From 89a92f0a853a8b45e09dbe3adf8fd230d3841d7b Mon Sep 17 00:00:00 2001 From: Sasha Denisov Date: Mon, 7 Sep 2026 19:55:32 +0200 Subject: [PATCH 1/6] The function-calling codelab: a tool, a loop, a model you tuned yourself MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Fifth codelab. Four step apps under codelabs/function-calling-flutter-gemma/ plus a fifth step that is not an app, and the text at website/codelabs/function-calling-flutter-gemma/index.md. step_01_starter is Getting Started's finished app, byte-identical in lib/ and test/ — a third mirror pair, added to check_codelabs.sh's MIRRORS table and proved to fail closed. step_02_one_tool declares one Tool on FunctionGemma 270M and writes the call/response loop out by hand, so the learner sees the three questions it actually asks — and sees why a call the app declines to run still has to be answered: the SDK commits a call to history the moment it yields it. step_03_the_loop deletes that and calls generateChatResponseWithTools, with maxToolTurns as the stop condition and onMaxToolTurns as the signal. What the SDK adds over the hand-written version is the three exits it did not have — cancellation, a throwing tool, a stream that errors mid-turn — each of which balances the history before it returns. step_04_finetune is data and commands, not an app: a tools.json and 72 prompt-to-tool-call rows for a litetune run over the same three tools, ending in a .litertlm the app opens through fromFile. Not one line of Dart changes, which is the point. It has no pubspec.yaml, so the gate does not discover it; codelabs/README.md now says so, since it previously claimed every step directory is an app. complete pays 2.59 GB for Gemma 4 E2B and spends it on the two things a 270M model cannot do: reason out loud, and be told it must call something. Three tools dispatched by name, toolChoice and isThinking as session settings that rebuild the chat, and a model list that finds a tuned model again on the next launch through listInstalledModels + getModelPath. Tools are the clock, a platform reading and multiplication — answers a learner can check by eye with the network off, which is the whole argument for running this on device. Identity dev.fluttergemma.functioncalling, distinct from the other four. 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mode 100644 codelabs/function-calling-flutter-gemma/step_04_finetune/tools.json create mode 100644 website/codelabs/function-calling-flutter-gemma/index.md diff --git a/codelabs/README.md b/codelabs/README.md index db06c04da..e2056d191 100644 --- a/codelabs/README.md +++ b/codelabs/README.md @@ -24,6 +24,15 @@ is organised. Skipping numbers is fine: the point of a step directory is to give someone a working app to resume from. +**Almost every step directory is an app.** The exception today is +`function-calling-flutter-gemma/step_04_finetune/`, whose step produces a model +rather than code: it holds the training data and the commands for a +[litetune](https://github.com/DenisovAV/litetune) run and has no +`pubspec.yaml`, so `tool/check_codelabs.sh` — which discovers apps by their +`pubspec.yaml` — does not see it. A step that ships something other than a +Flutter app belongs in the codelab's own directory all the same; a learner +looking for Step 4 should find it where Steps 3 and 5 are. + ## Dependencies Step apps are **not** members of the repo's pub workspace. They depend on the @@ -89,6 +98,9 @@ flutter test integration_test/engines_test.dart -d cd codelabs/multimodal-flutter-gemma/complete flutter test integration_test/multimodal_test.dart -d +cd codelabs/function-calling-flutter-gemma/complete +flutter test integration_test/function_calling_test.dart -d + cd codelabs/hybrid-ai-flutter-genkit/complete flutter test integration_test/smoke_test.dart -d \ --dart-define=HF_TOKEN=hf_xxx --dart-define=GEMINI_API_KEY=AIza... diff --git a/codelabs/function-calling-flutter-gemma/complete/.gitignore b/codelabs/function-calling-flutter-gemma/complete/.gitignore new file mode 100644 index 000000000..79f7ecabd --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/.gitignore @@ -0,0 +1,48 @@ +# Miscellaneous +*.class +*.log +*.pyc +*.swp +.DS_Store +.atom/ +.build/ +.buildlog/ +.history +.svn/ +.swiftpm/ +migrate_working_dir/ + +# IntelliJ related +*.iml +*.ipr +*.iws +.idea/ + +# The .vscode folder contains launch configuration and tasks you configure in +# VS Code which you may wish to be included in version control, so this line +# is commented out by default. +#.vscode/ + +# Flutter/Dart/Pub related +**/doc/api/ +**/ios/Flutter/.last_build_id +.dart_tool/ +.flutter-plugins-dependencies +.pub-cache/ +.pub/ +/build/ +/coverage/ + +# Symbolication related +app.*.symbols + +# Obfuscation related +app.*.map.json + +# Android Studio will place build artifacts here +/android/app/debug +/android/app/profile +/android/app/release + +# Widget Preview related +.widget_preview/ diff --git a/codelabs/function-calling-flutter-gemma/complete/.metadata b/codelabs/function-calling-flutter-gemma/complete/.metadata new file mode 100644 index 000000000..615dfd47e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/.metadata @@ -0,0 +1,45 @@ +# This file tracks properties of this Flutter project. +# Used by Flutter tool to assess capabilities and perform upgrades etc. +# +# This file should be version controlled and should not be manually edited. + +version: + revision: "d3b14c876900e553bc736ca19295fc09e3853e8e" + channel: "stable" + +project_type: app + +# Tracks metadata for the flutter migrate command +migration: + platforms: + - platform: root + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: android + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: ios + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: linux + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: macos + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: web + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: windows + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + + # User provided section + + # List of Local paths (relative to this file) that should be + # ignored by the migrate tool. + # + # Files that are not part of the templates will be ignored by default. + unmanaged_files: + - 'lib/main.dart' + - 'ios/Runner.xcodeproj/project.pbxproj' diff --git a/codelabs/function-calling-flutter-gemma/complete/README.md b/codelabs/function-calling-flutter-gemma/complete/README.md new file mode 100644 index 000000000..1c831fead --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/README.md @@ -0,0 +1,17 @@ +# gemma_quickstart + +A new Flutter project. + +## Getting Started + +This project is a starting point for a Flutter application. + +A few resources to get you started if this is your first Flutter project: + +- [Learn Flutter](https://docs.flutter.dev/get-started/learn-flutter) +- [Write your first Flutter app](https://docs.flutter.dev/get-started/codelab) +- [Flutter learning resources](https://docs.flutter.dev/reference/learning-resources) + +For help getting started with Flutter development, view the +[online documentation](https://docs.flutter.dev/), which offers tutorials, +samples, guidance on mobile development, and a full API reference. diff --git a/codelabs/function-calling-flutter-gemma/complete/analysis_options.yaml b/codelabs/function-calling-flutter-gemma/complete/analysis_options.yaml new file mode 100644 index 000000000..78613972a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/analysis_options.yaml @@ -0,0 +1,38 @@ +# This file configures the analyzer, which statically analyzes Dart code to +# check for errors, warnings, and lints. +# +# The issues identified by the analyzer are surfaced in the UI of Dart-enabled +# IDEs (https://dart.dev/tools#ides-and-editors). The analyzer can also be +# invoked from the command line by running `flutter analyze`. + +# The following line activates a set of recommended lints for Flutter apps, +# packages, and plugins designed to encourage good coding practices. +include: package:flutter_lints/flutter.yaml + +analyzer: + exclude: + - build/** + - android/** + - ios/** + - linux/** + - macos/** + - web/** + - windows/** + +linter: + # The lint rules applied to this project can be customized in the + # section below to disable rules from the `package:flutter_lints/flutter.yaml` + # included above or to enable additional rules. A list of all available lints + # and their documentation is published at https://dart.dev/lints. + # + # Instead of disabling a lint rule for the entire project in the + # section below, it can also be suppressed for a single line of code + # or a specific dart file by using the `// ignore: name_of_lint` and + # `// ignore_for_file: name_of_lint` syntax on the line or in the file + # producing the lint. + rules: + # avoid_print: false # Uncomment to disable the `avoid_print` rule + # prefer_single_quotes: true # Uncomment to enable the `prefer_single_quotes` rule + +# Additional information about this file can be found at +# https://dart.dev/guides/language/analysis-options diff --git a/codelabs/function-calling-flutter-gemma/complete/android/.gitignore b/codelabs/function-calling-flutter-gemma/complete/android/.gitignore new file mode 100644 index 000000000..be3943c96 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/.gitignore @@ -0,0 +1,14 @@ +gradle-wrapper.jar +/.gradle +/captures/ +/gradlew +/gradlew.bat +/local.properties +GeneratedPluginRegistrant.java +.cxx/ + +# Remember to never publicly share your keystore. +# See https://flutter.dev/to/reference-keystore +key.properties +**/*.keystore +**/*.jks diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/build.gradle.kts b/codelabs/function-calling-flutter-gemma/complete/android/app/build.gradle.kts new file mode 100644 index 000000000..1ec5366e9 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/build.gradle.kts @@ -0,0 +1,49 @@ +plugins { + id("com.android.application") + // The Flutter Gradle Plugin must be applied after the Android and Kotlin Gradle plugins. + id("dev.flutter.flutter-gradle-plugin") +} + +android { + namespace = "dev.fluttergemma.functioncalling" + compileSdk = flutter.compileSdkVersion + ndkVersion = flutter.ndkVersion + + compileOptions { + sourceCompatibility = JavaVersion.VERSION_17 + targetCompatibility = JavaVersion.VERSION_17 + } + + defaultConfig { + // TODO: Specify your own unique Application ID (https://developer.android.com/studio/build/application-id.html). + applicationId = "dev.fluttergemma.functioncalling" + // You can update the following values to match your application needs. + // For more information, see: https://flutter.dev/to/review-gradle-config. + minSdk = flutter.minSdkVersion + targetSdk = flutter.targetSdkVersion + // Uses the version code from pubspec.yaml. When using split APKs, 1000 * ABI_VERSION + // is added automatically by Flutter. (https://developer.android.com/studio/build/configure-apk-splits#configure-APK-versions) + // You can force using the value of versionCode by specifying the `-P force-version-code-ignoring-abi=true` + // flag during build. + versionCode = flutter.versionCode + versionName = flutter.versionName + } + + buildTypes { + release { + // TODO: Add your own signing config for the release build. + // Signing with the debug keys for now, so `flutter run --release` works. + signingConfig = signingConfigs.getByName("debug") + } + } +} + +kotlin { + compilerOptions { + jvmTarget = org.jetbrains.kotlin.gradle.dsl.JvmTarget.JVM_17 + } +} + +flutter { + source = "../.." +} diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/debug/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..34daae5c0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,47 @@ + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt new file mode 100644 index 000000000..e4e274d6e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt @@ -0,0 +1,5 @@ +package dev.fluttergemma.functioncalling + +import io.flutter.embedding.android.FlutterActivity + +class MainActivity : FlutterActivity() diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/drawable-v21/launch_background.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/drawable-v21/launch_background.xml new file mode 100644 index 000000000..f74085f3f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/drawable-v21/launch_background.xml @@ -0,0 +1,12 @@ + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/drawable/launch_background.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/drawable/launch_background.xml new file mode 100644 index 000000000..304732f88 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/drawable/launch_background.xml @@ -0,0 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diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/values-night/styles.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/values-night/styles.xml new file mode 100644 index 000000000..06952be74 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/values-night/styles.xml @@ -0,0 +1,18 @@ + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/values/styles.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/values/styles.xml new file mode 100644 index 000000000..cb1ef8805 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/main/res/values/styles.xml @@ -0,0 +1,18 @@ + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/android/app/src/profile/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/complete/android/app/src/profile/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/app/src/profile/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/android/build.gradle.kts b/codelabs/function-calling-flutter-gemma/complete/android/build.gradle.kts new file mode 100644 index 000000000..dbee657bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/build.gradle.kts @@ -0,0 +1,24 @@ +allprojects { + repositories { + google() + mavenCentral() + } +} + +val newBuildDir: Directory = + rootProject.layout.buildDirectory + .dir("../../build") + .get() +rootProject.layout.buildDirectory.value(newBuildDir) + +subprojects { + val newSubprojectBuildDir: Directory = newBuildDir.dir(project.name) + project.layout.buildDirectory.value(newSubprojectBuildDir) +} +subprojects { + project.evaluationDependsOn(":app") +} + +tasks.register("clean") { + delete(rootProject.layout.buildDirectory) +} diff --git a/codelabs/function-calling-flutter-gemma/complete/android/gradle.properties b/codelabs/function-calling-flutter-gemma/complete/android/gradle.properties new file mode 100644 index 000000000..e96108cfe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/gradle.properties @@ -0,0 +1,6 @@ +org.gradle.jvmargs=-Xmx8G -XX:MaxMetaspaceSize=4G -XX:ReservedCodeCacheSize=512m -XX:+HeapDumpOnOutOfMemoryError +android.useAndroidX=true +# This newDsl flag was added by the Flutter template +android.newDsl=false +# This builtInKotlin flag was added by the Flutter template +android.builtInKotlin=false diff --git a/codelabs/function-calling-flutter-gemma/complete/android/gradle/wrapper/gradle-wrapper.properties b/codelabs/function-calling-flutter-gemma/complete/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..a20f2c46d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,5 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-9.3.1-all.zip diff --git a/codelabs/function-calling-flutter-gemma/complete/android/settings.gradle.kts b/codelabs/function-calling-flutter-gemma/complete/android/settings.gradle.kts new file mode 100644 index 000000000..b28021a91 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/android/settings.gradle.kts @@ -0,0 +1,26 @@ +pluginManagement { + val flutterSdkPath = + run { + val properties = java.util.Properties() + file("local.properties").inputStream().use { properties.load(it) } + val flutterSdkPath = properties.getProperty("flutter.sdk") + require(flutterSdkPath != null) { "flutter.sdk not set in local.properties" } + flutterSdkPath + } + + includeBuild("$flutterSdkPath/packages/flutter_tools/gradle") + + repositories { + google() + mavenCentral() + gradlePluginPortal() + } +} + +plugins { + id("dev.flutter.flutter-plugin-loader") version "1.0.0" + id("com.android.application") version "9.1.0" apply false + id("org.jetbrains.kotlin.android") version "2.4.0" apply false +} + +include(":app") diff --git a/codelabs/function-calling-flutter-gemma/complete/integration_test/function_calling_test.dart b/codelabs/function-calling-flutter-gemma/complete/integration_test/function_calling_test.dart new file mode 100644 index 000000000..5d6fd626f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/integration_test/function_calling_test.dart @@ -0,0 +1,143 @@ +// End-to-end check of a tool-calling turn on a real device or desktop. +// +// Downloads Gemma 4 E2B (2.59 GB, ungated — no Hugging Face token), opens one +// chat with all three declarations and thinking on, and asks a question whose +// answer the model cannot produce on its own. The claim under test is the +// codelab's thesis: the model asks, the app answers, and the number in the +// reply is the one YOUR function computed. +// +// Not part of CI (needs a device and a 2.59 GB download): +// flutter test integration_test/function_calling_test.dart -d +import 'package:flutter/foundation.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; +import 'package:flutter_gemma_litertlm/flutter_gemma_litertlm.dart'; +import 'package:flutter_test/flutter_test.dart'; +import 'package:integration_test/integration_test.dart'; + +import 'package:gemma_quickstart/model.dart'; +import 'package:gemma_quickstart/tools.dart'; + +/// Downloads the model if it is not here, and makes it the active one either +/// way. `install()` is idempotent, so a second run costs nothing. +Future _install(ModelChoice model) async { + var last = -1; + await model + .locate( + FlutterGemma.installModel( + modelType: model.modelType, + fileType: ModelFileType.litertlm, + ), + ) + .withProgress((p) { + if (p >= last + 25) { + last = p; + debugPrint('[function-calling] download $p%'); + } + }) + .install(); +} + +void main() { + IntegrationTestWidgetsFlutterBinding.ensureInitialized(); + + testWidgets('the model asks, the app answers, the number is the app\'s', ( + tester, + ) async { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + + const model = Models.gemma4; + await _install(model); + expect(await FlutterGemma.isModelInstalled(model.fileName), isTrue); + + // Nothing tool-related on this call: tools belong to the session. + final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + final chat = await inference.createChat( + modelType: model.modelType, + tools: toolbox, + supportsFunctionCalls: true, + toolChoice: ToolChoice.auto, + isThinking: model.supportsThinking, + maxOutputTokens: 512, + ); + + // A cap below 1 would answer the staged turn with nothing and close the + // stream — indistinguishable from a model with nothing to say. The SDK + // refuses instead, and it refuses before it generates, so this costs no + // tokens and disturbs no history. + await expectLater( + chat + .generateChatResponseWithTools( + onToolCall: (_) async => const {}, + maxToolTurns: 0, + ) + .toList(), + throwsA(isA()), + ); + + await chat.addQueryChunk( + Message.text( + text: 'What is 1234 times 5678? Use your tools.', + isUser: true, + ), + ); + + final calls = []; + final results = >[]; + final reply = StringBuffer(); + final thought = StringBuffer(); + + await for (final chunk in chat.generateChatResponseWithTools( + onToolCall: (call) async { + calls.add(call); + final result = runTool(call); + results.add(result); + debugPrint('[function-calling] ${call.name}(${call.args}) -> $result'); + return result; + }, + maxToolTurns: 6, + )) { + switch (chunk) { + case TextResponse(:final token): + reply.write(token); + case ThinkingResponse(:final content): + thought.write(content); + case FunctionCallResponse() || ParallelFunctionCallResponse(): + fail('the loop must consume calls itself, not yield them'); + } + } + + debugPrint('[function-calling] thinking: ${thought.toString().trim()}'); + debugPrint('[function-calling] reply: ${reply.toString().trim()}'); + + // The loop ran at least one round, and it ran the tool the question needs. + expect(calls, isNotEmpty, reason: 'the model never asked for a tool'); + final multiplied = calls.indexWhere((c) => c.name == 'multiply'); + expect(multiplied, isNot(-1), reason: 'multiply was never called'); + + // Ground truth, taken from the call the model actually made rather than + // from what it was asked: `isNotEmpty` on the reply would not tell a model + // that used the tool from one that invented a plausible number and ignored + // it. Whatever arguments it chose, the product in the reply must be the + // one THIS app computed for them. + final product = results[multiplied]['result']; + expect(product, isNotNull, reason: 'multiply returned an error map'); + // Models write large numbers with separators; the digits are the claim. + final digits = reply.toString().replaceAll(RegExp(r'[,\s_]'), ''); + expect(digits, contains('$product')); + + await inference.close(); + }, timeout: const Timeout(Duration(minutes: 60))); + + // No model, no device: the app's half of the loop is plain Dart and can be + // checked without any of it. + test('a name the app never declared is answered, not thrown', () { + final answer = runTool( + const FunctionCallResponse(name: 'launch_rocket', args: {}), + ); + expect(answer['error'], contains('launch_rocket')); + }); + + test('multiply is exact where a small model is not', () { + expect(runMultiply({'a': '1234', 'b': '5678'}), {'result': 7006652}); + }); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/.gitignore b/codelabs/function-calling-flutter-gemma/complete/ios/.gitignore new file mode 100644 index 000000000..7a7f9873a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/.gitignore @@ -0,0 +1,34 @@ +**/dgph +*.mode1v3 +*.mode2v3 +*.moved-aside +*.pbxuser +*.perspectivev3 +**/*sync/ +.sconsign.dblite +.tags* +**/.vagrant/ +**/DerivedData/ +Icon? +**/Pods/ +**/.symlinks/ +profile +xcuserdata +**/.generated/ +Flutter/App.framework +Flutter/Flutter.framework +Flutter/Flutter.podspec +Flutter/Generated.xcconfig +Flutter/ephemeral/ +Flutter/app.flx +Flutter/app.zip +Flutter/flutter_assets/ +Flutter/flutter_export_environment.sh +ServiceDefinitions.json +Runner/GeneratedPluginRegistrant.* + +# Exceptions to above rules. +!default.mode1v3 +!default.mode2v3 +!default.pbxuser +!default.perspectivev3 diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/AppFrameworkInfo.plist b/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/AppFrameworkInfo.plist new file mode 100644 index 000000000..391a902b2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/AppFrameworkInfo.plist @@ -0,0 +1,24 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + App + CFBundleIdentifier + io.flutter.flutter.app + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + App + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + 1.0 + + diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/Debug.xcconfig new file mode 100644 index 000000000..ec97fc6f3 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/Debug.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig" +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/Release.xcconfig b/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/Release.xcconfig new file mode 100644 index 000000000..c4855bfe2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Flutter/Release.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig" +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Podfile b/codelabs/function-calling-flutter-gemma/complete/ios/Podfile new file mode 100644 index 000000000..9d7ef08d5 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Podfile @@ -0,0 +1,43 @@ +# Uncomment this line to define a global platform for your project +# platform :ios, '15.0' + +# CocoaPods analytics sends network stats synchronously affecting flutter build latency. +ENV['COCOAPODS_DISABLE_STATS'] = 'true' + +project 'Runner', { + 'Debug' => :debug, + 'Profile' => :release, + 'Release' => :release, +} + +def flutter_root + generated_xcode_build_settings_path = File.expand_path(File.join('..', 'Flutter', 'Generated.xcconfig'), __FILE__) + unless File.exist?(generated_xcode_build_settings_path) + raise "#{generated_xcode_build_settings_path} must exist. If you're running pod install manually, make sure flutter pub get is executed first" + end + + File.foreach(generated_xcode_build_settings_path) do |line| + matches = line.match(/FLUTTER_ROOT\=(.*)/) + return matches[1].strip if matches + end + raise "FLUTTER_ROOT not found in #{generated_xcode_build_settings_path}. Try deleting Generated.xcconfig, then run flutter pub get" +end + +require File.expand_path(File.join('packages', 'flutter_tools', 'bin', 'podhelper'), flutter_root) + +flutter_ios_podfile_setup + +target 'Runner' do + use_frameworks! + + flutter_install_all_ios_pods File.dirname(File.realpath(__FILE__)) + target 'RunnerTests' do + inherit! :search_paths + end +end + +post_install do |installer| + installer.pods_project.targets.each do |target| + flutter_additional_ios_build_settings(target) + end +end diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner.xcodeproj/project.pbxproj b/codelabs/function-calling-flutter-gemma/complete/ios/Runner.xcodeproj/project.pbxproj new file mode 100644 index 000000000..249dc6542 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner.xcodeproj/project.pbxproj @@ -0,0 +1,655 @@ +// !$*UTF8*$! +{ + archiveVersion = 1; + classes = { + }; + objectVersion = 54; + objects = { + +/* Begin PBXBuildFile section */ + 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a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/AppDelegate.swift b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/AppDelegate.swift new file mode 100644 index 000000000..c30b367ec --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/AppDelegate.swift @@ -0,0 +1,16 @@ +import Flutter +import UIKit + +@main +@objc class AppDelegate: FlutterAppDelegate, FlutterImplicitEngineDelegate { + override func application( + _ application: UIApplication, + didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey: Any]? + ) -> Bool { + return super.application(application, didFinishLaunchingWithOptions: launchOptions) + } + + func didInitializeImplicitFlutterEngine(_ engineBridge: FlutterImplicitEngineBridge) { + GeneratedPluginRegistrant.register(with: engineBridge.pluginRegistry) + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json 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--git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md new file mode 100644 index 000000000..89c2725b7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md @@ -0,0 +1,5 @@ +# Launch Screen Assets + +You can customize the launch screen with your own desired assets by replacing the image files in this directory. + +You can also do it by opening your Flutter project's Xcode project with `open ios/Runner.xcworkspace`, selecting `Runner/Assets.xcassets` in the Project Navigator and dropping in the desired images. \ No newline at end of file diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Base.lproj/LaunchScreen.storyboard b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Base.lproj/LaunchScreen.storyboard new file mode 100644 index 000000000..f2e259c7c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Base.lproj/LaunchScreen.storyboard @@ -0,0 +1,37 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Base.lproj/Main.storyboard b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Base.lproj/Main.storyboard new file mode 100644 index 000000000..f3c28516f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Base.lproj/Main.storyboard @@ -0,0 +1,26 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Info.plist new file mode 100644 index 000000000..c97226dba --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Info.plist @@ -0,0 +1,70 @@ + + + + + CADisableMinimumFrameDurationOnPhone + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleDisplayName + Gemma Function Calling + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + functioncalling + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleSignature + ???? + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSRequiresIPhoneOS + + UIApplicationSceneManifest + + UIApplicationSupportsMultipleScenes + + UISceneConfigurations + + UIWindowSceneSessionRoleApplication + + + UISceneClassName + UIWindowScene + UISceneConfigurationName + flutter + UISceneDelegateClassName + $(PRODUCT_MODULE_NAME).SceneDelegate + UISceneStoryboardFile + Main + + + + + UIApplicationSupportsIndirectInputEvents + + UILaunchStoryboardName + LaunchScreen + UIMainStoryboardFile + Main + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Runner-Bridging-Header.h b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Runner-Bridging-Header.h new file mode 100644 index 000000000..308a2a560 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Runner-Bridging-Header.h @@ -0,0 +1 @@ +#import "GeneratedPluginRegistrant.h" diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Runner.entitlements b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Runner.entitlements new file mode 100644 index 000000000..cd461aae4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/Runner.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.developer.kernel.extended-virtual-addressing + + com.apple.developer.kernel.increased-memory-limit + + com.apple.developer.kernel.increased-debugging-memory-limit + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/Runner/SceneDelegate.swift b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/SceneDelegate.swift new file mode 100644 index 000000000..b9ce8ea2b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/Runner/SceneDelegate.swift @@ -0,0 +1,6 @@ +import Flutter +import UIKit + +class SceneDelegate: FlutterSceneDelegate { + +} diff --git a/codelabs/function-calling-flutter-gemma/complete/ios/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/complete/ios/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..86a7c3b1b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/ios/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Flutter +import UIKit +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart new file mode 100644 index 000000000..43570ae98 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart @@ -0,0 +1,635 @@ +import 'dart:convert'; + +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; +import 'tools.dart'; + +/// What a line in the transcript is. +/// +/// A chat with tools has five kinds of turn, not two. Showing only the first +/// and the last of them is how a tool-calling app becomes impossible to debug: +/// the answer is right or wrong and nothing on screen says which function +/// produced it, with which arguments, or what the model was thinking when it +/// chose. +enum _TurnKind { user, thinking, model, toolCall, toolResult } + +/// How many generations one message is allowed to cost. +/// +/// The loop stops when a turn comes back with no calls in it — a promise about +/// the model, not about the code — so a model that keeps asking would +/// otherwise run until the context window filled. Six is enough for a question +/// that chains three calls and small enough that a stuck model is over in +/// seconds. Below 1 is a `RangeError`, thrown on purpose: a cap of zero would +/// answer the message with nothing and close the stream, which looks exactly +/// like a model that had nothing to say. +const _maxToolTurns = 6; + +/// The finished app: three tools, a loop the SDK drives, and two session +/// settings you can change while it is running. +class ChatPage extends StatefulWidget { + const ChatPage({ + super.key, + required this.model, + required this.onModelRemoved, + }); + + final ModelChoice model; + + /// Lets the gate send the app back to the model list. + final VoidCallback onModelRemoved; + + @override + State createState() => _ChatPageState(); +} + +class _ChatPageState extends State { + final _input = TextEditingController(); + final _turns = <_Turn>[]; + + InferenceModel? _inference; + InferenceChat? _chat; + bool _busy = false; + Object? _loadError; + String? _notice; + + /// Both of these are SESSION settings, fixed for a chat's lifetime — which + /// is why changing either one closes the chat and opens a new one, and why + /// the transcript goes with it. + ToolChoice _toolChoice = ToolChoice.auto; + late bool _thinking = widget.model.supportsThinking; + + /// Where the CURRENT generation is writing, and what it has written. + /// + /// One message can produce several generations with tool calls between them, + /// so "the reply" is not "the last bubble": running a tool appends two lines + /// and starts a fresh bubble underneath them. Thinking gets its own index + /// because it arrives interleaved with the text and belongs above it. + final _reply = StringBuffer(); + final _thought = StringBuffer(); + int _replyAt = -1; + int _thinkAt = -1; + + @override + void initState() { + super.initState(); + _load(); + } + + Future _load() async { + try { + // maxTokens is the CONTEXT WINDOW — prompt + history + reply share it. + // It is NOT a reply-length cap; for that, pass maxOutputTokens below. + // Three declarations, every call and every tool response all live in + // this budget for the rest of the conversation, and thinking is spent + // out of it too. + // + // Note what this call does NOT take: `tools`. Unlike the modality flags + // of the multimodal codelab there is nothing to set in two places — + // `getActiveModel` builds the engine, and nothing about the weights + // changes when you declare a function. + final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + // Hold the runtime before opening a chat on it: `createChat` can throw, + // and a model this page never stored is a model `dispose` can never + // close. A page that is already gone holds nothing, so it closes it here. + if (!mounted) { + await inference.close(); + return; + } + setState(() => _inference = inference); + + final chat = await _openChat(inference); + // The same guard, one call later and for the same reason: a chat this + // page never stored is a native session `dispose` can never close. + if (!mounted) { + await chat.close(); + return; + } + setState(() => _chat = chat); + } catch (error) { + // Loading is the likeliest thing to fail on a real device: a forgotten + // engine package, too little memory, a half-written model file. Show it + // instead of sitting on the progress bar forever. + if (mounted) setState(() => _loadError = error); + } + } + + /// The session, with everything that is per-session on it. + Future _openChat(InferenceModel inference) => + inference.createChat( + // Which family's call syntax the SDK writes and reads. + modelType: widget.model.modelType, + // Three declarations now instead of one. Nothing else in this file + // changed to add the second and third: the loop dispatches by name. + tools: toolbox, + supportsFunctionCalls: true, + // Whether the model may, must, or must not call. `none` does not just + // refuse calls at the end — it stops the declarations being rendered + // into the prompt at all, so the model never learns the tools exist. + toolChoice: _toolChoice, + // Reason first, then answer. On weights with no thinking training this + // buys nothing, which is why the switch is disabled for those. + isThinking: _thinking, + // Thinking is generated text and comes out of the same budget as the + // answer, so a reasoning turn needs more room than a plain one. + maxOutputTokens: _thinking ? 512 : 256, + ); + + void _retryLoad() { + setState(() => _loadError = null); + _load(); + } + + /// Rebuilds the session because a session setting changed. + /// + /// There is no way to change `toolChoice` or `isThinking` on a live chat: + /// both are decided when the session is created — one renders the + /// declarations into the prompt, the other switches on a generation channel + /// — so the honest thing is to close this one and open another. The + /// transcript goes with it, because the new session's history is empty and a + /// transcript that survived would be describing a conversation the model can + /// no longer remember. + Future _reopenChat({ToolChoice? choice, bool? thinking}) async { + final inference = _inference; + final old = _chat; + if (inference == null || _busy) return; + + setState(() { + if (choice != null) _toolChoice = choice; + if (thinking != null) _thinking = thinking; + _chat = null; // disables the composer while the session is rebuilt + _turns.clear(); + _notice = + _toolChoice == ToolChoice.required && + !widget.model.supportsRequiredToolChoice + ? '${widget.model.label} cannot be forced to call a tool — its ' + 'prompt format has no way to say so, and the SDK logs a ' + 'warning and behaves as "auto".' + : null; + }); + + try { + await old?.close(); + final chat = await _openChat(inference); + if (!mounted) { + await chat.close(); + return; + } + setState(() => _chat = chat); + } catch (error) { + if (mounted) setState(() => _loadError = error); + } + } + + /// One message, however many generations it takes. + Future _send() async { + final chat = _chat; + final text = _input.text.trim(); + if (chat == null || text.isEmpty || _busy) return; + + setState(() { + _turns + ..add(_Turn(text, kind: _TurnKind.user)) + // The reply starts empty and grows as chunks arrive. + ..add(const _Turn('', kind: _TurnKind.model)); + _replyAt = _turns.length - 1; + _thinkAt = -1; + _reply.clear(); + _thought.clear(); + _input.clear(); + _notice = null; + _busy = true; + }); + + var hitCap = false; + try { + // The staged user message is a PRECONDITION, exactly as it is for + // `generateChatResponseAsync` — the loop drives generation, it does not + // send your turn for you. + await chat.addQueryChunk(Message.text(text: text, isUser: true)); + + await for (final chunk in chat.generateChatResponseWithTools( + onToolCall: _onToolCall, + maxToolTurns: _maxToolTurns, + // Called once, if the loop runs out of turns with calls still coming. + // Without it the reply is quietly empty or half-written and nothing + // says the cap is why. + onMaxToolTurns: () => hitCap = true, + )) { + switch (chunk) { + case TextResponse(:final token): + // Each TextResponse carries only the NEW text, not the whole reply + // so far — append, never replace. + _reply.write(token); + if (mounted) { + setState( + () => _turns[_replyAt] = _Turn( + _reply.toString(), + kind: _TurnKind.model, + ), + ); + } + case ThinkingResponse(:final content): + // These reach the stream only because the chat was opened with + // `isThinking: true`; with it false the SDK drops them before this + // loop ever sees one. + _thought.write(content); + if (mounted) setState(_paintThinking); + case FunctionCallResponse() || ParallelFunctionCallResponse(): + // Never arrives here: the loop consumes calls itself and passes + // only text and thinking through. The branch keeps the switch + // exhaustive over the sealed `ModelResponse`, so a case added to + // the SDK fails to compile instead of being treated as silence. + break; + } + } + + if (hitCap && mounted) { + setState( + () => _notice = + 'The model was still asking for tools after $_maxToolTurns ' + 'turns, so the loop stopped. The answer above may be missing ' + 'or cut short.', + ); + } + } catch (error) { + // The half-written reply becomes the error, so the empty bubble never + // just sits there. The SDK has already answered every call it committed + // before rethrowing, so the chat is still usable for the next message. + if (mounted) { + setState(() { + _reply.write('⚠️ $error'); + _turns[_replyAt] = _Turn(_reply.toString(), kind: _TurnKind.model); + }); + } + } finally { + // `_busy` is what disables the composer, so clearing it belongs in + // `finally` — a failed generation must not lock the app. + if (mounted) { + setState(() { + _dropEmptyReply(); + _replyAt = -1; + _thinkAt = -1; + _busy = false; + }); + } + } + } + + /// Puts the thinking above the answer it led to. + /// + /// The first thinking chunk of a generation inserts a bubble in front of the + /// reply rather than appending one, because the model reasons before it + /// speaks and a transcript that shows it afterwards reads backwards. + void _paintThinking() { + if (_thinkAt < 0) { + _turns.insert(_replyAt, const _Turn('', kind: _TurnKind.thinking)); + _thinkAt = _replyAt; + _replyAt += 1; + } + _turns[_thinkAt] = _Turn(_thought.toString(), kind: _TurnKind.thinking); + } + + /// Removes the reply bubble if this generation never wrote into it. + /// + /// A call-only turn produces no text, and an empty bubble reads as a model + /// that said nothing when in fact it asked a question. + void _dropEmptyReply() { + if (_reply.isEmpty && _replyAt >= 0 && _replyAt == _turns.length - 1) { + _turns.removeAt(_replyAt); + } + } + + /// Runs one call and shows it. The return value is what the model sees. + /// + /// This callback is the whole of the app's half of the loop. Everything + /// around it — collecting the calls, staging the responses, deciding whether + /// to generate again — is in the SDK. And it dispatches by NAME, which is + /// why the second and third tool cost this file nothing. + Future> _onToolCall(FunctionCallResponse call) async { + final result = runTool(call); + if (mounted) { + setState(() { + _dropEmptyReply(); + _turns + ..add(_Turn(_describeCall(call), kind: _TurnKind.toolCall)) + ..add(_Turn(jsonEncode(result), kind: _TurnKind.toolResult)) + // The next generation writes underneath the work it was given, + // not above it. + ..add(const _Turn('', kind: _TurnKind.model)); + _replyAt = _turns.length - 1; + _thinkAt = -1; + _reply.clear(); + _thought.clear(); + }); + } + return result; + } + + String _describeCall(FunctionCallResponse call) { + final args = call.args.entries + .map((e) => '${e.key}: ${e.value}') + .join(', '); + return '${call.name}($args)'; + } + + /// Forgets the model. For a downloaded one that frees the disk; for a file + /// you opened from disk it does NOT — `uninstallModel` deliberately leaves a + /// `FileSource` alone, because the app never owned that file. The model you + /// tuned survives being removed here. + /// + /// Close the runtime first either way: the file is mapped while a model is + /// open, and deleting it underneath the engine is a crash waiting to happen. + Future _removeModel() async { + try { + await _inference?.close(); + // Inside `setState`: dropping the chat has to repaint, or the screen + // keeps showing an enabled composer over a runtime that is gone. + if (mounted) { + setState(() { + _inference = null; + _chat = null; + }); + } + await FlutterGemma.uninstallModel(widget.model.fileName); + if (mounted) widget.onModelRemoved(); + } catch (error) { + // Deleting can fail too — a missing install record, a file the OS still + // holds. Show it the way a failed load is shown, and drop the chat with + // it: a `close()` that threw leaves `_chat` non-null, and "The model did + // not load." over a working composer is a lie. + if (mounted) { + setState(() { + _chat = null; + _loadError = error; + }); + } + } + } + + @override + void dispose() { + // Sessions and models hold native memory — always close them. `dispose` + // cannot await, so the future is dropped on purpose, and caught so a + // failing native teardown does not escape as an unhandled async error. + _inference?.close().catchError((Object _) {}); + _input.dispose(); + super.dispose(); + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final ready = _chat != null; + final error = _loadError; + final settable = ready && !_busy; + + return Scaffold( + appBar: AppBar( + title: Text(widget.model.label), + bottom: PreferredSize( + preferredSize: const Size.fromHeight(20), + child: Padding( + padding: const EdgeInsets.only(bottom: 6), + child: Text( + '${toolbox.length} tools · ' + '${toolbox.map((t) => t.name).join(', ')}', + style: theme.textTheme.labelSmall, + ), + ), + ), + actions: [ + IconButton( + tooltip: widget.model.path != null + ? 'Forget this model (the file stays where it is)' + : 'Delete the downloaded model', + // Not while the model is still opening: deleting the file + // underneath an in-flight `getActiveModel()` is the crash the + // comment on `_removeModel` warns about. + onPressed: _busy || (!ready && error == null) ? null : _removeModel, + icon: const Icon(Icons.delete_outline), + ), + ], + ), + body: Column( + children: [ + if (error != null) + _LoadFailed(error: error, onRetry: _retryLoad) + else if (!ready) + const LinearProgressIndicator(), + _SessionSettings( + model: widget.model, + toolChoice: _toolChoice, + thinking: _thinking, + enabled: settable, + onToolChoice: (v) => _reopenChat(choice: v), + onThinking: (v) => _reopenChat(thinking: v), + ), + Expanded( + child: ListView.builder( + padding: const EdgeInsets.all(16), + itemCount: _turns.length, + itemBuilder: (context, i) => _Bubble(turn: _turns[i]), + ), + ), + if (_notice case final notice?) + Padding( + padding: const EdgeInsets.fromLTRB(16, 0, 16, 8), + child: Text( + notice, + style: theme.textTheme.bodySmall?.copyWith( + color: theme.colorScheme.error, + ), + ), + ), + SafeArea( + child: Padding( + padding: const EdgeInsets.fromLTRB(12, 0, 12, 12), + child: Row( + children: [ + Expanded( + child: TextField( + controller: _input, + enabled: ready && !_busy, + onSubmitted: (_) => _send(), + decoration: InputDecoration( + hintText: ready + ? 'Try: what time is it, and what is 47 times 89?' + : error != null + ? 'No model loaded' + : 'Loading the model…', + border: const OutlineInputBorder(), + ), + ), + ), + const SizedBox(width: 8), + IconButton.filled( + onPressed: ready && !_busy ? _send : null, + icon: const Icon(Icons.send), + ), + ], + ), + ), + ), + ], + ), + ); + } +} + +/// The two settings that belong to the session rather than to the message. +/// +/// They are here, above the transcript, rather than in a settings screen, +/// because changing one throws the conversation away — and a control that +/// does that should be visible while you use it. +class _SessionSettings extends StatelessWidget { + const _SessionSettings({ + required this.model, + required this.toolChoice, + required this.thinking, + required this.enabled, + required this.onToolChoice, + required this.onThinking, + }); + + final ModelChoice model; + final ToolChoice toolChoice; + final bool thinking; + final bool enabled; + final ValueChanged onToolChoice; + final ValueChanged onThinking; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + return SingleChildScrollView( + scrollDirection: Axis.horizontal, + padding: const EdgeInsets.fromLTRB(12, 8, 12, 0), + child: Row( + children: [ + SegmentedButton( + segments: const [ + ButtonSegment(value: ToolChoice.auto, label: Text('auto')), + ButtonSegment( + value: ToolChoice.required, + label: Text('required'), + ), + ButtonSegment(value: ToolChoice.none, label: Text('none')), + ], + selected: {toolChoice}, + showSelectedIcon: false, + onSelectionChanged: enabled + ? (selection) => onToolChoice(selection.first) + : null, + ), + const SizedBox(width: 16), + Text('thinking', style: theme.textTheme.labelLarge), + Switch( + value: thinking, + // Not a greyed-out control with no explanation: the tooltip names + // the side that refused, the way the multimodal codelab's + // capability line does. + onChanged: enabled && model.supportsThinking ? onThinking : null, + ), + if (!model.supportsThinking) + Text( + '${model.label} does not reason out loud', + style: theme.textTheme.labelSmall, + ), + ], + ), + ); + } +} + +/// Shown in place of the loading bar when the model could not be opened. +class _LoadFailed extends StatelessWidget { + const _LoadFailed({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Padding( + padding: const EdgeInsets.all(16), + child: Column( + children: [ + Text('The model did not load.\n$error', textAlign: TextAlign.center), + const SizedBox(height: 8), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ); + } +} + +class _Turn { + const _Turn(this.text, {required this.kind}); + + final String text; + final _TurnKind kind; +} + +/// One line of the transcript, drawn so the five kinds are told apart at a +/// glance. The three middle ones are the point of this screen. +class _Bubble extends StatelessWidget { + const _Bubble({required this.turn}); + + final _Turn turn; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final scheme = theme.colorScheme; + final (label, colour) = switch (turn.kind) { + _TurnKind.user => (null, scheme.primaryContainer), + _TurnKind.model => (null, scheme.surfaceContainerHighest), + _TurnKind.thinking => ('thinking', scheme.surfaceContainerLow), + _TurnKind.toolCall => ('the model asked for', scheme.tertiaryContainer), + _TurnKind.toolResult => ( + 'your function answered', + scheme.secondaryContainer, + ), + }; + return Align( + alignment: turn.kind == _TurnKind.user + ? Alignment.centerRight + : Alignment.centerLeft, + child: Container( + margin: const EdgeInsets.symmetric(vertical: 4), + padding: const EdgeInsets.symmetric(horizontal: 14, vertical: 10), + constraints: const BoxConstraints(maxWidth: 520), + decoration: BoxDecoration( + color: colour, + borderRadius: BorderRadius.circular(12), + ), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + mainAxisSize: MainAxisSize.min, + children: [ + if (label != null) ...[ + Text(label, style: theme.textTheme.labelSmall), + const SizedBox(height: 4), + ], + SelectableText( + turn.text, + style: switch (turn.kind) { + _TurnKind.toolCall || _TurnKind.toolResult => + theme.textTheme.bodyMedium?.copyWith(fontFamily: 'monospace'), + // Reasoning is not the answer, and it should not be read as + // one: same size, quieter. + _TurnKind.thinking => theme.textTheme.bodySmall?.copyWith( + fontStyle: FontStyle.italic, + color: scheme.onSurfaceVariant, + ), + _ => null, + }, + ), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/download_page.dart b/codelabs/function-calling-flutter-gemma/complete/lib/download_page.dart new file mode 100644 index 000000000..b08e885bc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/download_page.dart @@ -0,0 +1,154 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; + +/// Installs the model, reporting progress as it goes. +/// +/// Nothing here knows about tools: `installModel` takes the model's identity +/// (what it is) and the source says where the bytes are. A function-calling +/// model installs exactly like a text one — tools are a property of the +/// SESSION you open later, not of the file you install. +/// +/// And nothing here knows whether the bytes travel: [ModelChoice.locate] +/// picks `fromNetwork` or `fromFile`, and a file already on disk finishes at +/// 100% immediately because there is nothing to fetch. +class DownloadPage extends StatefulWidget { + const DownloadPage({ + super.key, + required this.model, + required this.onInstalled, + }); + + final ModelChoice model; + + /// Called once the model is installed, so the app can move on. + final VoidCallback onInstalled; + + @override + State createState() => _DownloadPageState(); +} + +class _DownloadPageState extends State { + int _percent = 0; + bool _downloading = false; + Object? _error; + + Future _install() async { + setState(() { + _downloading = true; + _error = null; + }); + + try { + await widget.model + .locate( + FlutterGemma.installModel( + // What the model IS — used to pick the right chat template and + // the right function-call format. + modelType: widget.model.modelType, + // Which runtime reads it. `.litertlm` routes to LiteRtLmEngine; + // the default is `task` (MediaPipe), so this line is load-bearing. + fileType: ModelFileType.litertlm, + ), + ) + .withProgress((percent) { + if (mounted) setState(() => _percent = percent); + }) + .install(); + + if (mounted) widget.onInstalled(); + } catch (error) { + if (mounted) setState(() => _error = error); + } finally { + if (mounted) setState(() => _downloading = false); + } + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final fromDisk = widget.model.path != null; + + return Scaffold( + appBar: AppBar(title: Text(fromDisk ? 'Use this file' : 'Get the model')), + body: Center( + child: ConstrainedBox( + constraints: const BoxConstraints(maxWidth: 420), + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + crossAxisAlignment: CrossAxisAlignment.stretch, + children: [ + Text(widget.model.label, style: theme.textTheme.headlineSmall), + const SizedBox(height: 8), + Text( + fromDisk + ? '${widget.model.path}\n\nNothing is copied. The app ' + 'records where this file is and opens it there.' + : '${widget.model.sizeLabel} — downloaded once, then it ' + 'lives on the device and runs with the network ' + 'off.', + style: theme.textTheme.bodyMedium, + ), + const SizedBox(height: 24), + if (_downloading) ...[ + LinearProgressIndicator(value: _percent / 100), + const SizedBox(height: 8), + Text('$_percent%', textAlign: TextAlign.center), + ] else + FilledButton( + onPressed: _install, + child: Text(fromDisk ? 'Open it' : 'Download model'), + ), + if (_error != null) ...[ + const SizedBox(height: 16), + _ErrorCard(error: _error!), + ], + ], + ), + ), + ), + ), + ); + } +} + +/// Says what failed, in the plugin's own words where it has any. +class _ErrorCard extends StatelessWidget { + const _ErrorCard({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + // The plugin reports a failed download as a typed `DownloadException` + // wrapping a sealed `DownloadError`, so match on the type rather than + // sniffing the message for a status code. A file that is not there is not + // a download at all, and falls through to the second branch. + final (title, body) = switch (error) { + DownloadException(:final error) => ( + 'Download failed', + error.toUserMessage(), + ), + _ => ('Could not install the model', '$error'), + }; + + return Card( + color: theme.colorScheme.errorContainer, + child: Padding( + padding: const EdgeInsets.all(16), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + children: [ + Text(title, style: theme.textTheme.titleSmall), + const SizedBox(height: 8), + Text(body), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/main.dart b/codelabs/function-calling-flutter-gemma/complete/lib/main.dart new file mode 100644 index 000000000..d6fc01d8d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/main.dart @@ -0,0 +1,71 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; +import 'package:flutter_gemma_litertlm/flutter_gemma_litertlm.dart'; + +import 'models_page.dart'; + +Future main() async { + WidgetsFlutterBinding.ensureInitialized(); + + // Engines are fully opt-in: the core package registers none by itself. + // Without LiteRtLmEngine here, the first model call throws a StateError + // that tells you to add an engine package. + // + // No `huggingFaceToken:` — both repositories this app downloads from are + // ungated, so every `flutter run` is a plain `flutter run` with no + // `--dart-define`. + // + // Guarded, because every other failure in this app reaches the screen — the + // gate's error card, the chat's load error, the notice line — and this is the + // earliest one, so it is the one a learner meets first. Hot-restarting after + // adding a plugin throws `MissingPluginException` right here; unguarded, it + // never reaches `runApp` and the symptom is a blank window and a stack trace + // in a console nobody is looking at. + try { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + } catch (error) { + runApp(_StartupFailed(error: error)); + return; + } + + runApp(const FunctionCallingApp()); +} + +/// Shown in place of the app when `FlutterGemma.initialize` throws, so a +/// failure before the first frame is a sentence instead of a blank window. +class _StartupFailed extends StatelessWidget { + const _StartupFailed({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + home: Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Text( + 'flutter_gemma could not start.\n$error', + textAlign: TextAlign.center, + ), + ), + ), + ), + ); + } +} + +class FunctionCallingApp extends StatelessWidget { + const FunctionCallingApp({super.key}); + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + theme: ThemeData(colorSchemeSeed: Colors.indigo), + home: const ModelsPage(), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/model.dart b/codelabs/function-calling-flutter-gemma/complete/lib/model.dart new file mode 100644 index 000000000..141de855c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/model.dart @@ -0,0 +1,135 @@ +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// One model this app knows how to install. +/// +/// [fileName] doubles as the model's id: `FlutterGemma.isModelInstalled` takes +/// the file name the model was installed under, not a display name. +/// +/// Exactly one of [url] and [path] is set. A downloaded model has a URL; a +/// model you built yourself in Step 4 has a path on this machine, and nothing +/// else about it is different — which is the point of that step. +class ModelChoice { + const ModelChoice({ + required this.label, + required this.fileName, + required this.modelType, + required this.sizeLabel, + required this.supportsThinking, + required this.supportsRequiredToolChoice, + this.url, + this.path, + }) : assert( + (url == null) != (path == null), + 'a model comes from a URL or from a file, not both and not neither', + ); + + /// A `.litertlm` already on this machine — the file `litetune convert` + /// wrote, or any other one. + /// + /// The family is fixed to FunctionGemma because that is what Step 4 + /// produces, and nothing on disk records which family a `.litertlm` belongs + /// to. Tune a different base and this is the line to change. + factory ModelChoice.fromDisk(String path) { + final fileName = path.split(RegExp(r'[/\\]')).last; + return ModelChoice( + label: fileName, + fileName: fileName, + path: path, + modelType: ModelType.functionGemma, + sizeLabel: 'on this machine', + supportsThinking: false, + supportsRequiredToolChoice: false, + ); + } + + final String label; + final String fileName; + + /// Which family's function-call format the SDK writes and reads. + /// + /// This is not decoration. `functionGemma` renders the declarations into a + /// developer turn and parses `call:name{…}` back out; + /// `gemma4` hands the declarations to the runtime as structured `tools_json` + /// and reads the call back from the SDK's own parsed response. Name the + /// wrong family and the SDK writes a prompt these weights never saw and + /// waits for a syntax they never emit — every turn comes back as plain text + /// and nothing says why. + final ModelType modelType; + + final String sizeLabel; + + /// Where the bytes are. Exactly one of these is non-null. + final String? url; + final String? path; + + /// Can these weights reason out loud before answering? + /// + /// A property of the checkpoint, not of the app: `isThinking: true` on a + /// model with no thinking training does not produce reasoning, it produces + /// an empty channel. FunctionGemma is a 270M model specialised for one + /// thing, and reasoning is not it. + final bool supportsThinking; + + /// Can this model be *forced* to call a tool? + /// + /// `ToolChoice.required` needs a way to say "you must call a function" in + /// the prompt format. FunctionGemma's has none, so the SDK logs a warning + /// and behaves as `auto` — which is a perfectly reasonable thing for it to + /// do and a very confusing thing to watch if the app does not say so. + final bool supportsRequiredToolChoice; + + /// Points an install at wherever this model's bytes are. + /// + /// The two branches are the whole difference between a model you downloaded + /// and a model you tuned: `fromNetwork` fetches the file, `fromFile` + /// registers one that is already here. Everything after this line — the + /// session, the tools, the loop — cannot tell them apart. + InferenceInstallationBuilder locate(InferenceInstallationBuilder builder) => + path != null ? builder.fromFile(path!) : builder.fromNetwork(url!); +} + +/// The two models this app ships. +/// +/// Both repositories are ungated, so nothing here needs a Hugging Face token +/// and no run needs `--dart-define`. +abstract final class Models { + /// A 270M model whose whole job is function calling. + /// + /// 284 MB, and it does very little else — ask it a general question and the + /// answer will be thin. That is the trade: calling a function is a narrow + /// skill, and a model specialised for it can be a fraction of the size of + /// one that also has to hold a conversation. It is also the base Step 4 + /// fine-tunes. + static const functionGemma = ModelChoice( + label: 'FunctionGemma 270M', + url: + 'https://huggingface.co/sasha-denisov/function-gemma-270M-it/' + 'resolve/main/functiongemma-270M-it.litertlm', + fileName: 'functiongemma-270M-it.litertlm', + modelType: ModelType.functionGemma, + sizeLabel: '284 MB', + supportsThinking: false, + supportsRequiredToolChoice: false, + ); + + /// The reason to pay 2.59 GB instead of 284 MB. + /// + /// Same three tools, same loop — but these weights can reason out loud + /// before deciding which function to call, and they can be told they MUST + /// call one. Nine times the download for the two things the small model + /// cannot do at all. + static const gemma4 = ModelChoice( + label: 'Gemma 4 E2B', + url: + 'https://huggingface.co/litert-community/gemma-4-E2B-it-litert-lm/' + 'resolve/main/gemma-4-E2B-it.litertlm', + fileName: 'gemma-4-E2B-it.litertlm', + modelType: ModelType.gemma4, + sizeLabel: '2.59 GB', + supportsThinking: true, + supportsRequiredToolChoice: true, + ); + + /// The ones with a download, in the order the list shows them. + static const downloadable = [gemma4, functionGemma]; +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/model_gate.dart b/codelabs/function-calling-flutter-gemma/complete/lib/model_gate.dart new file mode 100644 index 000000000..e2bed10b2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/model_gate.dart @@ -0,0 +1,113 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'chat_page.dart'; +import 'download_page.dart'; +import 'model.dart'; + +/// Asks, for one model, whether it is already installed — and makes it the +/// active one either way. +/// +/// `install()` is idempotent, so the bytes are only ever fetched once. What a +/// drifted id costs you is this gate: it answers "no" forever, so the app +/// shows the download screen on every launch, the "download" there finishes +/// instantly, and you land straight back here. +class ModelGate extends StatefulWidget { + const ModelGate({super.key, required this.model}); + + final ModelChoice model; + + @override + State createState() => _ModelGateState(); +} + +class _ModelGateState extends State { + late Future _installed = _check(); + + /// Installed is not the same as active. + /// + /// This app puts three models in one container — two downloads and whatever + /// you built in Step 4 — and `getActiveModel` opens whichever was installed + /// LAST. So finding the file on disk is not enough: the gate has to say + /// which model it means before the chat asks for one. `install()` is + /// idempotent, so on a file already here it fetches nothing and only records + /// this model as the current one. + Future _check() async { + if (!await FlutterGemma.isModelInstalled(widget.model.fileName)) { + return false; + } + await widget.model + .locate( + FlutterGemma.installModel( + modelType: widget.model.modelType, + fileType: ModelFileType.litertlm, + ), + ) + .install(); + return true; + } + + @override + Widget build(BuildContext context) { + return FutureBuilder( + future: _installed, + builder: (context, snapshot) { + if (snapshot.connectionState != ConnectionState.done) { + return const Scaffold( + body: Center(child: CircularProgressIndicator()), + ); + } + if (snapshot.hasError) { + // A FutureBuilder that ignores `hasError` renders the download + // screen as if nothing had gone wrong. Say what failed instead — + // "External file does not exist" is what a moved or deleted tuned + // model looks like, and it belongs on screen. + return _GateError( + error: snapshot.error!, + onRetry: () => setState(() => _installed = _check()), + ); + } + if (snapshot.data ?? false) { + return ChatPage( + model: widget.model, + // The model this route existed for is gone, so the route is too. + onModelRemoved: () => Navigator.of(context).pop(), + ); + } + return DownloadPage( + model: widget.model, + onInstalled: () => setState(() => _installed = _check()), + ); + }, + ); + } +} + +/// Shown when the gate's own check fails, rather than falling through to the +/// download screen as if the answer had been "no". +class _GateError extends StatelessWidget { + const _GateError({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Scaffold( + appBar: AppBar(), + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + children: [ + Text('$error', textAlign: TextAlign.center), + const SizedBox(height: 12), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/models_page.dart b/codelabs/function-calling-flutter-gemma/complete/lib/models_page.dart new file mode 100644 index 000000000..7b5ae8fd2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/models_page.dart @@ -0,0 +1,186 @@ +import 'package:flutter/foundation.dart' show kIsWeb; +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; +import 'model_gate.dart'; + +/// The list of models this app can open. +/// +/// Two it can download, and any others it finds already installed — which is +/// how the model you fine-tuned in Step 4 turns up here after the first time +/// you point the app at it. Nothing below treats it as a special case: it is a +/// `.litertlm`, and the chat opens it exactly like the other two. +class ModelsPage extends StatefulWidget { + const ModelsPage({super.key}); + + @override + State createState() => _ModelsPageState(); +} + +class _ModelsPageState extends State { + late Future> _yours = _findYourOwn(); + + /// Everything installed that this app did not ship a constant for. + /// + /// `listInstalledModels` returns the ids — which are file names — and + /// `getModelPath` turns one back into where the file actually is. For a + /// model installed from disk that is the original path, not a copy: the + /// install registered the file where it lay. + Future> _findYourOwn() async { + final shipped = {for (final m in Models.downloadable) m.fileName}; + final installed = await FlutterGemma.listInstalledModels(); + final yours = []; + for (final id in installed) { + if (shipped.contains(id)) continue; + yours.add(ModelChoice.fromDisk(await FlutterGemma.getModelPath(id))); + } + return yours; + } + + Future _open(ModelChoice model) async { + await Navigator.of( + context, + ).push(MaterialPageRoute(builder: (_) => ModelGate(model: model))); + // A model may have been installed or deleted behind that route. + if (mounted) setState(() => _yours = _findYourOwn()); + } + + /// Asks for a path rather than opening a file picker. + /// + /// The file this is for was written by a command line — `litetune convert` + /// prints where it put it — so the path is already on the learner's screen, + /// and a picker would be a sixth dependency to avoid retyping it. + Future _addFromDisk() async { + final controller = TextEditingController(); + final path = await showDialog( + context: context, + builder: (context) => AlertDialog( + title: const Text('Open a .litertlm from disk'), + content: Column( + mainAxisSize: MainAxisSize.min, + crossAxisAlignment: CrossAxisAlignment.start, + children: [ + const Text( + 'The absolute path to the file. Nothing is copied — the app ' + 'records where the file is, so moving or deleting it later ' + 'takes the model with it.', + ), + const SizedBox(height: 12), + TextField( + controller: controller, + autofocus: true, + decoration: const InputDecoration( + hintText: '/Users/you/tuning/artifacts/…/model.litertlm', + border: OutlineInputBorder(), + ), + onSubmitted: (v) => Navigator.of(context).pop(v.trim()), + ), + ], + ), + actions: [ + TextButton( + onPressed: () => Navigator.of(context).pop(), + child: const Text('Cancel'), + ), + FilledButton( + onPressed: () => Navigator.of(context).pop(controller.text.trim()), + child: const Text('Open'), + ), + ], + ), + ); + controller.dispose(); + if (path == null || path.isEmpty || !mounted) return; + await _open(ModelChoice.fromDisk(path)); + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + + return Scaffold( + appBar: AppBar(title: const Text('Models')), + body: FutureBuilder>( + future: _yours, + builder: (context, snapshot) { + final yours = snapshot.data ?? const []; + return ListView( + children: [ + for (final model in Models.downloadable) + _ModelTile(model: model, onTap: () => _open(model)), + if (yours.isNotEmpty) ...[ + Padding( + padding: const EdgeInsets.fromLTRB(16, 24, 16, 4), + child: Text( + 'Your own models', + style: theme.textTheme.titleSmall, + ), + ), + for (final model in yours) + _ModelTile(model: model, onTap: () => _open(model)), + ], + const Divider(height: 32), + if (kIsWeb) + // `fromFile` on the web has no filesystem to read: the browser + // arm registers a URL, not a path. Saying so beats a text + // field that cannot work. + const ListTile( + leading: Icon(Icons.folder_off_outlined), + title: Text('Opening a file from disk needs a native build'), + subtitle: Text( + 'A browser has no path to give. Run this app on a desktop ' + 'or a phone to try the model you tuned in Step 4.', + ), + ) + else + ListTile( + leading: const Icon(Icons.folder_open_outlined), + title: const Text('Open a .litertlm from disk'), + subtitle: const Text( + 'The file Step 4 produced — or any other .litertlm.', + ), + onTap: _addFromDisk, + ), + if (snapshot.hasError) + Padding( + padding: const EdgeInsets.all(16), + child: Text( + 'Could not read what is installed: ${snapshot.error}', + style: theme.textTheme.bodySmall?.copyWith( + color: theme.colorScheme.error, + ), + ), + ), + ], + ); + }, + ), + ); + } +} + +class _ModelTile extends StatelessWidget { + const _ModelTile({required this.model, required this.onTap}); + + final ModelChoice model; + final VoidCallback onTap; + + @override + Widget build(BuildContext context) { + final abilities = [ + if (model.supportsThinking) 'thinking' else 'no thinking', + if (model.supportsRequiredToolChoice) + 'can be forced to call' + else + 'auto only', + ].join(' · '); + + return ListTile( + title: Text(model.label), + subtitle: Text('${model.sizeLabel} — $abilities'), + trailing: const Icon(Icons.chevron_right), + onTap: onTap, + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/tools.dart b/codelabs/function-calling-flutter-gemma/complete/lib/tools.dart new file mode 100644 index 000000000..a8248db52 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/lib/tools.dart @@ -0,0 +1,150 @@ +import 'package:flutter/foundation.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// What a tool actually is, on the app's side: a Dart function from the +/// arguments the model wrote to the map the model will be shown. +/// +/// Synchronous on purpose. Everything these three do is local and instant — +/// arithmetic, a clock, a constant — which is what keeps this codelab offline +/// and its answers checkable. A tool that talks to the network returns a +/// `Future` and the loop awaits it; nothing else changes. +typedef ToolRunner = Map Function(Map args); + +/// Multiply two numbers. +/// +/// The answer is checkable. Ask a small model for 1234 × 5678 and it produces +/// a confident number of about the right length; ask it to call this instead +/// and the number is exact, offline, and you can verify it on a pocket +/// calculator. A weather tool would demonstrate the same mechanism and prove +/// nothing about the answer. +const multiplyTool = Tool( + name: 'multiply', + // The model reads this. It is the only thing telling it WHEN to call — so + // "instead of working it out yourself" is instruction, not prose. + description: + 'Multiply two numbers and return the exact product. Use this for any ' + 'multiplication instead of working it out yourself.', + parameters: { + 'type': 'object', + 'properties': { + 'a': {'type': 'number', 'description': 'The first number.'}, + 'b': {'type': 'number', 'description': 'The second number.'}, + }, + 'required': ['a', 'b'], + }, +); + +/// The device clock. +/// +/// A tool with no arguments, which is worth having one of: the declaration +/// still carries `parameters`, and the SDK still renders a `type: OBJECT` for +/// it. Drop the map entirely and FunctionGemma's prompt loses the parameters +/// block, which reads to the model as a declaration that was cut off. +const clockTool = Tool( + name: 'get_current_time', + description: + 'Return the current local date and time on this device. Use this ' + 'whenever the answer depends on what time it is now.', + parameters: {'type': 'object', 'properties': {}}, +); + +/// What the app is running on. +/// +/// The other kind of checkable answer: you know what device you are holding, +/// so a wrong answer here is obvious without a calculator. +const deviceTool = Tool( + name: 'get_device_info', + description: + 'Return the platform this app is running on. Use this when asked about ' + 'the device, the operating system, or where the app is running.', + parameters: {'type': 'object', 'properties': {}}, +); + +/// Everything the model is told it can call. +const toolbox = [multiplyTool, clockTool, deviceTool]; + +/// Everything the app can actually run, keyed by the name in the declaration. +/// +/// A map rather than a `switch` because the two halves — what is declared and +/// what is implemented — are then two collections a test can compare. A tool +/// declared with no runner is a call the app answers with an error forever, +/// and the model never finds out why. +const toolRunners = { + 'multiply': runMultiply, + 'get_current_time': runClock, + 'get_device_info': runDeviceInfo, +}; + +/// Runs a call, or says it cannot. +/// +/// The miss branch is not defensive padding: the model writes the name, and a +/// model can write a name you never declared. That is a turn to answer, not a +/// crash — returned as a map so the model reads it and can correct itself on +/// the next turn, where an exception would end the conversation. +Map runTool(FunctionCallResponse call) { + final runner = toolRunners[call.name]; + if (runner == null) { + return {'error': 'This app has no tool named "${call.name}".'}; + } + return runner(call.args); +} + +/// Multiplies, and returns the map the model will be shown. +/// +/// Everything returned here becomes the model's only knowledge of what +/// happened, so the keys are part of the interface: `result` is what it will +/// read back to the user, and `error` is what it will apologise about. +Map runMultiply(Map args) { + final a = asNumber(args['a']); + final b = asNumber(args['b']); + if (a == null || b == null) { + return { + 'error': + 'multiply needs two numbers. Got a=${args['a']}, b=${args['b']}.', + }; + } + final product = a * b; + // `12 * 13` arriving as doubles comes back as `156.0`, and the model has to + // read that number out loud. Say 156. + return { + 'result': product is double && product == product.truncateToDouble() + ? product.toInt() + : product, + }; +} + +/// The device clock, in two forms. +/// +/// `time` is what a person checks against their own watch; `iso8601` is what +/// the model should use if it has to compute with it. Giving both costs a few +/// tokens and removes a whole class of "it read the date as the year". +Map runClock(Map args) { + final now = DateTime.now(); + String two(int v) => v.toString().padLeft(2, '0'); + return { + 'time': '${two(now.hour)}:${two(now.minute)}', + 'date': '${now.year}-${two(now.month)}-${two(now.day)}', + 'iso8601': now.toIso8601String(), + }; +} + +/// Where the app is running. +/// +/// `kIsWeb` is asked first because `defaultTargetPlatform` in a browser +/// reports the HOST operating system — a Chrome tab on a Mac answers +/// `macOS`, which is true about the machine and wrong about the app. +Map runDeviceInfo(Map args) => { + 'platform': kIsWeb ? 'web' : defaultTargetPlatform.name, + 'build': kDebugMode ? 'debug' : 'release', +}; + +/// Arguments arrive as whatever JSON the model produced. +/// +/// FunctionGemma is trained to emit tool-call arguments as strings, so `"12"` +/// is the common case there and `12` or `12.0` are the others. All three are +/// the same number and the app should not care which one it got. +num? asNumber(Object? value) => switch (value) { + final num n => n, + final String s => num.tryParse(s.trim()), + _ => null, +}; diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/.gitignore b/codelabs/function-calling-flutter-gemma/complete/linux/.gitignore new file mode 100644 index 000000000..d3896c984 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/.gitignore @@ -0,0 +1 @@ +flutter/ephemeral diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/complete/linux/CMakeLists.txt new file mode 100644 index 000000000..f21ac7bae --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/CMakeLists.txt @@ -0,0 +1,128 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") +# The unique GTK application identifier for this application. See: +# https://wiki.gnome.org/HowDoI/ChooseApplicationID +set(APPLICATION_ID "dev.fluttergemma.functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(SET CMP0063 NEW) + +# Load bundled libraries from the lib/ directory relative to the binary. +set(CMAKE_INSTALL_RPATH "$ORIGIN/lib") + +# Root filesystem for cross-building. +if(FLUTTER_TARGET_PLATFORM_SYSROOT) + set(CMAKE_SYSROOT ${FLUTTER_TARGET_PLATFORM_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH ${CMAKE_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH_MODE_PROGRAM NEVER) + set(CMAKE_FIND_ROOT_PATH_MODE_PACKAGE ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_LIBRARY ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_INCLUDE ONLY) +endif() + +# Define build configuration options. +if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") +endif() + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_14) + target_compile_options(${TARGET} PRIVATE -Wall -Werror) + target_compile_options(${TARGET} PRIVATE "$<$>:-O3>") + target_compile_definitions(${TARGET} PRIVATE "$<$>:NDEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) + +# Only the install-generated bundle's copy of the executable will launch +# correctly, since the resources must in the right relative locations. To avoid +# people trying to run the unbundled copy, put it in a subdirectory instead of +# the default top-level location. +set_target_properties(${BINARY_NAME} + PROPERTIES + RUNTIME_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/intermediates_do_not_run" +) + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# By default, "installing" just makes a relocatable bundle in the build +# directory. +set(BUILD_BUNDLE_DIR "${PROJECT_BINARY_DIR}/bundle") +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +# Start with a clean build bundle directory every time. +install(CODE " + file(REMOVE_RECURSE \"${BUILD_BUNDLE_DIR}/\") + " COMPONENT Runtime) + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}/lib") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +foreach(bundled_library ${PLUGIN_BUNDLED_LIBRARIES}) + install(FILES "${bundled_library}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endforeach(bundled_library) + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/linux/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +if(NOT CMAKE_BUILD_TYPE MATCHES "Debug") + install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/CMakeLists.txt new file mode 100644 index 000000000..d5bd01648 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/CMakeLists.txt @@ -0,0 +1,88 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.10) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. + +# Serves the same purpose as list(TRANSFORM ... PREPEND ...), +# which isn't available in 3.10. +function(list_prepend LIST_NAME PREFIX) + set(NEW_LIST "") + foreach(element ${${LIST_NAME}}) + list(APPEND NEW_LIST "${PREFIX}${element}") + endforeach(element) + set(${LIST_NAME} "${NEW_LIST}" PARENT_SCOPE) +endfunction() + +# === Flutter Library === +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) +pkg_check_modules(GLIB REQUIRED IMPORTED_TARGET glib-2.0) +pkg_check_modules(GIO REQUIRED IMPORTED_TARGET gio-2.0) + +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/libflutter_linux_gtk.so") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/lib/libapp.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "fl_basic_message_channel.h" + "fl_binary_codec.h" + "fl_binary_messenger.h" + "fl_dart_project.h" + "fl_engine.h" + "fl_json_message_codec.h" + "fl_json_method_codec.h" + "fl_message_codec.h" + "fl_method_call.h" + "fl_method_channel.h" + "fl_method_codec.h" + "fl_method_response.h" + "fl_plugin_registrar.h" + "fl_plugin_registry.h" + "fl_standard_message_codec.h" + "fl_standard_method_codec.h" + "fl_string_codec.h" + "fl_value.h" + "fl_view.h" + "flutter_linux.h" +) +list_prepend(FLUTTER_LIBRARY_HEADERS "${EPHEMERAL_DIR}/flutter_linux/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}") +target_link_libraries(flutter INTERFACE + PkgConfig::GTK + PkgConfig::GLIB + PkgConfig::GIO +) +add_dependencies(flutter flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CMAKE_CURRENT_BINARY_DIR}/_phony_ + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.sh" + ${FLUTTER_TARGET_PLATFORM} ${CMAKE_BUILD_TYPE} + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} +) diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..198e9645a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugin_registrant.cc @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include + +void fl_register_plugins(FlPluginRegistry* registry) { + g_autoptr(FlPluginRegistrar) flutter_gemma_registrar = + fl_plugin_registry_get_registrar_for_plugin(registry, "FlutterGemmaPlugin"); + flutter_gemma_plugin_register_with_registrar(flutter_gemma_registrar); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..e0f0a47bc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void fl_register_plugins(FlPluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugins.cmake new file mode 100644 index 000000000..3b0705d0f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/flutter/generated_plugins.cmake @@ -0,0 +1,25 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/linux plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/linux plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/complete/linux/runner/CMakeLists.txt new file mode 100644 index 000000000..e97dabc70 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/runner/CMakeLists.txt @@ -0,0 +1,26 @@ +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} + "main.cc" + "my_application.cc" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the application ID. +add_definitions(-DAPPLICATION_ID="${APPLICATION_ID}") + +# Add dependency libraries. Add any application-specific dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter) +target_link_libraries(${BINARY_NAME} PRIVATE PkgConfig::GTK) + +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/runner/main.cc b/codelabs/function-calling-flutter-gemma/complete/linux/runner/main.cc new file mode 100644 index 000000000..e7c5c5437 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/runner/main.cc @@ -0,0 +1,6 @@ +#include "my_application.h" + +int main(int argc, char** argv) { + g_autoptr(MyApplication) app = my_application_new(); + return g_application_run(G_APPLICATION(app), argc, argv); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/runner/my_application.cc b/codelabs/function-calling-flutter-gemma/complete/linux/runner/my_application.cc new file mode 100644 index 000000000..917c019cf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/runner/my_application.cc @@ -0,0 +1,148 @@ +#include "my_application.h" + +#include +#ifdef GDK_WINDOWING_X11 +#include +#endif + +#include "flutter/generated_plugin_registrant.h" + +struct _MyApplication { + GtkApplication parent_instance; + char** dart_entrypoint_arguments; +}; + +G_DEFINE_TYPE(MyApplication, my_application, GTK_TYPE_APPLICATION) + +// Called when first Flutter frame received. +static void first_frame_cb(MyApplication* self, FlView* view) { + gtk_widget_show(gtk_widget_get_toplevel(GTK_WIDGET(view))); +} + +// Implements GApplication::activate. +static void my_application_activate(GApplication* application) { + MyApplication* self = MY_APPLICATION(application); + GtkWindow* window = + GTK_WINDOW(gtk_application_window_new(GTK_APPLICATION(application))); + + // Use a header bar when running in GNOME as this is the common style used + // by applications and is the setup most users will be using (e.g. Ubuntu + // desktop). + // If running on X and not using GNOME then just use a traditional title bar + // in case the window manager does more exotic layout, e.g. tiling. + // If running on Wayland assume the header bar will work (may need changing + // if future cases occur). + gboolean use_header_bar = TRUE; +#ifdef GDK_WINDOWING_X11 + GdkScreen* screen = gtk_window_get_screen(window); + if (GDK_IS_X11_SCREEN(screen)) { + const gchar* wm_name = gdk_x11_screen_get_window_manager_name(screen); + if (g_strcmp0(wm_name, "GNOME Shell") != 0) { + use_header_bar = FALSE; + } + } +#endif + if (use_header_bar) { + GtkHeaderBar* header_bar = GTK_HEADER_BAR(gtk_header_bar_new()); + gtk_widget_show(GTK_WIDGET(header_bar)); + gtk_header_bar_set_title(header_bar, "Gemma Function Calling"); + gtk_header_bar_set_show_close_button(header_bar, TRUE); + gtk_window_set_titlebar(window, GTK_WIDGET(header_bar)); + } else { + gtk_window_set_title(window, "Gemma Function Calling"); + } + + gtk_window_set_default_size(window, 1280, 720); + + g_autoptr(FlDartProject) project = fl_dart_project_new(); + fl_dart_project_set_dart_entrypoint_arguments( + project, self->dart_entrypoint_arguments); + + FlView* view = fl_view_new(project); + GdkRGBA background_color; + // Background defaults to black, override it here if necessary, e.g. #00000000 + // for transparent. + gdk_rgba_parse(&background_color, "#000000"); + fl_view_set_background_color(view, &background_color); + gtk_widget_show(GTK_WIDGET(view)); + gtk_container_add(GTK_CONTAINER(window), GTK_WIDGET(view)); + + // Show the window when Flutter renders. + // Requires the view to be realized so we can start rendering. + g_signal_connect_swapped(view, "first-frame", G_CALLBACK(first_frame_cb), + self); + gtk_widget_realize(GTK_WIDGET(view)); + + fl_register_plugins(FL_PLUGIN_REGISTRY(view)); + + gtk_widget_grab_focus(GTK_WIDGET(view)); +} + +// Implements GApplication::local_command_line. +static gboolean my_application_local_command_line(GApplication* application, + gchar*** arguments, + int* exit_status) { + MyApplication* self = MY_APPLICATION(application); + // Strip out the first argument as it is the binary name. + self->dart_entrypoint_arguments = g_strdupv(*arguments + 1); + + g_autoptr(GError) error = nullptr; + if (!g_application_register(application, nullptr, &error)) { + g_warning("Failed to register: %s", error->message); + *exit_status = 1; + return TRUE; + } + + g_application_activate(application); + *exit_status = 0; + + return TRUE; +} + +// Implements GApplication::startup. +static void my_application_startup(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application startup. + + G_APPLICATION_CLASS(my_application_parent_class)->startup(application); +} + +// Implements GApplication::shutdown. +static void my_application_shutdown(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application shutdown. + + G_APPLICATION_CLASS(my_application_parent_class)->shutdown(application); +} + +// Implements GObject::dispose. +static void my_application_dispose(GObject* object) { + MyApplication* self = MY_APPLICATION(object); + g_clear_pointer(&self->dart_entrypoint_arguments, g_strfreev); + G_OBJECT_CLASS(my_application_parent_class)->dispose(object); +} + +static void my_application_class_init(MyApplicationClass* klass) { + G_APPLICATION_CLASS(klass)->activate = my_application_activate; + G_APPLICATION_CLASS(klass)->local_command_line = + my_application_local_command_line; + G_APPLICATION_CLASS(klass)->startup = my_application_startup; + G_APPLICATION_CLASS(klass)->shutdown = my_application_shutdown; + G_OBJECT_CLASS(klass)->dispose = my_application_dispose; +} + +static void my_application_init(MyApplication* self) {} + +MyApplication* my_application_new() { + // Set the program name to the application ID, which helps various systems + // like GTK and desktop environments map this running application to its + // corresponding .desktop file. This ensures better integration by allowing + // the application to be recognized beyond its binary name. + g_set_prgname(APPLICATION_ID); + + return MY_APPLICATION(g_object_new(my_application_get_type(), + "application-id", APPLICATION_ID, "flags", + G_APPLICATION_NON_UNIQUE, nullptr)); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/linux/runner/my_application.h b/codelabs/function-calling-flutter-gemma/complete/linux/runner/my_application.h new file mode 100644 index 000000000..db16367a7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/linux/runner/my_application.h @@ -0,0 +1,21 @@ +#ifndef FLUTTER_MY_APPLICATION_H_ +#define FLUTTER_MY_APPLICATION_H_ + +#include + +G_DECLARE_FINAL_TYPE(MyApplication, + my_application, + MY, + APPLICATION, + GtkApplication) + +/** + * my_application_new: + * + * Creates a new Flutter-based application. + * + * Returns: a new #MyApplication. + */ +MyApplication* my_application_new(); + +#endif // FLUTTER_MY_APPLICATION_H_ diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/.gitignore b/codelabs/function-calling-flutter-gemma/complete/macos/.gitignore new file mode 100644 index 000000000..746adbb6b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/.gitignore @@ -0,0 +1,7 @@ +# Flutter-related +**/Flutter/ephemeral/ +**/Pods/ + +# Xcode-related +**/dgph +**/xcuserdata/ diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/Flutter-Debug.xcconfig b/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/Flutter-Debug.xcconfig new file mode 100644 index 000000000..4b81f9b2d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/Flutter-Debug.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/Flutter-Release.xcconfig b/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/Flutter-Release.xcconfig new file mode 100644 index 000000000..5caa9d157 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/Flutter-Release.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/GeneratedPluginRegistrant.swift b/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/GeneratedPluginRegistrant.swift new file mode 100644 index 000000000..0be86a9b4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Flutter/GeneratedPluginRegistrant.swift @@ -0,0 +1,18 @@ +// +// Generated file. Do not edit. +// + +import FlutterMacOS +import Foundation + +import connectivity_plus +import flutter_gemma +import large_file_handler +import shared_preferences_foundation + +func RegisterGeneratedPlugins(registry: FlutterPluginRegistry) { + ConnectivityPlusPlugin.register(with: registry.registrar(forPlugin: "ConnectivityPlusPlugin")) + FlutterGemmaPlugin.register(with: registry.registrar(forPlugin: "FlutterGemmaPlugin")) + LargeFileHandlerPlugin.register(with: registry.registrar(forPlugin: "LargeFileHandlerPlugin")) + SharedPreferencesPlugin.register(with: registry.registrar(forPlugin: "SharedPreferencesPlugin")) +} diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Podfile b/codelabs/function-calling-flutter-gemma/complete/macos/Podfile new file mode 100644 index 000000000..32aafe8bf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Podfile @@ -0,0 +1,98 @@ +platform :osx, '12.0' + +# CocoaPods analytics sends network stats synchronously affecting flutter build latency. +ENV['COCOAPODS_DISABLE_STATS'] = 'true' + +project 'Runner', { + 'Debug' => :debug, + 'Profile' => :release, + 'Release' => :release, +} + +def flutter_root + generated_xcode_build_settings_path = File.expand_path(File.join('..', 'Flutter', 'ephemeral', 'Flutter-Generated.xcconfig'), __FILE__) + unless File.exist?(generated_xcode_build_settings_path) + raise "#{generated_xcode_build_settings_path} must exist. If you're running pod install manually, make sure \"flutter pub get\" is executed first" + end + + File.foreach(generated_xcode_build_settings_path) do |line| + matches = line.match(/FLUTTER_ROOT\=(.*)/) + return matches[1].strip if matches + end + raise "FLUTTER_ROOT not found in #{generated_xcode_build_settings_path}. Try deleting Flutter-Generated.xcconfig, then run \"flutter pub get\"" +end + +require File.expand_path(File.join('packages', 'flutter_tools', 'bin', 'podhelper'), flutter_root) + +flutter_macos_podfile_setup + +target 'Runner' do + use_frameworks! + + flutter_install_all_macos_pods File.dirname(File.realpath(__FILE__)) + target 'RunnerTests' do + inherit! :search_paths + end +end +post_install do |installer| + installer.pods_project.targets.each do |target| + flutter_additional_macos_build_settings(target) + end + + # flutter_gemma: stage the upstream Apple companion dylibs into the built + # .app. `hook/build.dart` deliberately skips them from Native Assets on macOS + # (#247 — Google ships them without `-Wl,-headerpad_max_install_names`, so the + # JIT bundling path cannot rewrite their install_name), which leaves this + # build phase to stage them. + # + # The phase only LOCATES and RUNS a script; the staging logic itself lives in + # flutter_gemma_litertlm and is delivered next to the dylibs it stages. That + # is deliberate: this block is frozen into your Xcode project, and a copy of + # the logic frozen there cannot be fixed by upgrading the package. + installer.aggregate_targets.each do |aggregate_target| + aggregate_target.user_targets.each do |user_target| + phase_name = '[flutter_gemma] Setup LiteRT-LM macOS' + + # Only the app target embeds the Frameworks/ this phase patches. + # RunnerTests inherits Runner's framework search paths and has no + # Contents/Frameworks of its own — having the phase there creates a + # cross-target dependency on Runner's framework output that Xcode reports + # as "Cycle inside Flutter Assemble" (#300). Remove any stale copy from + # non-app targets and skip them. + unless user_target.name == 'Runner' + user_target.build_phases + .select { |p| p.respond_to?(:name) && p.name == phase_name } + .each { |p| user_target.build_phases.delete(p) } + next + end + + existing = user_target.shell_script_build_phases.find { |p| p.name == phase_name } + phase = existing || user_target.new_shell_script_build_phase(phase_name) + # The embedded LiteRtLm binary is an INPUT so the phase re-runs whenever + # Flutter's always-out-of-date `embed` phase re-copies the raw, unpatched + # binary over the patched one. Without it Xcode caches the phase after the + # first build and the second incremental build ships an unpatched + # LiteRtLm that fails dlopen at runtime (#368). + phase.input_paths = [ + '$(BUILT_PRODUCTS_DIR)/$(PRODUCT_NAME).app/Contents/Frameworks/LiteRtLm.framework/Versions/A/LiteRtLm', + ] + # A declared output lets Xcode order the phase in its dependency graph + # instead of treating it as "runs every build with no outputs" — the other + # half of the cycle warning (#300). The script touches this file. + phase.output_paths = ['$(DERIVED_FILE_DIR)/flutter_gemma_litertlm_macos.stamp'] + phase.shell_script = <<~SHELL + set -e + STAGER="${HOME}/Library/Caches/flutter_gemma/native/macos_arm64/stage_macos_companions.sh" + if [ ! -f "${STAGER}" ]; then + echo "[flutter_gemma] ERROR: ${STAGER} not found." >&2 + echo " flutter_gemma_litertlm 1.6.2+ installs it there from its build hook." >&2 + echo " Upgrade the package, then: flutter clean && flutter pub get" >&2 + exit 1 + fi + sh "${STAGER}" "${BUILT_PRODUCTS_DIR}/${PRODUCT_NAME}.app/Contents/Frameworks" + mkdir -p "$(dirname "${SCRIPT_OUTPUT_FILE_0}")" + touch "${SCRIPT_OUTPUT_FILE_0}" + SHELL + end + end +end diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner.xcodeproj/project.pbxproj b/codelabs/function-calling-flutter-gemma/complete/macos/Runner.xcodeproj/project.pbxproj new file mode 100644 index 000000000..4b6591456 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner.xcodeproj/project.pbxproj @@ -0,0 +1,846 @@ +// !$*UTF8*$! +{ + archiveVersion = 1; + classes = { + }; + objectVersion = 54; + objects = { + +/* Begin PBXAggregateTarget section */ + 33CC111A2044C6BA0003C045 /* Flutter Assemble */ = { + isa = PBXAggregateTarget; + buildConfigurationList = 33CC111B2044C6BA0003C045 /* Build configuration list for PBXAggregateTarget "Flutter Assemble" */; + buildPhases = ( + 33CC111E2044C6BF0003C045 /* ShellScript */, + ); + dependencies = ( + ); + name = "Flutter Assemble"; + productName = FLX; + }; +/* End PBXAggregateTarget section */ + +/* Begin PBXBuildFile section */ + 331C80D8294CF71000263BE5 /* RunnerTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = 331C80D7294CF71000263BE5 /* RunnerTests.swift */; }; + 335BBD1B22A9A15E00E9071D /* GeneratedPluginRegistrant.swift in Sources */ = {isa = PBXBuildFile; fileRef = 335BBD1A22A9A15E00E9071D /* GeneratedPluginRegistrant.swift */; }; + 33CC10F12044A3C60003C045 /* AppDelegate.swift in Sources */ = {isa = PBXBuildFile; fileRef = 33CC10F02044A3C60003C045 /* AppDelegate.swift */; }; + 33CC10F32044A3C60003C045 /* Assets.xcassets in Resources */ = {isa = PBXBuildFile; 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/AppInfo.xcconfig b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/AppInfo.xcconfig new file mode 100644 index 000000000..0fcdf0410 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/AppInfo.xcconfig @@ -0,0 +1,14 @@ +// Application-level settings for the Runner target. +// +// This may be replaced with something auto-generated from metadata (e.g., pubspec.yaml) in the +// future. If not, the values below would default to using the project name when this becomes a +// 'flutter create' template. + +// The application's name. By default this is also the title of the Flutter window. +PRODUCT_NAME = Gemma Function Calling + +// The application's bundle identifier +PRODUCT_BUNDLE_IDENTIFIER = dev.fluttergemma.functioncalling + +// The copyright displayed in application information +PRODUCT_COPYRIGHT = Copyright © 2026 dev.fluttergemma. All rights reserved. diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Debug.xcconfig new file mode 100644 index 000000000..36b0fd946 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Debug.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Debug.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Release.xcconfig b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Release.xcconfig new file mode 100644 index 000000000..dff4f4956 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Release.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Release.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Warnings.xcconfig b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Warnings.xcconfig new file mode 100644 index 000000000..42bcbf478 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Configs/Warnings.xcconfig @@ -0,0 +1,13 @@ +WARNING_CFLAGS = -Wall -Wconditional-uninitialized -Wnullable-to-nonnull-conversion -Wmissing-method-return-type -Woverlength-strings +GCC_WARN_UNDECLARED_SELECTOR = YES +CLANG_UNDEFINED_BEHAVIOR_SANITIZER_NULLABILITY = YES +CLANG_WARN_UNGUARDED_AVAILABILITY = YES_AGGRESSIVE +CLANG_WARN__DUPLICATE_METHOD_MATCH = YES +CLANG_WARN_PRAGMA_PACK = YES +CLANG_WARN_STRICT_PROTOTYPES = YES +CLANG_WARN_COMMA = YES +GCC_WARN_STRICT_SELECTOR_MATCH = YES +CLANG_WARN_OBJC_REPEATED_USE_OF_WEAK = YES +CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES +GCC_WARN_SHADOW = YES +CLANG_WARN_UNREACHABLE_CODE = YES diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/DebugProfile.entitlements b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/DebugProfile.entitlements new file mode 100644 index 000000000..8eb23d1c4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/DebugProfile.entitlements @@ -0,0 +1,16 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.allow-jit + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + com.apple.security.network.server + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Info.plist new file mode 100644 index 000000000..4789daa6a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Info.plist @@ -0,0 +1,32 @@ + + + + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIconFile + + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + $(PRODUCT_NAME) + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSMinimumSystemVersion + $(MACOSX_DEPLOYMENT_TARGET) + NSHumanReadableCopyright + $(PRODUCT_COPYRIGHT) + NSMainNibFile + MainMenu + NSPrincipalClass + NSApplication + + diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/MainFlutterWindow.swift b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/MainFlutterWindow.swift new file mode 100644 index 000000000..3cc05eb23 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/MainFlutterWindow.swift @@ -0,0 +1,15 @@ +import Cocoa +import FlutterMacOS + +class MainFlutterWindow: NSWindow { + override func awakeFromNib() { + let flutterViewController = FlutterViewController() + let windowFrame = self.frame + self.contentViewController = flutterViewController + self.setFrame(windowFrame, display: true) + + RegisterGeneratedPlugins(registry: flutterViewController) + + super.awakeFromNib() + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Release.entitlements b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Release.entitlements new file mode 100644 index 000000000..d7c971d31 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/Runner/Release.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/macos/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/complete/macos/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..61f3bd1fc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/macos/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Cocoa +import FlutterMacOS +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/complete/pubspec.yaml b/codelabs/function-calling-flutter-gemma/complete/pubspec.yaml new file mode 100644 index 000000000..324dd18bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/pubspec.yaml @@ -0,0 +1,97 @@ +name: gemma_quickstart +description: "A new Flutter project." +# The following line prevents the package from being accidentally published to +# pub.dev using `flutter pub publish`. This is preferred for private packages. +publish_to: 'none' # Remove this line if you wish to publish to pub.dev + +# The following defines the version and build number for your application. +# A version number is three numbers separated by dots, like 1.2.43 +# followed by an optional build number separated by a +. +# Both the version and the builder number may be overridden in flutter +# build by specifying --build-name and --build-number, respectively. +# In Android, build-name is used as versionName while build-number used as versionCode. +# Read more about Android versioning at https://developer.android.com/studio/publish/versioning +# In iOS, build-name is used as CFBundleShortVersionString while build-number is used as CFBundleVersion. +# Read more about iOS versioning at +# https://developer.apple.com/library/archive/documentation/General/Reference/InfoPlistKeyReference/Articles/CoreFoundationKeys.html +# In Windows, build-name is used as the major, minor, and patch parts +# of the product and file versions while build-number is used as the build suffix. +version: 1.0.0+1 + +environment: + sdk: ^3.12.0 + +# Dependencies specify other packages that your package needs in order to work. +# To automatically upgrade your package dependencies to the latest versions +# consider running `flutter pub upgrade --major-versions`. Alternatively, +# dependencies can be manually updated by changing the version numbers below to +# the latest version available on pub.dev. To see which dependencies have newer +# versions available, run `flutter pub outdated`. +dependencies: + flutter: + sdk: flutter + + # The following adds the Cupertino Icons font to your application. + # Use with the CupertinoIcons class for iOS style icons. + cupertino_icons: ^1.0.8 + + # The engine-agnostic core: registry, install/runtime API, chat. + flutter_gemma: ^1.7.1 + # The .litertlm inference engine. Engines are opt-in — core + # registers none, so this package must be added explicitly. + flutter_gemma_litertlm: ^1.6.2 + +dev_dependencies: + flutter_test: + sdk: flutter + integration_test: + sdk: flutter + + # The "flutter_lints" package below contains a set of recommended lints to + # encourage good coding practices. The lint set provided by the package is + # activated in the `analysis_options.yaml` file located at the root of your + # package. See that file for information about deactivating specific lint + # rules and activating additional ones. + flutter_lints: ^6.0.0 + +# For information on the generic Dart part of this file, see the +# following page: https://dart.dev/tools/pub/pubspec + +# The following section is specific to Flutter packages. +flutter: + + # The following line ensures that the Material Icons font is + # included with your application, so that you can use the icons in + # the material Icons class. + uses-material-design: true + + # To add assets to your application, add an assets section, like this: + # assets: + # - images/a_dot_burr.jpeg + # - images/a_dot_ham.jpeg + + # An image asset can refer to one or more resolution-specific "variants", see + # https://flutter.dev/to/resolution-aware-images + + # For details regarding adding assets from package dependencies, see + # https://flutter.dev/to/asset-from-package + + # To add custom fonts to your application, add a fonts section here, + # in this "flutter" section. Each entry in this list should have a + # "family" key with the font family name, and a "fonts" key with a + # list giving the asset and other descriptors for the font. For + # example: + # fonts: + # - family: Schyler + # fonts: + # - asset: fonts/Schyler-Regular.ttf + # - asset: fonts/Schyler-Italic.ttf + # style: italic + # - family: Trajan Pro + # fonts: + # - asset: fonts/TrajanPro.ttf + # - asset: fonts/TrajanPro_Bold.ttf + # weight: 700 + # + # For details regarding fonts from package dependencies, + # see https://flutter.dev/to/font-from-package diff --git a/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart b/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart new file mode 100644 index 000000000..9f86d4dd4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart @@ -0,0 +1,147 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; +import 'package:flutter_test/flutter_test.dart'; +import 'package:gemma_quickstart/download_page.dart'; +import 'package:gemma_quickstart/model.dart'; +import 'package:gemma_quickstart/tools.dart'; + +void main() { + // `isModelInstalled` is keyed by file name. `install()` skips bytes it + // already has, so a name that drifts from its URL does not re-download — it + // strands the app on a download screen the gate is never satisfied by. At + // 2.59 GB that is not a small mistake. + test('every downloadable model id matches the last segment of its URL', () { + for (final model in Models.downloadable) { + expect(model.fileName, model.url!.split('/').last, reason: model.label); + } + }); + + // The two halves of the toolbox are the two things that can drift apart: a + // declaration with no runner is a call the app answers with an error + // forever, and a runner with no declaration is code the model is never told + // about. + test('every declared tool has a runner, and no runner is undeclared', () { + expect( + toolbox.map((t) => t.name).toSet(), + toolRunners.keys.toSet(), + reason: 'toolbox and toolRunners must name the same tools', + ); + }); + + // The declaration is the model's only description of a function, so its + // shape is part of the app's behaviour and not a comment. + test('multiply declares the two arguments its runner reads', () { + final properties = + multiplyTool.parameters['properties'] as Map; + expect(properties.keys, containsAll(['a', 'b'])); + expect(multiplyTool.parameters['required'], ['a', 'b']); + }); + + // A no-argument tool still carries `parameters`. Dropping the map makes + // FunctionGemma's rendered declaration lose its parameters block, which + // reads to the model as a declaration that was cut off. + test('the no-argument tools still declare an object type', () { + for (final tool in [clockTool, deviceTool]) { + expect(tool.parameters['type'], 'object', reason: tool.name); + expect(tool.parameters['properties'], isEmpty, reason: tool.name); + } + }); + + group('runMultiply answers whatever the model wrote', () { + // FunctionGemma is trained to emit arguments as strings, so this is the + // ordinary case, not the exotic one. + test('strings', () { + expect(runMultiply({'a': '1234', 'b': '5678'}), {'result': 7006652}); + }); + + test('numbers', () { + expect(runMultiply({'a': 47, 'b': 89}), {'result': 4183}); + }); + + // An integer product that arrives as doubles must not be read back to the + // user as "156.0". + test('doubles that are whole numbers come back whole', () { + expect(runMultiply({'a': 12.0, 'b': 13.0}), {'result': 156}); + }); + + test('a genuine fraction stays one', () { + expect(runMultiply({'a': 0.5, 'b': 3}), {'result': 1.5}); + }); + + // Returned, not thrown: the model has to be able to read this and try + // again, and an exception would end the turn instead. + test('nonsense is an error map, not an exception', () { + final answer = runMultiply({'a': 'twelve', 'b': 13}); + expect(answer.containsKey('error'), isTrue); + expect(answer.containsKey('result'), isFalse); + }); + }); + + test('an undeclared name is answered, not thrown', () { + final answer = runTool( + const FunctionCallResponse(name: 'launch_rocket', args: {}), + ); + expect(answer['error'], contains('launch_rocket')); + }); + + test('the clock answers in a shape a person can check', () { + final now = runClock(const {}); + expect(now['time'], matches(RegExp(r'^\d{2}:\d{2}$'))); + expect(now['date'], matches(RegExp(r'^\d{4}-\d{2}-\d{2}$'))); + expect(DateTime.parse(now['iso8601'] as String), isA()); + }); + + group('ModelChoice', () { + // The whole point of Step 4: what comes out of `litetune convert` is a + // `.litertlm` like any other, and the only thing that differs is where the + // bytes are. + test('a model from disk carries a path and no URL', () { + final tuned = ModelChoice.fromDisk('/tmp/artifacts/my-model.litertlm'); + expect(tuned.path, '/tmp/artifacts/my-model.litertlm'); + expect(tuned.url, isNull); + // The id is the basename, because that is what the install registers it + // under and what `isModelInstalled` will be asked about later. + expect(tuned.fileName, 'my-model.litertlm'); + }); + + test('a downloadable model carries a URL and no path', () { + expect(Models.gemma4.path, isNull); + expect(Models.gemma4.url, isNotNull); + }); + + // The two capabilities the chat reads before it offers a control. + test('only Gemma 4 reasons out loud or can be forced to call', () { + expect(Models.gemma4.supportsThinking, isTrue); + expect(Models.gemma4.supportsRequiredToolChoice, isTrue); + expect(Models.functionGemma.supportsThinking, isFalse); + expect(Models.functionGemma.supportsRequiredToolChoice, isFalse); + }); + }); + + testWidgets('the install screen offers the model before any plugin call', ( + tester, + ) async { + await tester.pumpWidget( + MaterialApp( + home: DownloadPage(model: Models.gemma4, onInstalled: () {}), + ), + ); + expect(find.text('Gemma 4 E2B'), findsOneWidget); + expect(find.text('Download model'), findsOneWidget); + }); + + testWidgets('a model from disk is offered as a file, not a download', ( + tester, + ) async { + await tester.pumpWidget( + MaterialApp( + home: DownloadPage( + model: ModelChoice.fromDisk('/tmp/artifacts/my-model.litertlm'), + onInstalled: () {}, + ), + ), + ); + expect(find.text('Open it'), findsOneWidget); + expect(find.text('Download model'), findsNothing); + }); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/web/favicon.png b/codelabs/function-calling-flutter-gemma/complete/web/favicon.png 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a/codelabs/function-calling-flutter-gemma/complete/web/index.html b/codelabs/function-calling-flutter-gemma/complete/web/index.html new file mode 100644 index 000000000..4dc25043a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/web/index.html @@ -0,0 +1,58 @@ + + + + + + + + + + + + + + + + + + + + Gemma Function Calling + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/complete/web/manifest.json b/codelabs/function-calling-flutter-gemma/complete/web/manifest.json new file mode 100644 index 000000000..747e60366 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/web/manifest.json @@ -0,0 +1,35 @@ +{ + "name": "Gemma Function Calling", + "short_name": "Gemma Function Calling", + "start_url": ".", + "display": "standalone", + "background_color": "#0175C2", + "theme_color": "#0175C2", + "description": "A new Flutter project.", + "orientation": "portrait-primary", + "prefer_related_applications": false, + "icons": [ + { + "src": "icons/Icon-192.png", + "sizes": "192x192", + "type": "image/png" + }, + { + "src": "icons/Icon-512.png", + "sizes": "512x512", + "type": "image/png" + }, + { + "src": "icons/Icon-maskable-192.png", + "sizes": "192x192", + "type": "image/png", + "purpose": "maskable" + }, + { + "src": "icons/Icon-maskable-512.png", + "sizes": "512x512", + "type": "image/png", + "purpose": "maskable" + } + ] +} diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/.gitignore b/codelabs/function-calling-flutter-gemma/complete/windows/.gitignore new file mode 100644 index 000000000..d492d0d98 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/.gitignore @@ -0,0 +1,17 @@ +flutter/ephemeral/ + +# Visual Studio user-specific files. +*.suo +*.user +*.userosscache +*.sln.docstates + +# Visual Studio build-related files. +x64/ +x86/ + +# Visual Studio cache files +# files ending in .cache can be ignored +*.[Cc]ache +# but keep track of directories ending in .cache +!*.[Cc]ache/ diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/complete/windows/CMakeLists.txt new file mode 100644 index 000000000..ed760319f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/CMakeLists.txt @@ -0,0 +1,108 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.14) +project(functioncalling LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(VERSION 3.14...3.25) + +# Define build configuration option. +get_property(IS_MULTICONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) +if(IS_MULTICONFIG) + set(CMAKE_CONFIGURATION_TYPES "Debug;Profile;Release" + CACHE STRING "" FORCE) +else() + if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") + endif() +endif() +# Define settings for the Profile build mode. +set(CMAKE_EXE_LINKER_FLAGS_PROFILE "${CMAKE_EXE_LINKER_FLAGS_RELEASE}") +set(CMAKE_SHARED_LINKER_FLAGS_PROFILE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE}") +set(CMAKE_C_FLAGS_PROFILE "${CMAKE_C_FLAGS_RELEASE}") +set(CMAKE_CXX_FLAGS_PROFILE "${CMAKE_CXX_FLAGS_RELEASE}") + +# Use Unicode for all projects. +add_definitions(-DUNICODE -D_UNICODE) + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_17) + target_compile_options(${TARGET} PRIVATE /W4 /WX /wd"4100") + target_compile_options(${TARGET} PRIVATE /EHsc) + target_compile_definitions(${TARGET} PRIVATE "_HAS_EXCEPTIONS=0") + target_compile_definitions(${TARGET} PRIVATE "$<$:_DEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# Support files are copied into place next to the executable, so that it can +# run in place. This is done instead of making a separate bundle (as on Linux) +# so that building and running from within Visual Studio will work. +set(BUILD_BUNDLE_DIR "$") +# Make the "install" step default, as it's required to run. +set(CMAKE_VS_INCLUDE_INSTALL_TO_DEFAULT_BUILD 1) +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +if(PLUGIN_BUNDLED_LIBRARIES) + install(FILES "${PLUGIN_BUNDLED_LIBRARIES}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/windows/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + CONFIGURATIONS Profile;Release + COMPONENT Runtime) diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/CMakeLists.txt new file mode 100644 index 000000000..903f4899d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/CMakeLists.txt @@ -0,0 +1,109 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.14) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. +set(WRAPPER_ROOT "${EPHEMERAL_DIR}/cpp_client_wrapper") + +# Set fallback configurations for older versions of the flutter tool. +if (NOT DEFINED FLUTTER_TARGET_PLATFORM) + set(FLUTTER_TARGET_PLATFORM "windows-x64") +endif() + +# === Flutter Library === +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/flutter_windows.dll") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/windows/app.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "flutter_export.h" + "flutter_windows.h" + "flutter_messenger.h" + "flutter_plugin_registrar.h" + "flutter_texture_registrar.h" +) +list(TRANSFORM FLUTTER_LIBRARY_HEADERS PREPEND "${EPHEMERAL_DIR}/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}.lib") +add_dependencies(flutter flutter_assemble) + +# === Wrapper === +list(APPEND CPP_WRAPPER_SOURCES_CORE + "core_implementations.cc" + "standard_codec.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_CORE PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_PLUGIN + "plugin_registrar.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_PLUGIN PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_APP + "flutter_engine.cc" + "flutter_view_controller.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_APP PREPEND "${WRAPPER_ROOT}/") + +# Wrapper sources needed for a plugin. +add_library(flutter_wrapper_plugin STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} +) +apply_standard_settings(flutter_wrapper_plugin) +set_target_properties(flutter_wrapper_plugin PROPERTIES + POSITION_INDEPENDENT_CODE ON) +set_target_properties(flutter_wrapper_plugin PROPERTIES + CXX_VISIBILITY_PRESET hidden) +target_link_libraries(flutter_wrapper_plugin PUBLIC flutter) +target_include_directories(flutter_wrapper_plugin PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_plugin flutter_assemble) + +# Wrapper sources needed for the runner. +add_library(flutter_wrapper_app STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_APP} +) +apply_standard_settings(flutter_wrapper_app) +target_link_libraries(flutter_wrapper_app PUBLIC flutter) +target_include_directories(flutter_wrapper_app PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_app flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +set(PHONY_OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/_phony_") +set_source_files_properties("${PHONY_OUTPUT}" PROPERTIES SYMBOLIC TRUE) +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} + ${PHONY_OUTPUT} + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.bat" + ${FLUTTER_TARGET_PLATFORM} $ + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} +) diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..38c2332a8 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugin_registrant.cc @@ -0,0 +1,17 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include +#include + +void RegisterPlugins(flutter::PluginRegistry* registry) { + ConnectivityPlusWindowsPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("ConnectivityPlusWindowsPlugin")); + FlutterGemmaPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("FlutterGemmaPlugin")); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..dc139d85a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void RegisterPlugins(flutter::PluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugins.cmake new file mode 100644 index 000000000..8dcbac209 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/flutter/generated_plugins.cmake @@ -0,0 +1,26 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + connectivity_plus + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/windows plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/windows plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/complete/windows/runner/CMakeLists.txt new file mode 100644 index 000000000..394917c05 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/CMakeLists.txt @@ -0,0 +1,40 @@ +cmake_minimum_required(VERSION 3.14) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} WIN32 + "flutter_window.cpp" + "main.cpp" + "utils.cpp" + "win32_window.cpp" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" + "Runner.rc" + "runner.exe.manifest" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the build version. +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION=\"${FLUTTER_VERSION}\"") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MAJOR=${FLUTTER_VERSION_MAJOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MINOR=${FLUTTER_VERSION_MINOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_PATCH=${FLUTTER_VERSION_PATCH}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_BUILD=${FLUTTER_VERSION_BUILD}") + +# Disable Windows macros that collide with C++ standard library functions. +target_compile_definitions(${BINARY_NAME} PRIVATE "NOMINMAX") + +# Add dependency libraries and include directories. Add any application-specific +# dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter flutter_wrapper_app) +target_link_libraries(${BINARY_NAME} PRIVATE "dwmapi.lib") +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/Runner.rc b/codelabs/function-calling-flutter-gemma/complete/windows/runner/Runner.rc new file mode 100644 index 000000000..967d1c9d1 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/Runner.rc @@ -0,0 +1,121 @@ +// Microsoft Visual C++ generated resource script. +// +#pragma code_page(65001) +#include "resource.h" + +#define APSTUDIO_READONLY_SYMBOLS +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 2 resource. +// +#include "winres.h" + +///////////////////////////////////////////////////////////////////////////// +#undef APSTUDIO_READONLY_SYMBOLS + +///////////////////////////////////////////////////////////////////////////// +// English (United States) resources + +#if !defined(AFX_RESOURCE_DLL) || defined(AFX_TARG_ENU) +LANGUAGE LANG_ENGLISH, SUBLANG_ENGLISH_US + +#ifdef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// TEXTINCLUDE +// + +1 TEXTINCLUDE +BEGIN + "resource.h\0" +END + +2 TEXTINCLUDE +BEGIN + "#include ""winres.h""\r\n" + "\0" +END + +3 TEXTINCLUDE +BEGIN + "\r\n" + "\0" +END + +#endif // APSTUDIO_INVOKED + + +///////////////////////////////////////////////////////////////////////////// +// +// Icon +// + +// Icon with lowest ID value placed first to ensure application icon +// remains consistent on all systems. +IDI_APP_ICON ICON "resources\\app_icon.ico" + + +///////////////////////////////////////////////////////////////////////////// +// +// Version +// + +#if defined(FLUTTER_VERSION_MAJOR) && defined(FLUTTER_VERSION_MINOR) && defined(FLUTTER_VERSION_PATCH) && defined(FLUTTER_VERSION_BUILD) +#define VERSION_AS_NUMBER FLUTTER_VERSION_MAJOR,FLUTTER_VERSION_MINOR,FLUTTER_VERSION_PATCH,FLUTTER_VERSION_BUILD +#else +#define VERSION_AS_NUMBER 1,0,0,0 +#endif + +#if defined(FLUTTER_VERSION) +#define VERSION_AS_STRING FLUTTER_VERSION +#else +#define VERSION_AS_STRING "1.0.0" +#endif + +VS_VERSION_INFO VERSIONINFO + FILEVERSION VERSION_AS_NUMBER + PRODUCTVERSION VERSION_AS_NUMBER + FILEFLAGSMASK VS_FFI_FILEFLAGSMASK +#ifdef _DEBUG + FILEFLAGS VS_FF_DEBUG +#else + FILEFLAGS 0x0L +#endif + FILEOS VOS__WINDOWS32 + FILETYPE VFT_APP + FILESUBTYPE 0x0L +BEGIN + BLOCK "StringFileInfo" + BEGIN + BLOCK "040904e4" + BEGIN + VALUE "CompanyName", "dev.fluttergemma" "\0" + VALUE "FileDescription", "Gemma Function Calling" "\0" + VALUE "FileVersion", VERSION_AS_STRING "\0" + VALUE "InternalName", "functioncalling" "\0" + VALUE "LegalCopyright", "Copyright (C) 2026 dev.fluttergemma. All rights reserved." "\0" + VALUE "OriginalFilename", "functioncalling.exe" "\0" + VALUE "ProductName", "Gemma Function Calling" "\0" + VALUE "ProductVersion", VERSION_AS_STRING "\0" + END + END + BLOCK "VarFileInfo" + BEGIN + VALUE "Translation", 0x409, 1252 + END +END + +#endif // English (United States) resources +///////////////////////////////////////////////////////////////////////////// + + + +#ifndef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 3 resource. +// + + +///////////////////////////////////////////////////////////////////////////// +#endif // not APSTUDIO_INVOKED diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/flutter_window.cpp b/codelabs/function-calling-flutter-gemma/complete/windows/runner/flutter_window.cpp new file mode 100644 index 000000000..955ee3038 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/flutter_window.cpp @@ -0,0 +1,71 @@ +#include "flutter_window.h" + +#include + +#include "flutter/generated_plugin_registrant.h" + +FlutterWindow::FlutterWindow(const flutter::DartProject& project) + : project_(project) {} + +FlutterWindow::~FlutterWindow() {} + +bool FlutterWindow::OnCreate() { + if (!Win32Window::OnCreate()) { + return false; + } + + RECT frame = GetClientArea(); + + // The size here must match the window dimensions to avoid unnecessary surface + // creation / destruction in the startup path. + flutter_controller_ = std::make_unique( + frame.right - frame.left, frame.bottom - frame.top, project_); + // Ensure that basic setup of the controller was successful. + if (!flutter_controller_->engine() || !flutter_controller_->view()) { + return false; + } + RegisterPlugins(flutter_controller_->engine()); + SetChildContent(flutter_controller_->view()->GetNativeWindow()); + + flutter_controller_->engine()->SetNextFrameCallback([&]() { + this->Show(); + }); + + // Flutter can complete the first frame before the "show window" callback is + // registered. The following call ensures a frame is pending to ensure the + // window is shown. It is a no-op if the first frame hasn't completed yet. + flutter_controller_->ForceRedraw(); + + return true; +} + +void FlutterWindow::OnDestroy() { + if (flutter_controller_) { + flutter_controller_ = nullptr; + } + + Win32Window::OnDestroy(); +} + +LRESULT +FlutterWindow::MessageHandler(HWND hwnd, UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + // Give Flutter, including plugins, an opportunity to handle window messages. + if (flutter_controller_) { + std::optional result = + flutter_controller_->HandleTopLevelWindowProc(hwnd, message, wparam, + lparam); + if (result) { + return *result; + } + } + + switch (message) { + case WM_FONTCHANGE: + flutter_controller_->engine()->ReloadSystemFonts(); + break; + } + + return Win32Window::MessageHandler(hwnd, message, wparam, lparam); +} diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/flutter_window.h b/codelabs/function-calling-flutter-gemma/complete/windows/runner/flutter_window.h new file mode 100644 index 000000000..6da0652f0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/flutter_window.h @@ -0,0 +1,33 @@ +#ifndef RUNNER_FLUTTER_WINDOW_H_ +#define RUNNER_FLUTTER_WINDOW_H_ + +#include +#include + +#include + +#include "win32_window.h" + +// A window that does nothing but host a Flutter view. +class FlutterWindow : public Win32Window { + public: + // Creates a new FlutterWindow hosting a Flutter view running |project|. + explicit FlutterWindow(const flutter::DartProject& project); + virtual ~FlutterWindow(); + + protected: + // Win32Window: + bool OnCreate() override; + void OnDestroy() override; + LRESULT MessageHandler(HWND window, UINT const message, WPARAM const wparam, + LPARAM const lparam) noexcept override; + + private: + // The project to run. + flutter::DartProject project_; + + // The Flutter instance hosted by this window. + std::unique_ptr flutter_controller_; +}; + +#endif // RUNNER_FLUTTER_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/main.cpp b/codelabs/function-calling-flutter-gemma/complete/windows/runner/main.cpp new file mode 100644 index 000000000..38dad4a50 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/main.cpp @@ -0,0 +1,43 @@ +#include +#include +#include + +#include "flutter_window.h" +#include "utils.h" + +int APIENTRY wWinMain(_In_ HINSTANCE instance, _In_opt_ HINSTANCE prev, + _In_ wchar_t *command_line, _In_ int show_command) { + // Attach to console when present (e.g., 'flutter run') or create a + // new console when running with a debugger. + if (!::AttachConsole(ATTACH_PARENT_PROCESS) && ::IsDebuggerPresent()) { + CreateAndAttachConsole(); + } + + // Initialize COM, so that it is available for use in the library and/or + // plugins. + ::CoInitializeEx(nullptr, COINIT_APARTMENTTHREADED); + + flutter::DartProject project(L"data"); + + std::vector command_line_arguments = + GetCommandLineArguments(); + + project.set_dart_entrypoint_arguments(std::move(command_line_arguments)); + + FlutterWindow window(project); + Win32Window::Point origin(10, 10); + Win32Window::Size size(1280, 720); + if (!window.Create(L"Gemma Function Calling", origin, size)) { + return EXIT_FAILURE; + } + window.SetQuitOnClose(true); + + ::MSG msg; + while (::GetMessage(&msg, nullptr, 0, 0)) { + ::TranslateMessage(&msg); + ::DispatchMessage(&msg); + } + + ::CoUninitialize(); + return EXIT_SUCCESS; +} diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/resource.h b/codelabs/function-calling-flutter-gemma/complete/windows/runner/resource.h new file mode 100644 index 000000000..66a65d1e4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/resource.h @@ -0,0 +1,16 @@ +//{{NO_DEPENDENCIES}} +// Microsoft Visual C++ generated include file. +// Used by Runner.rc +// +#define IDI_APP_ICON 101 + +// Next default values for new objects +// +#ifdef APSTUDIO_INVOKED +#ifndef APSTUDIO_READONLY_SYMBOLS +#define _APS_NEXT_RESOURCE_VALUE 102 +#define _APS_NEXT_COMMAND_VALUE 40001 +#define _APS_NEXT_CONTROL_VALUE 1001 +#define _APS_NEXT_SYMED_VALUE 101 +#endif +#endif diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/resources/app_icon.ico b/codelabs/function-calling-flutter-gemma/complete/windows/runner/resources/app_icon.ico new file mode 100644 index 0000000000000000000000000000000000000000..c04e20caf6370ebb9253ad831cc31de4a9c965f6 GIT binary patch literal 33772 zcmeHQc|26z|35SKE&G-*mXah&B~fFkXr)DEO&hIfqby^T&>|8^_Ub8Vp#`BLl3lbZ zvPO!8k!2X>cg~Elr=IVxo~J*a`+9wR=A83c-k-DFd(XM&UI1VKCqM@V;DDtJ09WB} zRaHKiW(GT00brH|0EeTeKVbpbGZg?nK6-j827q-+NFM34gXjqWxJ*a#{b_apGN<-L_m3#8Z26atkEn& ze87Bvv^6vVmM+p+cQ~{u%=NJF>#(d;8{7Q{^rWKWNtf14H}>#&y7$lqmY6xmZryI& z($uy?c5-+cPnt2%)R&(KIWEXww>Cnz{OUpT>W$CbO$h1= z#4BPMkFG1Y)x}Ui+WXr?Z!w!t_hjRq8qTaWpu}FH{MsHlU{>;08goVLm{V<&`itk~ zE_Ys=D(hjiy+5=?=$HGii=Y5)jMe9|wWoD_K07(}edAxh`~LBorOJ!Cf@f{_gNCC| 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--git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/utils.cpp b/codelabs/function-calling-flutter-gemma/complete/windows/runner/utils.cpp new file mode 100644 index 000000000..3cb714665 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/utils.cpp @@ -0,0 +1,69 @@ +#include "utils.h" + +#include +#include +#include +#include + +#include + +void CreateAndAttachConsole() { + if (::AllocConsole()) { + FILE *unused; + if (freopen_s(&unused, "CONOUT$", "w", stdout)) { + _dup2(_fileno(stdout), 1); + } + if (freopen_s(&unused, "CONOUT$", "w", stderr)) { + _dup2(_fileno(stdout), 2); + } + std::ios::sync_with_stdio(); + FlutterDesktopResyncOutputStreams(); + } +} + +std::vector GetCommandLineArguments() { + // Convert the UTF-16 command line arguments to UTF-8 for the Engine to use. + int argc; + wchar_t** argv = ::CommandLineToArgvW(::GetCommandLineW(), &argc); + if (argv == nullptr) { + return std::vector(); + } + + std::vector command_line_arguments; + + // Skip the first argument as it's the binary name. + for (int i = 1; i < argc; i++) { + command_line_arguments.push_back(Utf8FromUtf16(argv[i])); + } + + ::LocalFree(argv); + + return command_line_arguments; +} + +std::string Utf8FromUtf16(const wchar_t* utf16_string) { + if (utf16_string == nullptr) { + return std::string(); + } + // First, find the length of the string with a safe upper bound (CWE-126). + // UNICODE_STRING_MAX_CHARS (32767) is the maximum length of a UNICODE_STRING. + int input_length = static_cast(wcsnlen(utf16_string, UNICODE_STRING_MAX_CHARS)); + // Now use that bounded length to determine the required buffer size. + // When an explicit length is passed, WideCharToMultiByte does not include + // the null terminator in its returned size. + int target_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, nullptr, 0, nullptr, nullptr); + std::string utf8_string; + if (target_length == 0 || static_cast(target_length) > utf8_string.max_size()) { + return utf8_string; + } + utf8_string.resize(target_length); + int converted_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, utf8_string.data(), target_length, nullptr, nullptr); + if (converted_length == 0) { + return std::string(); + } + return utf8_string; +} diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/utils.h b/codelabs/function-calling-flutter-gemma/complete/windows/runner/utils.h new file mode 100644 index 000000000..3879d5475 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/utils.h @@ -0,0 +1,19 @@ +#ifndef RUNNER_UTILS_H_ +#define RUNNER_UTILS_H_ + +#include +#include + +// Creates a console for the process, and redirects stdout and stderr to +// it for both the runner and the Flutter library. +void CreateAndAttachConsole(); + +// Takes a null-terminated wchar_t* encoded in UTF-16 and returns a std::string +// encoded in UTF-8. Returns an empty std::string on failure. +std::string Utf8FromUtf16(const wchar_t* utf16_string); + +// Gets the command line arguments passed in as a std::vector, +// encoded in UTF-8. Returns an empty std::vector on failure. +std::vector GetCommandLineArguments(); + +#endif // RUNNER_UTILS_H_ diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/win32_window.cpp b/codelabs/function-calling-flutter-gemma/complete/windows/runner/win32_window.cpp new file mode 100644 index 000000000..60608d0fe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/win32_window.cpp @@ -0,0 +1,288 @@ +#include "win32_window.h" + +#include +#include + +#include "resource.h" + +namespace { + +/// Window attribute that enables dark mode window decorations. +/// +/// Redefined in case the developer's machine has a Windows SDK older than +/// version 10.0.22000.0. +/// See: https://docs.microsoft.com/windows/win32/api/dwmapi/ne-dwmapi-dwmwindowattribute +#ifndef DWMWA_USE_IMMERSIVE_DARK_MODE +#define DWMWA_USE_IMMERSIVE_DARK_MODE 20 +#endif + +constexpr const wchar_t kWindowClassName[] = L"FLUTTER_RUNNER_WIN32_WINDOW"; + +/// Registry key for app theme preference. +/// +/// A value of 0 indicates apps should use dark mode. A non-zero or missing +/// value indicates apps should use light mode. +constexpr const wchar_t kGetPreferredBrightnessRegKey[] = + L"Software\\Microsoft\\Windows\\CurrentVersion\\Themes\\Personalize"; +constexpr const wchar_t kGetPreferredBrightnessRegValue[] = L"AppsUseLightTheme"; + +// The number of Win32Window objects that currently exist. +static int g_active_window_count = 0; + +using EnableNonClientDpiScaling = BOOL __stdcall(HWND hwnd); + +// Scale helper to convert logical scaler values to physical using passed in +// scale factor +int Scale(int source, double scale_factor) { + return static_cast(source * scale_factor); +} + +// Dynamically loads the |EnableNonClientDpiScaling| from the User32 module. +// This API is only needed for PerMonitor V1 awareness mode. +void EnableFullDpiSupportIfAvailable(HWND hwnd) { + HMODULE user32_module = LoadLibraryA("User32.dll"); + if (!user32_module) { + return; + } + auto enable_non_client_dpi_scaling = + reinterpret_cast( + GetProcAddress(user32_module, "EnableNonClientDpiScaling")); + if (enable_non_client_dpi_scaling != nullptr) { + enable_non_client_dpi_scaling(hwnd); + } + FreeLibrary(user32_module); +} + +} // namespace + +// Manages the Win32Window's window class registration. +class WindowClassRegistrar { + public: + ~WindowClassRegistrar() = default; + + // Returns the singleton registrar instance. + static WindowClassRegistrar* GetInstance() { + if (!instance_) { + instance_ = new WindowClassRegistrar(); + } + return instance_; + } + + // Returns the name of the window class, registering the class if it hasn't + // previously been registered. + const wchar_t* GetWindowClass(); + + // Unregisters the window class. Should only be called if there are no + // instances of the window. + void UnregisterWindowClass(); + + private: + WindowClassRegistrar() = default; + + static WindowClassRegistrar* instance_; + + bool class_registered_ = false; +}; + +WindowClassRegistrar* WindowClassRegistrar::instance_ = nullptr; + +const wchar_t* WindowClassRegistrar::GetWindowClass() { + if (!class_registered_) { + WNDCLASS window_class{}; + window_class.hCursor = LoadCursor(nullptr, IDC_ARROW); + window_class.lpszClassName = kWindowClassName; + window_class.style = CS_HREDRAW | CS_VREDRAW; + window_class.cbClsExtra = 0; + window_class.cbWndExtra = 0; + window_class.hInstance = GetModuleHandle(nullptr); + window_class.hIcon = + LoadIcon(window_class.hInstance, MAKEINTRESOURCE(IDI_APP_ICON)); + window_class.hbrBackground = 0; + window_class.lpszMenuName = nullptr; + window_class.lpfnWndProc = Win32Window::WndProc; + RegisterClass(&window_class); + class_registered_ = true; + } + return kWindowClassName; +} + +void WindowClassRegistrar::UnregisterWindowClass() { + UnregisterClass(kWindowClassName, nullptr); + class_registered_ = false; +} + +Win32Window::Win32Window() { + ++g_active_window_count; +} + +Win32Window::~Win32Window() { + --g_active_window_count; + Destroy(); +} + +bool Win32Window::Create(const std::wstring& title, + const Point& origin, + const Size& size) { + Destroy(); + + const wchar_t* window_class = + WindowClassRegistrar::GetInstance()->GetWindowClass(); + + const POINT target_point = {static_cast(origin.x), + static_cast(origin.y)}; + HMONITOR monitor = MonitorFromPoint(target_point, MONITOR_DEFAULTTONEAREST); + UINT dpi = FlutterDesktopGetDpiForMonitor(monitor); + double scale_factor = dpi / 96.0; + + HWND window = CreateWindow( + window_class, title.c_str(), WS_OVERLAPPEDWINDOW, + Scale(origin.x, scale_factor), Scale(origin.y, scale_factor), + Scale(size.width, scale_factor), Scale(size.height, scale_factor), + nullptr, nullptr, GetModuleHandle(nullptr), this); + + if (!window) { + return false; + } + + UpdateTheme(window); + + return OnCreate(); +} + +bool Win32Window::Show() { + return ShowWindow(window_handle_, SW_SHOWNORMAL); +} + +// static +LRESULT CALLBACK Win32Window::WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + if (message == WM_NCCREATE) { + auto window_struct = reinterpret_cast(lparam); + SetWindowLongPtr(window, GWLP_USERDATA, + reinterpret_cast(window_struct->lpCreateParams)); + + auto that = static_cast(window_struct->lpCreateParams); + EnableFullDpiSupportIfAvailable(window); + that->window_handle_ = window; + } else if (Win32Window* that = GetThisFromHandle(window)) { + return that->MessageHandler(window, message, wparam, lparam); + } + + return DefWindowProc(window, message, wparam, lparam); +} + +LRESULT +Win32Window::MessageHandler(HWND hwnd, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + switch (message) { + case WM_DESTROY: + window_handle_ = nullptr; + Destroy(); + if (quit_on_close_) { + PostQuitMessage(0); + } + return 0; + + case WM_DPICHANGED: { + auto newRectSize = reinterpret_cast(lparam); + LONG newWidth = newRectSize->right - newRectSize->left; + LONG newHeight = newRectSize->bottom - newRectSize->top; + + SetWindowPos(hwnd, nullptr, newRectSize->left, newRectSize->top, newWidth, + newHeight, SWP_NOZORDER | SWP_NOACTIVATE); + + return 0; + } + case WM_SIZE: { + RECT rect = GetClientArea(); + if (child_content_ != nullptr) { + // Size and position the child window. + MoveWindow(child_content_, rect.left, rect.top, rect.right - rect.left, + rect.bottom - rect.top, TRUE); + } + return 0; + } + + case WM_ACTIVATE: + if (child_content_ != nullptr) { + SetFocus(child_content_); + } + return 0; + + case WM_DWMCOLORIZATIONCOLORCHANGED: + UpdateTheme(hwnd); + return 0; + } + + return DefWindowProc(window_handle_, message, wparam, lparam); +} + +void Win32Window::Destroy() { + OnDestroy(); + + if (window_handle_) { + DestroyWindow(window_handle_); + window_handle_ = nullptr; + } + if (g_active_window_count == 0) { + WindowClassRegistrar::GetInstance()->UnregisterWindowClass(); + } +} + +Win32Window* Win32Window::GetThisFromHandle(HWND const window) noexcept { + return reinterpret_cast( + GetWindowLongPtr(window, GWLP_USERDATA)); +} + +void Win32Window::SetChildContent(HWND content) { + child_content_ = content; + SetParent(content, window_handle_); + RECT frame = GetClientArea(); + + MoveWindow(content, frame.left, frame.top, frame.right - frame.left, + frame.bottom - frame.top, true); + + SetFocus(child_content_); +} + +RECT Win32Window::GetClientArea() { + RECT frame; + GetClientRect(window_handle_, &frame); + return frame; +} + +HWND Win32Window::GetHandle() { + return window_handle_; +} + +void Win32Window::SetQuitOnClose(bool quit_on_close) { + quit_on_close_ = quit_on_close; +} + +bool Win32Window::OnCreate() { + // No-op; provided for subclasses. + return true; +} + +void Win32Window::OnDestroy() { + // No-op; provided for subclasses. +} + +void Win32Window::UpdateTheme(HWND const window) { + DWORD light_mode; + DWORD light_mode_size = sizeof(light_mode); + LSTATUS result = RegGetValue(HKEY_CURRENT_USER, kGetPreferredBrightnessRegKey, + kGetPreferredBrightnessRegValue, + RRF_RT_REG_DWORD, nullptr, &light_mode, + &light_mode_size); + + if (result == ERROR_SUCCESS) { + BOOL enable_dark_mode = light_mode == 0; + DwmSetWindowAttribute(window, DWMWA_USE_IMMERSIVE_DARK_MODE, + &enable_dark_mode, sizeof(enable_dark_mode)); + } +} diff --git a/codelabs/function-calling-flutter-gemma/complete/windows/runner/win32_window.h b/codelabs/function-calling-flutter-gemma/complete/windows/runner/win32_window.h new file mode 100644 index 000000000..e901dde68 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/complete/windows/runner/win32_window.h @@ -0,0 +1,102 @@ +#ifndef RUNNER_WIN32_WINDOW_H_ +#define RUNNER_WIN32_WINDOW_H_ + +#include + +#include +#include +#include + +// A class abstraction for a high DPI-aware Win32 Window. Intended to be +// inherited from by classes that wish to specialize with custom +// rendering and input handling +class Win32Window { + public: + struct Point { + unsigned int x; + unsigned int y; + Point(unsigned int x, unsigned int y) : x(x), y(y) {} + }; + + struct Size { + unsigned int width; + unsigned int height; + Size(unsigned int width, unsigned int height) + : width(width), height(height) {} + }; + + Win32Window(); + virtual ~Win32Window(); + + // Creates a win32 window with |title| that is positioned and sized using + // |origin| and |size|. New windows are created on the default monitor. Window + // sizes are specified to the OS in physical pixels, hence to ensure a + // consistent size this function will scale the inputted width and height as + // as appropriate for the default monitor. The window is invisible until + // |Show| is called. Returns true if the window was created successfully. + bool Create(const std::wstring& title, const Point& origin, const Size& size); + + // Show the current window. Returns true if the window was successfully shown. + bool Show(); + + // Release OS resources associated with window. + void Destroy(); + + // Inserts |content| into the window tree. + void SetChildContent(HWND content); + + // Returns the backing Window handle to enable clients to set icon and other + // window properties. Returns nullptr if the window has been destroyed. + HWND GetHandle(); + + // If true, closing this window will quit the application. + void SetQuitOnClose(bool quit_on_close); + + // Return a RECT representing the bounds of the current client area. + RECT GetClientArea(); + + protected: + // Processes and route salient window messages for mouse handling, + // size change and DPI. Delegates handling of these to member overloads that + // inheriting classes can handle. + virtual LRESULT MessageHandler(HWND window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Called when CreateAndShow is called, allowing subclass window-related + // setup. Subclasses should return false if setup fails. + virtual bool OnCreate(); + + // Called when Destroy is called. + virtual void OnDestroy(); + + private: + friend class WindowClassRegistrar; + + // OS callback called by message pump. Handles the WM_NCCREATE message which + // is passed when the non-client area is being created and enables automatic + // non-client DPI scaling so that the non-client area automatically + // responds to changes in DPI. All other messages are handled by + // MessageHandler. + static LRESULT CALLBACK WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Retrieves a class instance pointer for |window| + static Win32Window* GetThisFromHandle(HWND const window) noexcept; + + // Update the window frame's theme to match the system theme. + static void UpdateTheme(HWND const window); + + bool quit_on_close_ = false; + + // window handle for top level window. + HWND window_handle_ = nullptr; + + // window handle for hosted content. + HWND child_content_ = nullptr; +}; + +#endif // RUNNER_WIN32_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/.gitignore b/codelabs/function-calling-flutter-gemma/step_01_starter/.gitignore new file mode 100644 index 000000000..79f7ecabd --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/.gitignore @@ -0,0 +1,48 @@ +# Miscellaneous +*.class +*.log +*.pyc +*.swp +.DS_Store +.atom/ +.build/ +.buildlog/ +.history +.svn/ +.swiftpm/ +migrate_working_dir/ + +# IntelliJ related +*.iml +*.ipr +*.iws +.idea/ + +# The .vscode folder contains launch configuration and tasks you configure in +# VS Code which you may wish to be included in version control, so this line +# is commented out by default. +#.vscode/ + +# Flutter/Dart/Pub related +**/doc/api/ +**/ios/Flutter/.last_build_id +.dart_tool/ +.flutter-plugins-dependencies +.pub-cache/ +.pub/ +/build/ +/coverage/ + +# Symbolication related +app.*.symbols + +# Obfuscation related +app.*.map.json + +# Android Studio will place build artifacts here +/android/app/debug +/android/app/profile +/android/app/release + +# Widget Preview related +.widget_preview/ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/.metadata b/codelabs/function-calling-flutter-gemma/step_01_starter/.metadata new file mode 100644 index 000000000..615dfd47e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/.metadata @@ -0,0 +1,45 @@ +# This file tracks properties of this Flutter project. +# Used by Flutter tool to assess capabilities and perform upgrades etc. +# +# This file should be version controlled and should not be manually edited. + +version: + revision: "d3b14c876900e553bc736ca19295fc09e3853e8e" + channel: "stable" + +project_type: app + +# Tracks metadata for the flutter migrate command +migration: + platforms: + - platform: root + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: android + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: ios + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: linux + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: macos + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: web + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: windows + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + + # User provided section + + # List of Local paths (relative to this file) that should be + # ignored by the migrate tool. + # + # Files that are not part of the templates will be ignored by default. + unmanaged_files: + - 'lib/main.dart' + - 'ios/Runner.xcodeproj/project.pbxproj' diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/README.md b/codelabs/function-calling-flutter-gemma/step_01_starter/README.md new file mode 100644 index 000000000..1c831fead --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/README.md @@ -0,0 +1,17 @@ +# gemma_quickstart + +A new Flutter project. + +## Getting Started + +This project is a starting point for a Flutter application. + +A few resources to get you started if this is your first Flutter project: + +- [Learn Flutter](https://docs.flutter.dev/get-started/learn-flutter) +- [Write your first Flutter app](https://docs.flutter.dev/get-started/codelab) +- [Flutter learning resources](https://docs.flutter.dev/reference/learning-resources) + +For help getting started with Flutter development, view the +[online documentation](https://docs.flutter.dev/), which offers tutorials, +samples, guidance on mobile development, and a full API reference. diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/analysis_options.yaml b/codelabs/function-calling-flutter-gemma/step_01_starter/analysis_options.yaml new file mode 100644 index 000000000..78613972a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/analysis_options.yaml @@ -0,0 +1,38 @@ +# This file configures the analyzer, which statically analyzes Dart code to +# check for errors, warnings, and lints. +# +# The issues identified by the analyzer are surfaced in the UI of Dart-enabled +# IDEs (https://dart.dev/tools#ides-and-editors). The analyzer can also be +# invoked from the command line by running `flutter analyze`. + +# The following line activates a set of recommended lints for Flutter apps, +# packages, and plugins designed to encourage good coding practices. +include: package:flutter_lints/flutter.yaml + +analyzer: + exclude: + - build/** + - android/** + - ios/** + - linux/** + - macos/** + - web/** + - windows/** + +linter: + # The lint rules applied to this project can be customized in the + # section below to disable rules from the `package:flutter_lints/flutter.yaml` + # included above or to enable additional rules. A list of all available lints + # and their documentation is published at https://dart.dev/lints. + # + # Instead of disabling a lint rule for the entire project in the + # section below, it can also be suppressed for a single line of code + # or a specific dart file by using the `// ignore: name_of_lint` and + # `// ignore_for_file: name_of_lint` syntax on the line or in the file + # producing the lint. + rules: + # avoid_print: false # Uncomment to disable the `avoid_print` rule + # prefer_single_quotes: true # Uncomment to enable the `prefer_single_quotes` rule + +# Additional information about this file can be found at +# https://dart.dev/guides/language/analysis-options diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/.gitignore b/codelabs/function-calling-flutter-gemma/step_01_starter/android/.gitignore new file mode 100644 index 000000000..be3943c96 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/.gitignore @@ -0,0 +1,14 @@ +gradle-wrapper.jar +/.gradle +/captures/ +/gradlew +/gradlew.bat +/local.properties +GeneratedPluginRegistrant.java +.cxx/ + +# Remember to never publicly share your keystore. +# See https://flutter.dev/to/reference-keystore +key.properties +**/*.keystore +**/*.jks diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/build.gradle.kts b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/build.gradle.kts new file mode 100644 index 000000000..1ec5366e9 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/build.gradle.kts @@ -0,0 +1,49 @@ +plugins { + id("com.android.application") + // The Flutter Gradle Plugin must be applied after the Android and Kotlin Gradle plugins. + id("dev.flutter.flutter-gradle-plugin") +} + +android { + namespace = "dev.fluttergemma.functioncalling" + compileSdk = flutter.compileSdkVersion + ndkVersion = flutter.ndkVersion + + compileOptions { + sourceCompatibility = JavaVersion.VERSION_17 + targetCompatibility = JavaVersion.VERSION_17 + } + + defaultConfig { + // TODO: Specify your own unique Application ID (https://developer.android.com/studio/build/application-id.html). + applicationId = "dev.fluttergemma.functioncalling" + // You can update the following values to match your application needs. + // For more information, see: https://flutter.dev/to/review-gradle-config. + minSdk = flutter.minSdkVersion + targetSdk = flutter.targetSdkVersion + // Uses the version code from pubspec.yaml. When using split APKs, 1000 * ABI_VERSION + // is added automatically by Flutter. (https://developer.android.com/studio/build/configure-apk-splits#configure-APK-versions) + // You can force using the value of versionCode by specifying the `-P force-version-code-ignoring-abi=true` + // flag during build. + versionCode = flutter.versionCode + versionName = flutter.versionName + } + + buildTypes { + release { + // TODO: Add your own signing config for the release build. + // Signing with the debug keys for now, so `flutter run --release` works. + signingConfig = signingConfigs.getByName("debug") + } + } +} + +kotlin { + compilerOptions { + jvmTarget = org.jetbrains.kotlin.gradle.dsl.JvmTarget.JVM_17 + } +} + +flutter { + source = "../.." +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/debug/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..34daae5c0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,47 @@ + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt new file mode 100644 index 000000000..e4e274d6e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt @@ -0,0 +1,5 @@ +package dev.fluttergemma.functioncalling + +import io.flutter.embedding.android.FlutterActivity + +class MainActivity : FlutterActivity() diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/res/drawable-v21/launch_background.xml b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/res/drawable-v21/launch_background.xml new file mode 100644 index 000000000..f74085f3f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/res/drawable-v21/launch_background.xml @@ -0,0 +1,12 @@ + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/res/drawable/launch_background.xml b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/res/drawable/launch_background.xml new 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b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/main/res/values/styles.xml @@ -0,0 +1,18 @@ + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/profile/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/profile/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/app/src/profile/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/build.gradle.kts b/codelabs/function-calling-flutter-gemma/step_01_starter/android/build.gradle.kts new file mode 100644 index 000000000..dbee657bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/build.gradle.kts @@ -0,0 +1,24 @@ +allprojects { + repositories { + google() + mavenCentral() + } +} + +val newBuildDir: Directory = + rootProject.layout.buildDirectory + .dir("../../build") + .get() +rootProject.layout.buildDirectory.value(newBuildDir) + +subprojects { + val newSubprojectBuildDir: Directory = newBuildDir.dir(project.name) + project.layout.buildDirectory.value(newSubprojectBuildDir) +} +subprojects { + project.evaluationDependsOn(":app") +} + +tasks.register("clean") { + delete(rootProject.layout.buildDirectory) +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/gradle.properties b/codelabs/function-calling-flutter-gemma/step_01_starter/android/gradle.properties new file mode 100644 index 000000000..e96108cfe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/gradle.properties @@ -0,0 +1,6 @@ +org.gradle.jvmargs=-Xmx8G -XX:MaxMetaspaceSize=4G -XX:ReservedCodeCacheSize=512m -XX:+HeapDumpOnOutOfMemoryError +android.useAndroidX=true +# This newDsl flag was added by the Flutter template +android.newDsl=false +# This builtInKotlin flag was added by the Flutter template +android.builtInKotlin=false diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/gradle/wrapper/gradle-wrapper.properties b/codelabs/function-calling-flutter-gemma/step_01_starter/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..a20f2c46d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,5 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-9.3.1-all.zip diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/android/settings.gradle.kts b/codelabs/function-calling-flutter-gemma/step_01_starter/android/settings.gradle.kts new file mode 100644 index 000000000..b28021a91 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/android/settings.gradle.kts @@ -0,0 +1,26 @@ +pluginManagement { + val flutterSdkPath = + run { + val properties = java.util.Properties() + file("local.properties").inputStream().use { properties.load(it) } + val flutterSdkPath = properties.getProperty("flutter.sdk") + require(flutterSdkPath != null) { "flutter.sdk not set in local.properties" } + flutterSdkPath + } + + includeBuild("$flutterSdkPath/packages/flutter_tools/gradle") + + repositories { + google() + mavenCentral() + gradlePluginPortal() + } +} + +plugins { + id("dev.flutter.flutter-plugin-loader") version "1.0.0" + id("com.android.application") version "9.1.0" apply false + id("org.jetbrains.kotlin.android") version "2.4.0" apply false +} + +include(":app") diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/.gitignore b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/.gitignore new file mode 100644 index 000000000..7a7f9873a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/.gitignore @@ -0,0 +1,34 @@ +**/dgph +*.mode1v3 +*.mode2v3 +*.moved-aside +*.pbxuser +*.perspectivev3 +**/*sync/ +.sconsign.dblite +.tags* +**/.vagrant/ +**/DerivedData/ +Icon? +**/Pods/ +**/.symlinks/ +profile +xcuserdata +**/.generated/ +Flutter/App.framework +Flutter/Flutter.framework +Flutter/Flutter.podspec +Flutter/Generated.xcconfig +Flutter/ephemeral/ +Flutter/app.flx +Flutter/app.zip +Flutter/flutter_assets/ +Flutter/flutter_export_environment.sh +ServiceDefinitions.json +Runner/GeneratedPluginRegistrant.* + +# Exceptions to above rules. +!default.mode1v3 +!default.mode2v3 +!default.pbxuser +!default.perspectivev3 diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/AppFrameworkInfo.plist b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/AppFrameworkInfo.plist new file mode 100644 index 000000000..391a902b2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/AppFrameworkInfo.plist @@ -0,0 +1,24 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + App + CFBundleIdentifier + io.flutter.flutter.app + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + App + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + 1.0 + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/Debug.xcconfig new file mode 100644 index 000000000..592ceee85 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/Debug.xcconfig @@ -0,0 +1 @@ +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Flutter/Release.xcconfig new file mode 100644 index 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b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist new file mode 100644 index 000000000..18d981003 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist @@ -0,0 +1,8 @@ + + + + + IDEDidComputeMac32BitWarning + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings new file mode 100644 index 000000000..f9b0d7c5e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings @@ -0,0 +1,8 @@ + + + + + PreviewsEnabled + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/AppDelegate.swift 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literal 0 HcmV?d00001 diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md new file mode 100644 index 000000000..89c2725b7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md @@ -0,0 +1,5 @@ +# Launch Screen Assets + +You can customize the launch screen with your own desired assets by replacing the image files in this directory. + +You can also do it by opening your Flutter project's Xcode project with `open ios/Runner.xcworkspace`, selecting `Runner/Assets.xcassets` in the Project Navigator and dropping in the desired images. \ No newline at end of file diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Base.lproj/LaunchScreen.storyboard b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Base.lproj/LaunchScreen.storyboard new file mode 100644 index 000000000..f2e259c7c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Base.lproj/LaunchScreen.storyboard @@ -0,0 +1,37 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Base.lproj/Main.storyboard b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Base.lproj/Main.storyboard new file mode 100644 index 000000000..f3c28516f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Base.lproj/Main.storyboard @@ -0,0 +1,26 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Info.plist new file mode 100644 index 000000000..c97226dba --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Info.plist @@ -0,0 +1,70 @@ + + + + + CADisableMinimumFrameDurationOnPhone + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleDisplayName + Gemma Function Calling + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + functioncalling + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleSignature + ???? + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSRequiresIPhoneOS + + UIApplicationSceneManifest + + UIApplicationSupportsMultipleScenes + + UISceneConfigurations + + UIWindowSceneSessionRoleApplication + + + UISceneClassName + UIWindowScene + UISceneConfigurationName + flutter + UISceneDelegateClassName + $(PRODUCT_MODULE_NAME).SceneDelegate + UISceneStoryboardFile + Main + + + + + UIApplicationSupportsIndirectInputEvents + + UILaunchStoryboardName + LaunchScreen + UIMainStoryboardFile + Main + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Runner-Bridging-Header.h b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Runner-Bridging-Header.h new file mode 100644 index 000000000..308a2a560 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Runner-Bridging-Header.h @@ -0,0 +1 @@ +#import "GeneratedPluginRegistrant.h" diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Runner.entitlements b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Runner.entitlements new file mode 100644 index 000000000..cd461aae4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/Runner.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.developer.kernel.extended-virtual-addressing + + com.apple.developer.kernel.increased-memory-limit + + com.apple.developer.kernel.increased-debugging-memory-limit + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/SceneDelegate.swift b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/SceneDelegate.swift new file mode 100644 index 000000000..b9ce8ea2b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/Runner/SceneDelegate.swift @@ -0,0 +1,6 @@ +import Flutter +import UIKit + +class SceneDelegate: FlutterSceneDelegate { + +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/ios/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..86a7c3b1b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/ios/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Flutter +import UIKit +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart new file mode 100644 index 000000000..02c955d35 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart @@ -0,0 +1,286 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; + +/// A chat that shows the reply as it is generated. +/// +/// `generateChatResponseAsync` emits one [ModelResponse] per decoded chunk, +/// so the first words appear long before the last one is computed. +class ChatPage extends StatefulWidget { + const ChatPage({ + super.key, + required this.model, + required this.onModelRemoved, + }); + + final ModelChoice model; + + /// Lets the gate send the app back to the download screen. + final VoidCallback onModelRemoved; + + @override + State createState() => _ChatPageState(); +} + +class _ChatPageState extends State { + final _input = TextEditingController(); + final _turns = <_Turn>[]; + + InferenceModel? _inference; + InferenceChat? _chat; + bool _busy = false; + Object? _loadError; + + @override + void initState() { + super.initState(); + _load(); + } + + Future _load() async { + try { + // maxTokens is the CONTEXT WINDOW — prompt + history + reply share it. + // It is NOT a reply-length cap; for that, pass maxOutputTokens below. + final inference = await FlutterGemma.getActiveModel(maxTokens: 1024); + // Hold the runtime before opening a chat on it: `createChat` can throw, + // and a model this page never stored is a model `dispose` can never + // close. A page that is already gone holds nothing, so it closes it here. + if (!mounted) { + await inference.close(); + return; + } + setState(() => _inference = inference); + + final chat = await inference.createChat( + modelType: widget.model.modelType, + maxOutputTokens: 256, + ); + // The same guard, one call later and for the same reason: a chat this + // page never stored is a native session `dispose` can never close. + if (!mounted) { + await chat.close(); + return; + } + setState(() => _chat = chat); + } catch (error) { + // Loading is the likeliest thing to fail on a real device: a forgotten + // engine package, too little memory, a half-written model file. Show it + // instead of sitting on the progress bar forever. + if (mounted) setState(() => _loadError = error); + } + } + + void _retryLoad() { + setState(() => _loadError = null); + _load(); + } + + Future _send() async { + final chat = _chat; + final text = _input.text.trim(); + if (chat == null || text.isEmpty || _busy) return; + + setState(() { + _turns + ..add(_Turn(text, fromUser: true)) + // The reply starts empty and grows as chunks arrive. + ..add(_Turn('', fromUser: false)); + _input.clear(); + _busy = true; + }); + + try { + await chat.addQueryChunk(Message.text(text: text, isUser: true)); + + final buffer = StringBuffer(); + await for (final chunk in chat.generateChatResponseAsync()) { + // Each TextResponse carries only the NEW text, not the whole reply + // so far — append, never replace. + if (chunk is TextResponse) { + buffer.write(chunk.token); + if (!mounted) return; + setState( + () => _turns[_turns.length - 1] = _Turn( + buffer.toString(), + fromUser: false, + ), + ); + } + } + } catch (error) { + // The half-written reply becomes the error, so the empty bubble never + // just sits there. The chat's own history now holds a user turn the model + // never answered; a production app would reset it with `clearHistory`. + if (mounted) { + setState( + () => _turns[_turns.length - 1] = _Turn('⚠️ $error', fromUser: false), + ); + } + } finally { + // `_busy` is what disables the composer, so clearing it belongs in + // `finally` — a failed generation must not lock the app. + if (mounted) setState(() => _busy = false); + } + } + + /// Frees the disk. Close the runtime first — the file is mapped while a + /// model is open, and deleting it underneath the engine is a crash waiting + /// to happen. + Future _removeModel() async { + try { + await _inference?.close(); + // Inside `setState`: dropping the chat has to repaint, or the screen + // keeps showing an enabled composer over a runtime that is gone. + if (mounted) { + setState(() { + _inference = null; + _chat = null; + }); + } + await FlutterGemma.uninstallModel(widget.model.fileName); + if (mounted) widget.onModelRemoved(); + } catch (error) { + // Deleting can fail too — a missing install record, a file the OS still + // holds. Show it the way a failed load is shown, and drop the chat with + // it: a `close()` that threw leaves `_chat` non-null, and "The model did + // not load." over a working composer is a lie. + if (mounted) { + setState(() { + _chat = null; + _loadError = error; + }); + } + } + } + + @override + void dispose() { + // Sessions and models hold native memory — always close them. `dispose` + // cannot await, so the future is dropped on purpose, and caught so a + // failing native teardown does not escape as an unhandled async error. + _inference?.close().catchError((Object _) {}); + _input.dispose(); + super.dispose(); + } + + @override + Widget build(BuildContext context) { + final ready = _chat != null; + final error = _loadError; + + return Scaffold( + appBar: AppBar( + title: Text(widget.model.label), + actions: [ + IconButton( + tooltip: 'Delete the downloaded model', + // Not while the model is still opening: deleting the file + // underneath an in-flight `getActiveModel()` is the crash the + // comment on `_removeModel` warns about. + onPressed: _busy || (!ready && error == null) ? null : _removeModel, + icon: const Icon(Icons.delete_outline), + ), + ], + ), + body: Column( + children: [ + if (error != null) + _LoadFailed(error: error, onRetry: _retryLoad) + else if (!ready) + const LinearProgressIndicator(), + Expanded( + child: ListView.builder( + padding: const EdgeInsets.all(16), + itemCount: _turns.length, + itemBuilder: (context, i) => _Bubble(turn: _turns[i]), + ), + ), + SafeArea( + child: Padding( + padding: const EdgeInsets.fromLTRB(12, 0, 12, 12), + child: Row( + children: [ + Expanded( + child: TextField( + controller: _input, + enabled: ready && !_busy, + onSubmitted: (_) => _send(), + decoration: InputDecoration( + hintText: ready + ? 'Ask something' + : error != null + ? 'No model loaded' + : 'Loading the model…', + border: const OutlineInputBorder(), + ), + ), + ), + const SizedBox(width: 8), + IconButton.filled( + onPressed: ready && !_busy ? _send : null, + icon: const Icon(Icons.send), + ), + ], + ), + ), + ), + ], + ), + ); + } +} + +/// Shown in place of the loading bar when the model could not be opened. +class _LoadFailed extends StatelessWidget { + const _LoadFailed({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Padding( + padding: const EdgeInsets.all(16), + child: Column( + children: [ + Text('The model did not load.\n$error', textAlign: TextAlign.center), + const SizedBox(height: 8), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ); + } +} + +class _Turn { + const _Turn(this.text, {required this.fromUser}); + final String text; + final bool fromUser; +} + +class _Bubble extends StatelessWidget { + const _Bubble({required this.turn}); + + final _Turn turn; + + @override + Widget build(BuildContext context) { + final scheme = Theme.of(context).colorScheme; + return Align( + alignment: turn.fromUser ? Alignment.centerRight : Alignment.centerLeft, + child: Container( + margin: const EdgeInsets.symmetric(vertical: 4), + padding: const EdgeInsets.symmetric(horizontal: 14, vertical: 10), + constraints: const BoxConstraints(maxWidth: 520), + decoration: BoxDecoration( + color: turn.fromUser + ? scheme.primaryContainer + : scheme.surfaceContainerHighest, + borderRadius: BorderRadius.circular(12), + ), + child: SelectableText(turn.text), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart new file mode 100644 index 000000000..01b74cd63 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart @@ -0,0 +1,154 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; + +/// Installs the model file, reporting progress as it goes. +/// +/// Nothing here is Gemma-specific: `installModel` takes the model's identity +/// (what it is) and `fromNetwork` takes the source (where the bytes are). +class DownloadPage extends StatefulWidget { + const DownloadPage({ + super.key, + required this.model, + required this.onInstalled, + }); + + final ModelChoice model; + + /// Called once the model is installed, so the app can move on. + final VoidCallback onInstalled; + + @override + State createState() => _DownloadPageState(); +} + +class _DownloadPageState extends State { + int _percent = 0; + bool _downloading = false; + Object? _error; + + Future _download() async { + setState(() { + _downloading = true; + _error = null; + }); + + try { + await FlutterGemma.installModel( + // What the model IS — used to pick the right chat template. + modelType: widget.model.modelType, + // Which runtime reads it. `.litertlm` routes to LiteRtLmEngine; + // the default is `task` (MediaPipe), so this line is load-bearing. + fileType: ModelFileType.litertlm, + ) + // No `token:` here — the Hugging Face token passed to + // FlutterGemma.initialize() is attached automatically, and only to + // URLs whose host contains `huggingface.co`, so it does not ride + // along to the other hosts an app downloads from. + .fromNetwork(widget.model.url) + .withProgress((percent) { + if (mounted) setState(() => _percent = percent); + }) + .install(); + + if (mounted) widget.onInstalled(); + } catch (error) { + if (mounted) setState(() => _error = error); + } finally { + if (mounted) setState(() => _downloading = false); + } + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + + return Scaffold( + appBar: AppBar(title: const Text('Get the model')), + body: Center( + child: ConstrainedBox( + constraints: const BoxConstraints(maxWidth: 420), + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + crossAxisAlignment: CrossAxisAlignment.stretch, + children: [ + Text(widget.model.label, style: theme.textTheme.headlineSmall), + const SizedBox(height: 8), + Text( + '${widget.model.sizeLabel} — downloaded once, then it lives ' + 'on the device and runs with the network off.', + style: theme.textTheme.bodyMedium, + ), + const SizedBox(height: 24), + if (_downloading) ...[ + LinearProgressIndicator(value: _percent / 100), + const SizedBox(height: 8), + Text('$_percent%', textAlign: TextAlign.center), + ] else + FilledButton( + onPressed: _download, + child: const Text('Download model'), + ), + if (_error != null) ...[ + const SizedBox(height: 16), + _ErrorCard( + error: _error!, + requiresToken: widget.model.requiresToken, + ), + ], + ], + ), + ), + ), + ), + ); + } +} + +/// A failed download is usually one of two things, and the message says which. +class _ErrorCard extends StatelessWidget { + const _ErrorCard({required this.error, required this.requiresToken}); + + final Object error; + final bool requiresToken; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + // The plugin reports a failed download as a typed `DownloadException` + // wrapping a sealed `DownloadError`, so match on the type rather than + // sniffing the message for "401". + final (title, body) = switch (error) { + DownloadException(error: UnauthorizedError() || ForbiddenError()) + when requiresToken => + ( + 'Hugging Face refused the download', + 'Accept the model licence on its Hugging Face page, then run with ' + '--dart-define=HF_TOKEN=hf_your_token.', + ), + DownloadException(:final error) => ( + 'Download failed', + error.toUserMessage(), + ), + _ => ('Download failed', '$error'), + }; + + return Card( + color: theme.colorScheme.errorContainer, + child: Padding( + padding: const EdgeInsets.all(16), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + children: [ + Text(title, style: theme.textTheme.titleSmall), + const SizedBox(height: 8), + Text(body), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart new file mode 100644 index 000000000..88c4bd9a6 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart @@ -0,0 +1,123 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; +import 'package:flutter_gemma_litertlm/flutter_gemma_litertlm.dart'; + +import 'chat_page.dart'; +import 'download_page.dart'; +import 'model.dart'; + +/// Supplied at run time, never committed: +/// flutter run --dart-define=HF_TOKEN=hf_your_token +const _hfToken = String.fromEnvironment('HF_TOKEN'); + +/// Change this one line to run the whole app on a different model. +const _model = Models.gemma3; + +Future main() async { + WidgetsFlutterBinding.ensureInitialized(); + + // Engines are fully opt-in: the core package registers none by itself. + // Without LiteRtLmEngine here, the first model call throws a StateError + // that tells you to add an engine package. + await FlutterGemma.initialize( + inferenceEngines: [LiteRtLmEngine()], + huggingFaceToken: _hfToken.isEmpty ? null : _hfToken, + ); + + runApp(const QuickstartApp()); +} + +class QuickstartApp extends StatelessWidget { + const QuickstartApp({super.key}); + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Quickstart', + theme: ThemeData(colorSchemeSeed: Colors.indigo), + home: const ModelGate(model: _model), + ); + } +} + +/// Asks, on every cold start, whether the model is already installed. +/// +/// `install()` is idempotent, so the bytes are only ever fetched once. What a +/// drifted id costs you is this gate: it answers "no" forever, so the app +/// shows the download screen on every launch, the "download" there finishes +/// instantly, and you land straight back here. Delete the model with the chat's +/// delete button and relaunch to watch this branch flip back. +class ModelGate extends StatefulWidget { + const ModelGate({super.key, required this.model}); + + final ModelChoice model; + + @override + State createState() => _ModelGateState(); +} + +class _ModelGateState extends State { + late Future _installed = _check(); + + Future _check() => FlutterGemma.isModelInstalled(widget.model.fileName); + + @override + Widget build(BuildContext context) { + return FutureBuilder( + future: _installed, + builder: (context, snapshot) { + if (snapshot.connectionState != ConnectionState.done) { + return const Scaffold( + body: Center(child: CircularProgressIndicator()), + ); + } + if (snapshot.hasError) { + // A FutureBuilder that ignores `hasError` renders the download + // screen as if nothing had gone wrong. Say what failed instead. + return _GateError( + error: snapshot.error!, + onRetry: () => setState(() => _installed = _check()), + ); + } + if (snapshot.data ?? false) { + return ChatPage( + model: widget.model, + onModelRemoved: () => setState(() => _installed = _check()), + ); + } + return DownloadPage( + model: widget.model, + onInstalled: () => setState(() => _installed = _check()), + ); + }, + ); + } +} + +/// Shown when the gate's own check fails, rather than falling through to the +/// download screen as if the answer had been "no". +class _GateError extends StatelessWidget { + const _GateError({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + children: [ + Text('$error', textAlign: TextAlign.center), + const SizedBox(height: 12), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart new file mode 100644 index 000000000..60386d091 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart @@ -0,0 +1,59 @@ +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// One model this app knows how to install. +/// +/// [fileName] doubles as the model's id: `FlutterGemma.isModelInstalled` takes +/// the file name the model was installed under, not a display name. +class ModelChoice { + const ModelChoice({ + required this.label, + required this.url, + required this.fileName, + required this.modelType, + required this.sizeLabel, + required this.requiresToken, + }); + + final String label; + final String url; + final String fileName; + final ModelType modelType; + final String sizeLabel; + + /// Hugging Face serves this repo behind a licence gate. Accept the licence + /// once on the model page, then run with `--dart-define=HF_TOKEN=hf_...`. + final bool requiresToken; +} + +/// The models this quickstart offers. +/// +/// Both are `.litertlm`, the format the LiteRT-LM engine reads on Android, +/// iOS, desktop and the web. (`.task` files are MediaPipe-only — a different +/// engine package, and no desktop support.) +abstract final class Models { + /// The plugin's namesake. `ekv4096` in the file name is the KV-cache the + /// weights were built for, so this model can carry a 4096-token context. + static const gemma3 = ModelChoice( + label: 'Gemma 3 1B', + url: + 'https://huggingface.co/litert-community/Gemma3-1B-IT/resolve/main/' + 'Gemma3-1B-IT_multi-prefill-seq_q4_ekv4096.litertlm', + fileName: 'Gemma3-1B-IT_multi-prefill-seq_q4_ekv4096.litertlm', + modelType: ModelType.gemmaIt, + sizeLabel: '0.5 GB', + requiresToken: true, + ); + + /// No Hugging Face account? This repo is ungated. Same code path — the only + /// thing that changes is which constant you hand to the app. + static const qwen3 = ModelChoice( + label: 'Qwen3 0.6B', + url: + 'https://huggingface.co/litert-community/Qwen3-0.6B/resolve/main/' + 'Qwen3-0.6B.litertlm', + fileName: 'Qwen3-0.6B.litertlm', + modelType: ModelType.qwen3, + sizeLabel: '0.6 GB', + requiresToken: false, + ); +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/.gitignore b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/.gitignore new file mode 100644 index 000000000..d3896c984 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/.gitignore @@ -0,0 +1 @@ +flutter/ephemeral diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/CMakeLists.txt new file mode 100644 index 000000000..f21ac7bae --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/CMakeLists.txt @@ -0,0 +1,128 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") +# The unique GTK application identifier for this application. See: +# https://wiki.gnome.org/HowDoI/ChooseApplicationID +set(APPLICATION_ID "dev.fluttergemma.functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(SET CMP0063 NEW) + +# Load bundled libraries from the lib/ directory relative to the binary. +set(CMAKE_INSTALL_RPATH "$ORIGIN/lib") + +# Root filesystem for cross-building. +if(FLUTTER_TARGET_PLATFORM_SYSROOT) + set(CMAKE_SYSROOT ${FLUTTER_TARGET_PLATFORM_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH ${CMAKE_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH_MODE_PROGRAM NEVER) + set(CMAKE_FIND_ROOT_PATH_MODE_PACKAGE ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_LIBRARY ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_INCLUDE ONLY) +endif() + +# Define build configuration options. +if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") +endif() + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_14) + target_compile_options(${TARGET} PRIVATE -Wall -Werror) + target_compile_options(${TARGET} PRIVATE "$<$>:-O3>") + target_compile_definitions(${TARGET} PRIVATE "$<$>:NDEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) + +# Only the install-generated bundle's copy of the executable will launch +# correctly, since the resources must in the right relative locations. To avoid +# people trying to run the unbundled copy, put it in a subdirectory instead of +# the default top-level location. +set_target_properties(${BINARY_NAME} + PROPERTIES + RUNTIME_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/intermediates_do_not_run" +) + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# By default, "installing" just makes a relocatable bundle in the build +# directory. +set(BUILD_BUNDLE_DIR "${PROJECT_BINARY_DIR}/bundle") +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +# Start with a clean build bundle directory every time. +install(CODE " + file(REMOVE_RECURSE \"${BUILD_BUNDLE_DIR}/\") + " COMPONENT Runtime) + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}/lib") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +foreach(bundled_library ${PLUGIN_BUNDLED_LIBRARIES}) + install(FILES "${bundled_library}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endforeach(bundled_library) + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/linux/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +if(NOT CMAKE_BUILD_TYPE MATCHES "Debug") + install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/CMakeLists.txt new file mode 100644 index 000000000..d5bd01648 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/CMakeLists.txt @@ -0,0 +1,88 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.10) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. + +# Serves the same purpose as list(TRANSFORM ... PREPEND ...), +# which isn't available in 3.10. +function(list_prepend LIST_NAME PREFIX) + set(NEW_LIST "") + foreach(element ${${LIST_NAME}}) + list(APPEND NEW_LIST "${PREFIX}${element}") + endforeach(element) + set(${LIST_NAME} "${NEW_LIST}" PARENT_SCOPE) +endfunction() + +# === Flutter Library === +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) +pkg_check_modules(GLIB REQUIRED IMPORTED_TARGET glib-2.0) +pkg_check_modules(GIO REQUIRED IMPORTED_TARGET gio-2.0) + +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/libflutter_linux_gtk.so") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/lib/libapp.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "fl_basic_message_channel.h" + "fl_binary_codec.h" + "fl_binary_messenger.h" + "fl_dart_project.h" + "fl_engine.h" + "fl_json_message_codec.h" + "fl_json_method_codec.h" + "fl_message_codec.h" + "fl_method_call.h" + "fl_method_channel.h" + "fl_method_codec.h" + "fl_method_response.h" + "fl_plugin_registrar.h" + "fl_plugin_registry.h" + "fl_standard_message_codec.h" + "fl_standard_method_codec.h" + "fl_string_codec.h" + "fl_value.h" + "fl_view.h" + "flutter_linux.h" +) +list_prepend(FLUTTER_LIBRARY_HEADERS "${EPHEMERAL_DIR}/flutter_linux/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}") +target_link_libraries(flutter INTERFACE + PkgConfig::GTK + PkgConfig::GLIB + PkgConfig::GIO +) +add_dependencies(flutter flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CMAKE_CURRENT_BINARY_DIR}/_phony_ + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.sh" + ${FLUTTER_TARGET_PLATFORM} ${CMAKE_BUILD_TYPE} + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} +) diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..198e9645a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugin_registrant.cc @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include + +void fl_register_plugins(FlPluginRegistry* registry) { + g_autoptr(FlPluginRegistrar) flutter_gemma_registrar = + fl_plugin_registry_get_registrar_for_plugin(registry, "FlutterGemmaPlugin"); + flutter_gemma_plugin_register_with_registrar(flutter_gemma_registrar); +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..e0f0a47bc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void fl_register_plugins(FlPluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugins.cmake new file mode 100644 index 000000000..3b0705d0f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/flutter/generated_plugins.cmake @@ -0,0 +1,25 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/linux plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/linux plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/CMakeLists.txt new file mode 100644 index 000000000..e97dabc70 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/CMakeLists.txt @@ -0,0 +1,26 @@ +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} + "main.cc" + "my_application.cc" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the application ID. +add_definitions(-DAPPLICATION_ID="${APPLICATION_ID}") + +# Add dependency libraries. Add any application-specific dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter) +target_link_libraries(${BINARY_NAME} PRIVATE PkgConfig::GTK) + +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/main.cc b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/main.cc new file mode 100644 index 000000000..e7c5c5437 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/main.cc @@ -0,0 +1,6 @@ +#include "my_application.h" + +int main(int argc, char** argv) { + g_autoptr(MyApplication) app = my_application_new(); + return g_application_run(G_APPLICATION(app), argc, argv); +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/my_application.cc b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/my_application.cc new file mode 100644 index 000000000..917c019cf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/my_application.cc @@ -0,0 +1,148 @@ +#include "my_application.h" + +#include +#ifdef GDK_WINDOWING_X11 +#include +#endif + +#include "flutter/generated_plugin_registrant.h" + +struct _MyApplication { + GtkApplication parent_instance; + char** dart_entrypoint_arguments; +}; + +G_DEFINE_TYPE(MyApplication, my_application, GTK_TYPE_APPLICATION) + +// Called when first Flutter frame received. +static void first_frame_cb(MyApplication* self, FlView* view) { + gtk_widget_show(gtk_widget_get_toplevel(GTK_WIDGET(view))); +} + +// Implements GApplication::activate. +static void my_application_activate(GApplication* application) { + MyApplication* self = MY_APPLICATION(application); + GtkWindow* window = + GTK_WINDOW(gtk_application_window_new(GTK_APPLICATION(application))); + + // Use a header bar when running in GNOME as this is the common style used + // by applications and is the setup most users will be using (e.g. Ubuntu + // desktop). + // If running on X and not using GNOME then just use a traditional title bar + // in case the window manager does more exotic layout, e.g. tiling. + // If running on Wayland assume the header bar will work (may need changing + // if future cases occur). + gboolean use_header_bar = TRUE; +#ifdef GDK_WINDOWING_X11 + GdkScreen* screen = gtk_window_get_screen(window); + if (GDK_IS_X11_SCREEN(screen)) { + const gchar* wm_name = gdk_x11_screen_get_window_manager_name(screen); + if (g_strcmp0(wm_name, "GNOME Shell") != 0) { + use_header_bar = FALSE; + } + } +#endif + if (use_header_bar) { + GtkHeaderBar* header_bar = GTK_HEADER_BAR(gtk_header_bar_new()); + gtk_widget_show(GTK_WIDGET(header_bar)); + gtk_header_bar_set_title(header_bar, "Gemma Function Calling"); + gtk_header_bar_set_show_close_button(header_bar, TRUE); + gtk_window_set_titlebar(window, GTK_WIDGET(header_bar)); + } else { + gtk_window_set_title(window, "Gemma Function Calling"); + } + + gtk_window_set_default_size(window, 1280, 720); + + g_autoptr(FlDartProject) project = fl_dart_project_new(); + fl_dart_project_set_dart_entrypoint_arguments( + project, self->dart_entrypoint_arguments); + + FlView* view = fl_view_new(project); + GdkRGBA background_color; + // Background defaults to black, override it here if necessary, e.g. #00000000 + // for transparent. + gdk_rgba_parse(&background_color, "#000000"); + fl_view_set_background_color(view, &background_color); + gtk_widget_show(GTK_WIDGET(view)); + gtk_container_add(GTK_CONTAINER(window), GTK_WIDGET(view)); + + // Show the window when Flutter renders. + // Requires the view to be realized so we can start rendering. + g_signal_connect_swapped(view, "first-frame", G_CALLBACK(first_frame_cb), + self); + gtk_widget_realize(GTK_WIDGET(view)); + + fl_register_plugins(FL_PLUGIN_REGISTRY(view)); + + gtk_widget_grab_focus(GTK_WIDGET(view)); +} + +// Implements GApplication::local_command_line. +static gboolean my_application_local_command_line(GApplication* application, + gchar*** arguments, + int* exit_status) { + MyApplication* self = MY_APPLICATION(application); + // Strip out the first argument as it is the binary name. + self->dart_entrypoint_arguments = g_strdupv(*arguments + 1); + + g_autoptr(GError) error = nullptr; + if (!g_application_register(application, nullptr, &error)) { + g_warning("Failed to register: %s", error->message); + *exit_status = 1; + return TRUE; + } + + g_application_activate(application); + *exit_status = 0; + + return TRUE; +} + +// Implements GApplication::startup. +static void my_application_startup(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application startup. + + G_APPLICATION_CLASS(my_application_parent_class)->startup(application); +} + +// Implements GApplication::shutdown. +static void my_application_shutdown(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application shutdown. + + G_APPLICATION_CLASS(my_application_parent_class)->shutdown(application); +} + +// Implements GObject::dispose. +static void my_application_dispose(GObject* object) { + MyApplication* self = MY_APPLICATION(object); + g_clear_pointer(&self->dart_entrypoint_arguments, g_strfreev); + G_OBJECT_CLASS(my_application_parent_class)->dispose(object); +} + +static void my_application_class_init(MyApplicationClass* klass) { + G_APPLICATION_CLASS(klass)->activate = my_application_activate; + G_APPLICATION_CLASS(klass)->local_command_line = + my_application_local_command_line; + G_APPLICATION_CLASS(klass)->startup = my_application_startup; + G_APPLICATION_CLASS(klass)->shutdown = my_application_shutdown; + G_OBJECT_CLASS(klass)->dispose = my_application_dispose; +} + +static void my_application_init(MyApplication* self) {} + +MyApplication* my_application_new() { + // Set the program name to the application ID, which helps various systems + // like GTK and desktop environments map this running application to its + // corresponding .desktop file. This ensures better integration by allowing + // the application to be recognized beyond its binary name. + g_set_prgname(APPLICATION_ID); + + return MY_APPLICATION(g_object_new(my_application_get_type(), + "application-id", APPLICATION_ID, "flags", + G_APPLICATION_NON_UNIQUE, nullptr)); +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/my_application.h b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/my_application.h new file mode 100644 index 000000000..db16367a7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/linux/runner/my_application.h @@ -0,0 +1,21 @@ +#ifndef FLUTTER_MY_APPLICATION_H_ +#define FLUTTER_MY_APPLICATION_H_ + +#include + +G_DECLARE_FINAL_TYPE(MyApplication, + my_application, + MY, + APPLICATION, + GtkApplication) + +/** + * my_application_new: + * + * Creates a new Flutter-based application. + * + * Returns: a new #MyApplication. + */ +MyApplication* my_application_new(); + +#endif // FLUTTER_MY_APPLICATION_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/.gitignore b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/.gitignore new file mode 100644 index 000000000..746adbb6b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/.gitignore @@ -0,0 +1,7 @@ +# Flutter-related +**/Flutter/ephemeral/ +**/Pods/ + +# Xcode-related +**/dgph +**/xcuserdata/ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/Flutter-Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/Flutter-Debug.xcconfig new file mode 100644 index 000000000..4b81f9b2d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/Flutter-Debug.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/Flutter-Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/Flutter-Release.xcconfig new file mode 100644 index 000000000..5caa9d157 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/Flutter-Release.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/GeneratedPluginRegistrant.swift b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/GeneratedPluginRegistrant.swift new file mode 100644 index 000000000..0be86a9b4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Flutter/GeneratedPluginRegistrant.swift @@ -0,0 +1,18 @@ +// +// Generated file. Do not edit. +// + +import FlutterMacOS +import Foundation + +import connectivity_plus +import flutter_gemma +import large_file_handler +import shared_preferences_foundation + +func RegisterGeneratedPlugins(registry: FlutterPluginRegistry) { + ConnectivityPlusPlugin.register(with: registry.registrar(forPlugin: "ConnectivityPlusPlugin")) + FlutterGemmaPlugin.register(with: registry.registrar(forPlugin: "FlutterGemmaPlugin")) + LargeFileHandlerPlugin.register(with: registry.registrar(forPlugin: "LargeFileHandlerPlugin")) + SharedPreferencesPlugin.register(with: registry.registrar(forPlugin: "SharedPreferencesPlugin")) +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Podfile b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Podfile new file mode 100644 index 000000000..32aafe8bf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Podfile @@ -0,0 +1,98 @@ +platform :osx, '12.0' + +# CocoaPods analytics sends network stats synchronously affecting flutter build latency. +ENV['COCOAPODS_DISABLE_STATS'] = 'true' + +project 'Runner', { + 'Debug' => :debug, + 'Profile' => :release, + 'Release' => :release, +} + +def flutter_root + generated_xcode_build_settings_path = File.expand_path(File.join('..', 'Flutter', 'ephemeral', 'Flutter-Generated.xcconfig'), __FILE__) + unless File.exist?(generated_xcode_build_settings_path) + raise "#{generated_xcode_build_settings_path} must exist. If you're running pod install manually, make sure \"flutter pub get\" is executed first" + end + + File.foreach(generated_xcode_build_settings_path) do |line| + matches = line.match(/FLUTTER_ROOT\=(.*)/) + return matches[1].strip if matches + end + raise "FLUTTER_ROOT not found in #{generated_xcode_build_settings_path}. Try deleting Flutter-Generated.xcconfig, then run \"flutter pub get\"" +end + +require File.expand_path(File.join('packages', 'flutter_tools', 'bin', 'podhelper'), flutter_root) + +flutter_macos_podfile_setup + +target 'Runner' do + use_frameworks! + + flutter_install_all_macos_pods File.dirname(File.realpath(__FILE__)) + target 'RunnerTests' do + inherit! :search_paths + end +end +post_install do |installer| + installer.pods_project.targets.each do |target| + flutter_additional_macos_build_settings(target) + end + + # flutter_gemma: stage the upstream Apple companion dylibs into the built + # .app. `hook/build.dart` deliberately skips them from Native Assets on macOS + # (#247 — Google ships them without `-Wl,-headerpad_max_install_names`, so the + # JIT bundling path cannot rewrite their install_name), which leaves this + # build phase to stage them. + # + # The phase only LOCATES and RUNS a script; the staging logic itself lives in + # flutter_gemma_litertlm and is delivered next to the dylibs it stages. That + # is deliberate: this block is frozen into your Xcode project, and a copy of + # the logic frozen there cannot be fixed by upgrading the package. + installer.aggregate_targets.each do |aggregate_target| + aggregate_target.user_targets.each do |user_target| + phase_name = '[flutter_gemma] Setup LiteRT-LM macOS' + + # Only the app target embeds the Frameworks/ this phase patches. + # RunnerTests inherits Runner's framework search paths and has no + # Contents/Frameworks of its own — having the phase there creates a + # cross-target dependency on Runner's framework output that Xcode reports + # as "Cycle inside Flutter Assemble" (#300). Remove any stale copy from + # non-app targets and skip them. + unless user_target.name == 'Runner' + user_target.build_phases + .select { |p| p.respond_to?(:name) && p.name == phase_name } + .each { |p| user_target.build_phases.delete(p) } + next + end + + existing = user_target.shell_script_build_phases.find { |p| p.name == phase_name } + phase = existing || user_target.new_shell_script_build_phase(phase_name) + # The embedded LiteRtLm binary is an INPUT so the phase re-runs whenever + # Flutter's always-out-of-date `embed` phase re-copies the raw, unpatched + # binary over the patched one. Without it Xcode caches the phase after the + # first build and the second incremental build ships an unpatched + # LiteRtLm that fails dlopen at runtime (#368). + phase.input_paths = [ + '$(BUILT_PRODUCTS_DIR)/$(PRODUCT_NAME).app/Contents/Frameworks/LiteRtLm.framework/Versions/A/LiteRtLm', + ] + # A declared output lets Xcode order the phase in its dependency graph + # instead of treating it as "runs every build with no outputs" — the other + # half of the cycle warning (#300). The script touches this file. + phase.output_paths = ['$(DERIVED_FILE_DIR)/flutter_gemma_litertlm_macos.stamp'] + phase.shell_script = <<~SHELL + set -e + STAGER="${HOME}/Library/Caches/flutter_gemma/native/macos_arm64/stage_macos_companions.sh" + if [ ! -f "${STAGER}" ]; then + echo "[flutter_gemma] ERROR: ${STAGER} not found." >&2 + echo " flutter_gemma_litertlm 1.6.2+ installs it there from its build hook." >&2 + echo " Upgrade the package, then: flutter clean && flutter pub get" >&2 + exit 1 + fi + sh "${STAGER}" "${BUILT_PRODUCTS_DIR}/${PRODUCT_NAME}.app/Contents/Frameworks" + mkdir -p "$(dirname "${SCRIPT_OUTPUT_FILE_0}")" + touch "${SCRIPT_OUTPUT_FILE_0}" + SHELL + end + end +end diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner.xcodeproj/project.pbxproj b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner.xcodeproj/project.pbxproj new file mode 100644 index 000000000..8c78df2ee --- /dev/null +++ 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a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist new file mode 100644 index 000000000..18d981003 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist @@ -0,0 +1,8 @@ + + + + + IDEDidComputeMac32BitWarning + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/AppDelegate.swift b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/AppDelegate.swift new file mode 100644 index 000000000..b3c176141 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/AppDelegate.swift @@ -0,0 +1,13 @@ +import Cocoa +import FlutterMacOS + +@main +class AppDelegate: FlutterAppDelegate { + override func applicationShouldTerminateAfterLastWindowClosed(_ sender: NSApplication) -> Bool { + return true + } + + override func applicationSupportsSecureRestorableState(_ app: NSApplication) -> Bool { + return true + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json new file mode 100644 index 000000000..a2ec33f19 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json @@ -0,0 +1,68 @@ +{ + "images" : [ + { + "size" : "16x16", + "idiom" : "mac", + "filename" : "app_icon_16.png", + "scale" : "1x" + }, + { + "size" : "16x16", + "idiom" : "mac", + "filename" : "app_icon_32.png", + "scale" : "2x" + }, + { + "size" : "32x32", + "idiom" : "mac", + "filename" : "app_icon_32.png", + "scale" : "1x" + }, + { + "size" : 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/AppInfo.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/AppInfo.xcconfig new file mode 100644 index 000000000..0fcdf0410 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/AppInfo.xcconfig @@ -0,0 +1,14 @@ +// Application-level settings for the Runner target. +// +// This may be replaced with something auto-generated from metadata (e.g., pubspec.yaml) in the +// future. If not, the values below would default to using the project name when this becomes a +// 'flutter create' template. + +// The application's name. By default this is also the title of the Flutter window. +PRODUCT_NAME = Gemma Function Calling + +// The application's bundle identifier +PRODUCT_BUNDLE_IDENTIFIER = dev.fluttergemma.functioncalling + +// The copyright displayed in application information +PRODUCT_COPYRIGHT = Copyright © 2026 dev.fluttergemma. All rights reserved. diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Debug.xcconfig new file mode 100644 index 000000000..36b0fd946 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Debug.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Debug.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Release.xcconfig new file mode 100644 index 000000000..dff4f4956 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Release.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Release.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Warnings.xcconfig b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Warnings.xcconfig new file mode 100644 index 000000000..42bcbf478 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Configs/Warnings.xcconfig @@ -0,0 +1,13 @@ +WARNING_CFLAGS = -Wall -Wconditional-uninitialized -Wnullable-to-nonnull-conversion -Wmissing-method-return-type -Woverlength-strings +GCC_WARN_UNDECLARED_SELECTOR = YES +CLANG_UNDEFINED_BEHAVIOR_SANITIZER_NULLABILITY = YES +CLANG_WARN_UNGUARDED_AVAILABILITY = YES_AGGRESSIVE +CLANG_WARN__DUPLICATE_METHOD_MATCH = YES +CLANG_WARN_PRAGMA_PACK = YES +CLANG_WARN_STRICT_PROTOTYPES = YES +CLANG_WARN_COMMA = YES +GCC_WARN_STRICT_SELECTOR_MATCH = YES +CLANG_WARN_OBJC_REPEATED_USE_OF_WEAK = YES +CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES +GCC_WARN_SHADOW = YES +CLANG_WARN_UNREACHABLE_CODE = YES diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/DebugProfile.entitlements b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/DebugProfile.entitlements new file mode 100644 index 000000000..8eb23d1c4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/DebugProfile.entitlements @@ -0,0 +1,16 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.allow-jit + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + com.apple.security.network.server + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Info.plist new file mode 100644 index 000000000..4789daa6a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Info.plist @@ -0,0 +1,32 @@ + + + + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIconFile + + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + $(PRODUCT_NAME) + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSMinimumSystemVersion + $(MACOSX_DEPLOYMENT_TARGET) + NSHumanReadableCopyright + $(PRODUCT_COPYRIGHT) + NSMainNibFile + MainMenu + NSPrincipalClass + NSApplication + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/MainFlutterWindow.swift b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/MainFlutterWindow.swift new file mode 100644 index 000000000..3cc05eb23 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/MainFlutterWindow.swift @@ -0,0 +1,15 @@ +import Cocoa +import FlutterMacOS + +class MainFlutterWindow: NSWindow { + override func awakeFromNib() { + let flutterViewController = FlutterViewController() + let windowFrame = self.frame + self.contentViewController = flutterViewController + self.setFrame(windowFrame, display: true) + + RegisterGeneratedPlugins(registry: flutterViewController) + + super.awakeFromNib() + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Release.entitlements b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Release.entitlements new file mode 100644 index 000000000..d7c971d31 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/Runner/Release.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/macos/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..61f3bd1fc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/macos/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Cocoa +import FlutterMacOS +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/pubspec.yaml b/codelabs/function-calling-flutter-gemma/step_01_starter/pubspec.yaml new file mode 100644 index 000000000..324dd18bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/pubspec.yaml @@ -0,0 +1,97 @@ +name: gemma_quickstart +description: "A new Flutter project." +# The following line prevents the package from being accidentally published to +# pub.dev using `flutter pub publish`. This is preferred for private packages. +publish_to: 'none' # Remove this line if you wish to publish to pub.dev + +# The following defines the version and build number for your application. +# A version number is three numbers separated by dots, like 1.2.43 +# followed by an optional build number separated by a +. +# Both the version and the builder number may be overridden in flutter +# build by specifying --build-name and --build-number, respectively. +# In Android, build-name is used as versionName while build-number used as versionCode. +# Read more about Android versioning at https://developer.android.com/studio/publish/versioning +# In iOS, build-name is used as CFBundleShortVersionString while build-number is used as CFBundleVersion. +# Read more about iOS versioning at +# https://developer.apple.com/library/archive/documentation/General/Reference/InfoPlistKeyReference/Articles/CoreFoundationKeys.html +# In Windows, build-name is used as the major, minor, and patch parts +# of the product and file versions while build-number is used as the build suffix. +version: 1.0.0+1 + +environment: + sdk: ^3.12.0 + +# Dependencies specify other packages that your package needs in order to work. +# To automatically upgrade your package dependencies to the latest versions +# consider running `flutter pub upgrade --major-versions`. Alternatively, +# dependencies can be manually updated by changing the version numbers below to +# the latest version available on pub.dev. To see which dependencies have newer +# versions available, run `flutter pub outdated`. +dependencies: + flutter: + sdk: flutter + + # The following adds the Cupertino Icons font to your application. + # Use with the CupertinoIcons class for iOS style icons. + cupertino_icons: ^1.0.8 + + # The engine-agnostic core: registry, install/runtime API, chat. + flutter_gemma: ^1.7.1 + # The .litertlm inference engine. Engines are opt-in — core + # registers none, so this package must be added explicitly. + flutter_gemma_litertlm: ^1.6.2 + +dev_dependencies: + flutter_test: + sdk: flutter + integration_test: + sdk: flutter + + # The "flutter_lints" package below contains a set of recommended lints to + # encourage good coding practices. The lint set provided by the package is + # activated in the `analysis_options.yaml` file located at the root of your + # package. See that file for information about deactivating specific lint + # rules and activating additional ones. + flutter_lints: ^6.0.0 + +# For information on the generic Dart part of this file, see the +# following page: https://dart.dev/tools/pub/pubspec + +# The following section is specific to Flutter packages. +flutter: + + # The following line ensures that the Material Icons font is + # included with your application, so that you can use the icons in + # the material Icons class. + uses-material-design: true + + # To add assets to your application, add an assets section, like this: + # assets: + # - images/a_dot_burr.jpeg + # - images/a_dot_ham.jpeg + + # An image asset can refer to one or more resolution-specific "variants", see + # https://flutter.dev/to/resolution-aware-images + + # For details regarding adding assets from package dependencies, see + # https://flutter.dev/to/asset-from-package + + # To add custom fonts to your application, add a fonts section here, + # in this "flutter" section. Each entry in this list should have a + # "family" key with the font family name, and a "fonts" key with a + # list giving the asset and other descriptors for the font. For + # example: + # fonts: + # - family: Schyler + # fonts: + # - asset: fonts/Schyler-Regular.ttf + # - asset: fonts/Schyler-Italic.ttf + # style: italic + # - family: Trajan Pro + # fonts: + # - asset: fonts/TrajanPro.ttf + # - asset: fonts/TrajanPro_Bold.ttf + # weight: 700 + # + # For details regarding fonts from package dependencies, + # see https://flutter.dev/to/font-from-package diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart new file mode 100644 index 000000000..ac78aa72f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart @@ -0,0 +1,27 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_test/flutter_test.dart'; +import 'package:gemma_quickstart/download_page.dart'; +import 'package:gemma_quickstart/model.dart'; + +void main() { + // `isModelInstalled` is keyed by file name. `install()` skips 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b/codelabs/function-calling-flutter-gemma/step_01_starter/web/index.html @@ -0,0 +1,58 @@ + + + + + + + + + + + + + + + + + + + + Gemma Function Calling + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/web/manifest.json b/codelabs/function-calling-flutter-gemma/step_01_starter/web/manifest.json new file mode 100644 index 000000000..747e60366 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/web/manifest.json @@ -0,0 +1,35 @@ +{ + "name": "Gemma Function Calling", + "short_name": "Gemma Function Calling", + "start_url": ".", + "display": "standalone", + "background_color": "#0175C2", + "theme_color": "#0175C2", + "description": "A new Flutter project.", + "orientation": "portrait-primary", + "prefer_related_applications": false, + "icons": [ + { + "src": "icons/Icon-192.png", + "sizes": "192x192", + "type": "image/png" + }, + { + "src": "icons/Icon-512.png", + "sizes": "512x512", + "type": "image/png" + }, + { + "src": "icons/Icon-maskable-192.png", + "sizes": "192x192", + "type": "image/png", + "purpose": "maskable" + }, + { + "src": "icons/Icon-maskable-512.png", + "sizes": "512x512", + "type": "image/png", + "purpose": "maskable" + } + ] +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/.gitignore b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/.gitignore new file mode 100644 index 000000000..d492d0d98 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/.gitignore @@ -0,0 +1,17 @@ +flutter/ephemeral/ + +# Visual Studio user-specific files. +*.suo +*.user +*.userosscache +*.sln.docstates + +# Visual Studio build-related files. +x64/ +x86/ + +# Visual Studio cache files +# files ending in .cache can be ignored +*.[Cc]ache +# but keep track of directories ending in .cache +!*.[Cc]ache/ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/CMakeLists.txt new file mode 100644 index 000000000..ed760319f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/CMakeLists.txt @@ -0,0 +1,108 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.14) +project(functioncalling LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(VERSION 3.14...3.25) + +# Define build configuration option. +get_property(IS_MULTICONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) +if(IS_MULTICONFIG) + set(CMAKE_CONFIGURATION_TYPES "Debug;Profile;Release" + CACHE STRING "" FORCE) +else() + if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") + endif() +endif() +# Define settings for the Profile build mode. +set(CMAKE_EXE_LINKER_FLAGS_PROFILE "${CMAKE_EXE_LINKER_FLAGS_RELEASE}") +set(CMAKE_SHARED_LINKER_FLAGS_PROFILE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE}") +set(CMAKE_C_FLAGS_PROFILE "${CMAKE_C_FLAGS_RELEASE}") +set(CMAKE_CXX_FLAGS_PROFILE "${CMAKE_CXX_FLAGS_RELEASE}") + +# Use Unicode for all projects. +add_definitions(-DUNICODE -D_UNICODE) + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_17) + target_compile_options(${TARGET} PRIVATE /W4 /WX /wd"4100") + target_compile_options(${TARGET} PRIVATE /EHsc) + target_compile_definitions(${TARGET} PRIVATE "_HAS_EXCEPTIONS=0") + target_compile_definitions(${TARGET} PRIVATE "$<$:_DEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# Support files are copied into place next to the executable, so that it can +# run in place. This is done instead of making a separate bundle (as on Linux) +# so that building and running from within Visual Studio will work. +set(BUILD_BUNDLE_DIR "$") +# Make the "install" step default, as it's required to run. +set(CMAKE_VS_INCLUDE_INSTALL_TO_DEFAULT_BUILD 1) +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +if(PLUGIN_BUNDLED_LIBRARIES) + install(FILES "${PLUGIN_BUNDLED_LIBRARIES}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/windows/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + CONFIGURATIONS Profile;Release + COMPONENT Runtime) diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/CMakeLists.txt new file mode 100644 index 000000000..903f4899d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/CMakeLists.txt @@ -0,0 +1,109 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.14) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. +set(WRAPPER_ROOT "${EPHEMERAL_DIR}/cpp_client_wrapper") + +# Set fallback configurations for older versions of the flutter tool. +if (NOT DEFINED FLUTTER_TARGET_PLATFORM) + set(FLUTTER_TARGET_PLATFORM "windows-x64") +endif() + +# === Flutter Library === +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/flutter_windows.dll") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/windows/app.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "flutter_export.h" + "flutter_windows.h" + "flutter_messenger.h" + "flutter_plugin_registrar.h" + "flutter_texture_registrar.h" +) +list(TRANSFORM FLUTTER_LIBRARY_HEADERS PREPEND "${EPHEMERAL_DIR}/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}.lib") +add_dependencies(flutter flutter_assemble) + +# === Wrapper === +list(APPEND CPP_WRAPPER_SOURCES_CORE + "core_implementations.cc" + "standard_codec.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_CORE PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_PLUGIN + "plugin_registrar.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_PLUGIN PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_APP + "flutter_engine.cc" + "flutter_view_controller.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_APP PREPEND "${WRAPPER_ROOT}/") + +# Wrapper sources needed for a plugin. +add_library(flutter_wrapper_plugin STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} +) +apply_standard_settings(flutter_wrapper_plugin) +set_target_properties(flutter_wrapper_plugin PROPERTIES + POSITION_INDEPENDENT_CODE ON) +set_target_properties(flutter_wrapper_plugin PROPERTIES + CXX_VISIBILITY_PRESET hidden) +target_link_libraries(flutter_wrapper_plugin PUBLIC flutter) +target_include_directories(flutter_wrapper_plugin PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_plugin flutter_assemble) + +# Wrapper sources needed for the runner. +add_library(flutter_wrapper_app STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_APP} +) +apply_standard_settings(flutter_wrapper_app) +target_link_libraries(flutter_wrapper_app PUBLIC flutter) +target_include_directories(flutter_wrapper_app PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_app flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +set(PHONY_OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/_phony_") +set_source_files_properties("${PHONY_OUTPUT}" PROPERTIES SYMBOLIC TRUE) +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} + ${PHONY_OUTPUT} + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.bat" + ${FLUTTER_TARGET_PLATFORM} $ + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} +) diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..38c2332a8 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugin_registrant.cc @@ -0,0 +1,17 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include +#include + +void RegisterPlugins(flutter::PluginRegistry* registry) { + ConnectivityPlusWindowsPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("ConnectivityPlusWindowsPlugin")); + FlutterGemmaPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("FlutterGemmaPlugin")); +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..dc139d85a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void RegisterPlugins(flutter::PluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugins.cmake new file mode 100644 index 000000000..8dcbac209 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/flutter/generated_plugins.cmake @@ -0,0 +1,26 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + connectivity_plus + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/windows plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/windows plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/CMakeLists.txt new file mode 100644 index 000000000..394917c05 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/CMakeLists.txt @@ -0,0 +1,40 @@ +cmake_minimum_required(VERSION 3.14) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} WIN32 + "flutter_window.cpp" + "main.cpp" + "utils.cpp" + "win32_window.cpp" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" + "Runner.rc" + "runner.exe.manifest" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the build version. +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION=\"${FLUTTER_VERSION}\"") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MAJOR=${FLUTTER_VERSION_MAJOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MINOR=${FLUTTER_VERSION_MINOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_PATCH=${FLUTTER_VERSION_PATCH}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_BUILD=${FLUTTER_VERSION_BUILD}") + +# Disable Windows macros that collide with C++ standard library functions. +target_compile_definitions(${BINARY_NAME} PRIVATE "NOMINMAX") + +# Add dependency libraries and include directories. Add any application-specific +# dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter flutter_wrapper_app) +target_link_libraries(${BINARY_NAME} PRIVATE "dwmapi.lib") +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/Runner.rc b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/Runner.rc new file mode 100644 index 000000000..967d1c9d1 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/Runner.rc @@ -0,0 +1,121 @@ +// Microsoft Visual C++ generated resource script. +// +#pragma code_page(65001) +#include "resource.h" + +#define APSTUDIO_READONLY_SYMBOLS +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 2 resource. +// +#include "winres.h" + +///////////////////////////////////////////////////////////////////////////// +#undef APSTUDIO_READONLY_SYMBOLS + +///////////////////////////////////////////////////////////////////////////// +// English (United States) resources + +#if !defined(AFX_RESOURCE_DLL) || defined(AFX_TARG_ENU) +LANGUAGE LANG_ENGLISH, SUBLANG_ENGLISH_US + +#ifdef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// TEXTINCLUDE +// + +1 TEXTINCLUDE +BEGIN + "resource.h\0" +END + +2 TEXTINCLUDE +BEGIN + "#include ""winres.h""\r\n" + "\0" +END + +3 TEXTINCLUDE +BEGIN + "\r\n" + "\0" +END + +#endif // APSTUDIO_INVOKED + + +///////////////////////////////////////////////////////////////////////////// +// +// Icon +// + +// Icon with lowest ID value placed first to ensure application icon +// remains consistent on all systems. +IDI_APP_ICON ICON "resources\\app_icon.ico" + + +///////////////////////////////////////////////////////////////////////////// +// +// Version +// + +#if defined(FLUTTER_VERSION_MAJOR) && defined(FLUTTER_VERSION_MINOR) && defined(FLUTTER_VERSION_PATCH) && defined(FLUTTER_VERSION_BUILD) +#define VERSION_AS_NUMBER FLUTTER_VERSION_MAJOR,FLUTTER_VERSION_MINOR,FLUTTER_VERSION_PATCH,FLUTTER_VERSION_BUILD +#else +#define VERSION_AS_NUMBER 1,0,0,0 +#endif + +#if defined(FLUTTER_VERSION) +#define VERSION_AS_STRING FLUTTER_VERSION +#else +#define VERSION_AS_STRING "1.0.0" +#endif + +VS_VERSION_INFO VERSIONINFO + FILEVERSION VERSION_AS_NUMBER + PRODUCTVERSION VERSION_AS_NUMBER + FILEFLAGSMASK VS_FFI_FILEFLAGSMASK +#ifdef _DEBUG + FILEFLAGS VS_FF_DEBUG +#else + FILEFLAGS 0x0L +#endif + FILEOS VOS__WINDOWS32 + FILETYPE VFT_APP + FILESUBTYPE 0x0L +BEGIN + BLOCK "StringFileInfo" + BEGIN + BLOCK "040904e4" + BEGIN + VALUE "CompanyName", "dev.fluttergemma" "\0" + VALUE "FileDescription", "Gemma Function Calling" "\0" + VALUE "FileVersion", VERSION_AS_STRING "\0" + VALUE "InternalName", "functioncalling" "\0" + VALUE "LegalCopyright", "Copyright (C) 2026 dev.fluttergemma. All rights reserved." "\0" + VALUE "OriginalFilename", "functioncalling.exe" "\0" + VALUE "ProductName", "Gemma Function Calling" "\0" + VALUE "ProductVersion", VERSION_AS_STRING "\0" + END + END + BLOCK "VarFileInfo" + BEGIN + VALUE "Translation", 0x409, 1252 + END +END + +#endif // English (United States) resources +///////////////////////////////////////////////////////////////////////////// + + + +#ifndef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 3 resource. +// + + +///////////////////////////////////////////////////////////////////////////// +#endif // not APSTUDIO_INVOKED diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/flutter_window.cpp b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/flutter_window.cpp new file mode 100644 index 000000000..955ee3038 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/flutter_window.cpp @@ -0,0 +1,71 @@ +#include "flutter_window.h" + +#include + +#include "flutter/generated_plugin_registrant.h" + +FlutterWindow::FlutterWindow(const flutter::DartProject& project) + : project_(project) {} + +FlutterWindow::~FlutterWindow() {} + +bool FlutterWindow::OnCreate() { + if (!Win32Window::OnCreate()) { + return false; + } + + RECT frame = GetClientArea(); + + // The size here must match the window dimensions to avoid unnecessary surface + // creation / destruction in the startup path. + flutter_controller_ = std::make_unique( + frame.right - frame.left, frame.bottom - frame.top, project_); + // Ensure that basic setup of the controller was successful. + if (!flutter_controller_->engine() || !flutter_controller_->view()) { + return false; + } + RegisterPlugins(flutter_controller_->engine()); + SetChildContent(flutter_controller_->view()->GetNativeWindow()); + + flutter_controller_->engine()->SetNextFrameCallback([&]() { + this->Show(); + }); + + // Flutter can complete the first frame before the "show window" callback is + // registered. The following call ensures a frame is pending to ensure the + // window is shown. It is a no-op if the first frame hasn't completed yet. + flutter_controller_->ForceRedraw(); + + return true; +} + +void FlutterWindow::OnDestroy() { + if (flutter_controller_) { + flutter_controller_ = nullptr; + } + + Win32Window::OnDestroy(); +} + +LRESULT +FlutterWindow::MessageHandler(HWND hwnd, UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + // Give Flutter, including plugins, an opportunity to handle window messages. + if (flutter_controller_) { + std::optional result = + flutter_controller_->HandleTopLevelWindowProc(hwnd, message, wparam, + lparam); + if (result) { + return *result; + } + } + + switch (message) { + case WM_FONTCHANGE: + flutter_controller_->engine()->ReloadSystemFonts(); + break; + } + + return Win32Window::MessageHandler(hwnd, message, wparam, lparam); +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/flutter_window.h b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/flutter_window.h new file mode 100644 index 000000000..6da0652f0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/flutter_window.h @@ -0,0 +1,33 @@ +#ifndef RUNNER_FLUTTER_WINDOW_H_ +#define RUNNER_FLUTTER_WINDOW_H_ + +#include +#include + +#include + +#include "win32_window.h" + +// A window that does nothing but host a Flutter view. +class FlutterWindow : public Win32Window { + public: + // Creates a new FlutterWindow hosting a Flutter view running |project|. + explicit FlutterWindow(const flutter::DartProject& project); + virtual ~FlutterWindow(); + + protected: + // Win32Window: + bool OnCreate() override; + void OnDestroy() override; + LRESULT MessageHandler(HWND window, UINT const message, WPARAM const wparam, + LPARAM const lparam) noexcept override; + + private: + // The project to run. + flutter::DartProject project_; + + // The Flutter instance hosted by this window. + std::unique_ptr flutter_controller_; +}; + +#endif // RUNNER_FLUTTER_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/main.cpp b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/main.cpp new file mode 100644 index 000000000..38dad4a50 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/main.cpp @@ -0,0 +1,43 @@ +#include +#include +#include + +#include "flutter_window.h" +#include "utils.h" + +int APIENTRY wWinMain(_In_ HINSTANCE instance, _In_opt_ HINSTANCE prev, + _In_ wchar_t *command_line, _In_ int show_command) { + // Attach to console when present (e.g., 'flutter run') or create a + // new console when running with a debugger. + if (!::AttachConsole(ATTACH_PARENT_PROCESS) && ::IsDebuggerPresent()) { + CreateAndAttachConsole(); + } + + // Initialize COM, so that it is available for use in the library and/or + // plugins. + ::CoInitializeEx(nullptr, COINIT_APARTMENTTHREADED); + + flutter::DartProject project(L"data"); + + std::vector command_line_arguments = + GetCommandLineArguments(); + + project.set_dart_entrypoint_arguments(std::move(command_line_arguments)); + + FlutterWindow window(project); + Win32Window::Point origin(10, 10); + Win32Window::Size size(1280, 720); + if (!window.Create(L"Gemma Function Calling", origin, size)) { + return EXIT_FAILURE; + } + window.SetQuitOnClose(true); + + ::MSG msg; + while (::GetMessage(&msg, nullptr, 0, 0)) { + ::TranslateMessage(&msg); + ::DispatchMessage(&msg); + } + + ::CoUninitialize(); + return EXIT_SUCCESS; +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/resource.h b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/resource.h new file mode 100644 index 000000000..66a65d1e4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/resource.h @@ -0,0 +1,16 @@ +//{{NO_DEPENDENCIES}} +// 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000000000..153653e8d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/runner.exe.manifest @@ -0,0 +1,14 @@ + + + + + PerMonitorV2 + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/utils.cpp b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/utils.cpp new file mode 100644 index 000000000..3cb714665 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/utils.cpp @@ -0,0 +1,69 @@ +#include "utils.h" + +#include +#include +#include +#include + +#include + +void CreateAndAttachConsole() { + if (::AllocConsole()) { + FILE *unused; + if (freopen_s(&unused, "CONOUT$", "w", stdout)) { + _dup2(_fileno(stdout), 1); + } + if (freopen_s(&unused, "CONOUT$", "w", stderr)) { + _dup2(_fileno(stdout), 2); + } + std::ios::sync_with_stdio(); + FlutterDesktopResyncOutputStreams(); + } +} + +std::vector GetCommandLineArguments() { + // Convert the UTF-16 command line arguments to UTF-8 for the Engine to use. + int argc; + wchar_t** argv = ::CommandLineToArgvW(::GetCommandLineW(), &argc); + if (argv == nullptr) { + return std::vector(); + } + + std::vector command_line_arguments; + + // Skip the first argument as it's the binary name. + for (int i = 1; i < argc; i++) { + command_line_arguments.push_back(Utf8FromUtf16(argv[i])); + } + + ::LocalFree(argv); + + return command_line_arguments; +} + +std::string Utf8FromUtf16(const wchar_t* utf16_string) { + if (utf16_string == nullptr) { + return std::string(); + } + // First, find the length of the string with a safe upper bound (CWE-126). + // UNICODE_STRING_MAX_CHARS (32767) is the maximum length of a UNICODE_STRING. + int input_length = static_cast(wcsnlen(utf16_string, UNICODE_STRING_MAX_CHARS)); + // Now use that bounded length to determine the required buffer size. + // When an explicit length is passed, WideCharToMultiByte does not include + // the null terminator in its returned size. + int target_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, nullptr, 0, nullptr, nullptr); + std::string utf8_string; + if (target_length == 0 || static_cast(target_length) > utf8_string.max_size()) { + return utf8_string; + } + utf8_string.resize(target_length); + int converted_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, utf8_string.data(), target_length, nullptr, nullptr); + if (converted_length == 0) { + return std::string(); + } + return utf8_string; +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/utils.h b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/utils.h new file mode 100644 index 000000000..3879d5475 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/utils.h @@ -0,0 +1,19 @@ +#ifndef RUNNER_UTILS_H_ +#define RUNNER_UTILS_H_ + +#include +#include + +// Creates a console for the process, and redirects stdout and stderr to +// it for both the runner and the Flutter library. +void CreateAndAttachConsole(); + +// Takes a null-terminated wchar_t* encoded in UTF-16 and returns a std::string +// encoded in UTF-8. Returns an empty std::string on failure. +std::string Utf8FromUtf16(const wchar_t* utf16_string); + +// Gets the command line arguments passed in as a std::vector, +// encoded in UTF-8. Returns an empty std::vector on failure. +std::vector GetCommandLineArguments(); + +#endif // RUNNER_UTILS_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/win32_window.cpp b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/win32_window.cpp new file mode 100644 index 000000000..60608d0fe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/win32_window.cpp @@ -0,0 +1,288 @@ +#include "win32_window.h" + +#include +#include + +#include "resource.h" + +namespace { + +/// Window attribute that enables dark mode window decorations. +/// +/// Redefined in case the developer's machine has a Windows SDK older than +/// version 10.0.22000.0. +/// See: https://docs.microsoft.com/windows/win32/api/dwmapi/ne-dwmapi-dwmwindowattribute +#ifndef DWMWA_USE_IMMERSIVE_DARK_MODE +#define DWMWA_USE_IMMERSIVE_DARK_MODE 20 +#endif + +constexpr const wchar_t kWindowClassName[] = L"FLUTTER_RUNNER_WIN32_WINDOW"; + +/// Registry key for app theme preference. +/// +/// A value of 0 indicates apps should use dark mode. A non-zero or missing +/// value indicates apps should use light mode. +constexpr const wchar_t kGetPreferredBrightnessRegKey[] = + L"Software\\Microsoft\\Windows\\CurrentVersion\\Themes\\Personalize"; +constexpr const wchar_t kGetPreferredBrightnessRegValue[] = L"AppsUseLightTheme"; + +// The number of Win32Window objects that currently exist. +static int g_active_window_count = 0; + +using EnableNonClientDpiScaling = BOOL __stdcall(HWND hwnd); + +// Scale helper to convert logical scaler values to physical using passed in +// scale factor +int Scale(int source, double scale_factor) { + return static_cast(source * scale_factor); +} + +// Dynamically loads the |EnableNonClientDpiScaling| from the User32 module. +// This API is only needed for PerMonitor V1 awareness mode. +void EnableFullDpiSupportIfAvailable(HWND hwnd) { + HMODULE user32_module = LoadLibraryA("User32.dll"); + if (!user32_module) { + return; + } + auto enable_non_client_dpi_scaling = + reinterpret_cast( + GetProcAddress(user32_module, "EnableNonClientDpiScaling")); + if (enable_non_client_dpi_scaling != nullptr) { + enable_non_client_dpi_scaling(hwnd); + } + FreeLibrary(user32_module); +} + +} // namespace + +// Manages the Win32Window's window class registration. +class WindowClassRegistrar { + public: + ~WindowClassRegistrar() = default; + + // Returns the singleton registrar instance. + static WindowClassRegistrar* GetInstance() { + if (!instance_) { + instance_ = new WindowClassRegistrar(); + } + return instance_; + } + + // Returns the name of the window class, registering the class if it hasn't + // previously been registered. + const wchar_t* GetWindowClass(); + + // Unregisters the window class. Should only be called if there are no + // instances of the window. + void UnregisterWindowClass(); + + private: + WindowClassRegistrar() = default; + + static WindowClassRegistrar* instance_; + + bool class_registered_ = false; +}; + +WindowClassRegistrar* WindowClassRegistrar::instance_ = nullptr; + +const wchar_t* WindowClassRegistrar::GetWindowClass() { + if (!class_registered_) { + WNDCLASS window_class{}; + window_class.hCursor = LoadCursor(nullptr, IDC_ARROW); + window_class.lpszClassName = kWindowClassName; + window_class.style = CS_HREDRAW | CS_VREDRAW; + window_class.cbClsExtra = 0; + window_class.cbWndExtra = 0; + window_class.hInstance = GetModuleHandle(nullptr); + window_class.hIcon = + LoadIcon(window_class.hInstance, MAKEINTRESOURCE(IDI_APP_ICON)); + window_class.hbrBackground = 0; + window_class.lpszMenuName = nullptr; + window_class.lpfnWndProc = Win32Window::WndProc; + RegisterClass(&window_class); + class_registered_ = true; + } + return kWindowClassName; +} + +void WindowClassRegistrar::UnregisterWindowClass() { + UnregisterClass(kWindowClassName, nullptr); + class_registered_ = false; +} + +Win32Window::Win32Window() { + ++g_active_window_count; +} + +Win32Window::~Win32Window() { + --g_active_window_count; + Destroy(); +} + +bool Win32Window::Create(const std::wstring& title, + const Point& origin, + const Size& size) { + Destroy(); + + const wchar_t* window_class = + WindowClassRegistrar::GetInstance()->GetWindowClass(); + + const POINT target_point = {static_cast(origin.x), + static_cast(origin.y)}; + HMONITOR monitor = MonitorFromPoint(target_point, MONITOR_DEFAULTTONEAREST); + UINT dpi = FlutterDesktopGetDpiForMonitor(monitor); + double scale_factor = dpi / 96.0; + + HWND window = CreateWindow( + window_class, title.c_str(), WS_OVERLAPPEDWINDOW, + Scale(origin.x, scale_factor), Scale(origin.y, scale_factor), + Scale(size.width, scale_factor), Scale(size.height, scale_factor), + nullptr, nullptr, GetModuleHandle(nullptr), this); + + if (!window) { + return false; + } + + UpdateTheme(window); + + return OnCreate(); +} + +bool Win32Window::Show() { + return ShowWindow(window_handle_, SW_SHOWNORMAL); +} + +// static +LRESULT CALLBACK Win32Window::WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + if (message == WM_NCCREATE) { + auto window_struct = reinterpret_cast(lparam); + SetWindowLongPtr(window, GWLP_USERDATA, + reinterpret_cast(window_struct->lpCreateParams)); + + auto that = static_cast(window_struct->lpCreateParams); + EnableFullDpiSupportIfAvailable(window); + that->window_handle_ = window; + } else if (Win32Window* that = GetThisFromHandle(window)) { + return that->MessageHandler(window, message, wparam, lparam); + } + + return DefWindowProc(window, message, wparam, lparam); +} + +LRESULT +Win32Window::MessageHandler(HWND hwnd, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + switch (message) { + case WM_DESTROY: + window_handle_ = nullptr; + Destroy(); + if (quit_on_close_) { + PostQuitMessage(0); + } + return 0; + + case WM_DPICHANGED: { + auto newRectSize = reinterpret_cast(lparam); + LONG newWidth = newRectSize->right - newRectSize->left; + LONG newHeight = newRectSize->bottom - newRectSize->top; + + SetWindowPos(hwnd, nullptr, newRectSize->left, newRectSize->top, newWidth, + newHeight, SWP_NOZORDER | SWP_NOACTIVATE); + + return 0; + } + case WM_SIZE: { + RECT rect = GetClientArea(); + if (child_content_ != nullptr) { + // Size and position the child window. + MoveWindow(child_content_, rect.left, rect.top, rect.right - rect.left, + rect.bottom - rect.top, TRUE); + } + return 0; + } + + case WM_ACTIVATE: + if (child_content_ != nullptr) { + SetFocus(child_content_); + } + return 0; + + case WM_DWMCOLORIZATIONCOLORCHANGED: + UpdateTheme(hwnd); + return 0; + } + + return DefWindowProc(window_handle_, message, wparam, lparam); +} + +void Win32Window::Destroy() { + OnDestroy(); + + if (window_handle_) { + DestroyWindow(window_handle_); + window_handle_ = nullptr; + } + if (g_active_window_count == 0) { + WindowClassRegistrar::GetInstance()->UnregisterWindowClass(); + } +} + +Win32Window* Win32Window::GetThisFromHandle(HWND const window) noexcept { + return reinterpret_cast( + GetWindowLongPtr(window, GWLP_USERDATA)); +} + +void Win32Window::SetChildContent(HWND content) { + child_content_ = content; + SetParent(content, window_handle_); + RECT frame = GetClientArea(); + + MoveWindow(content, frame.left, frame.top, frame.right - frame.left, + frame.bottom - frame.top, true); + + SetFocus(child_content_); +} + +RECT Win32Window::GetClientArea() { + RECT frame; + GetClientRect(window_handle_, &frame); + return frame; +} + +HWND Win32Window::GetHandle() { + return window_handle_; +} + +void Win32Window::SetQuitOnClose(bool quit_on_close) { + quit_on_close_ = quit_on_close; +} + +bool Win32Window::OnCreate() { + // No-op; provided for subclasses. + return true; +} + +void Win32Window::OnDestroy() { + // No-op; provided for subclasses. +} + +void Win32Window::UpdateTheme(HWND const window) { + DWORD light_mode; + DWORD light_mode_size = sizeof(light_mode); + LSTATUS result = RegGetValue(HKEY_CURRENT_USER, kGetPreferredBrightnessRegKey, + kGetPreferredBrightnessRegValue, + RRF_RT_REG_DWORD, nullptr, &light_mode, + &light_mode_size); + + if (result == ERROR_SUCCESS) { + BOOL enable_dark_mode = light_mode == 0; + DwmSetWindowAttribute(window, DWMWA_USE_IMMERSIVE_DARK_MODE, + &enable_dark_mode, sizeof(enable_dark_mode)); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/win32_window.h b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/win32_window.h new file mode 100644 index 000000000..e901dde68 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/windows/runner/win32_window.h @@ -0,0 +1,102 @@ +#ifndef RUNNER_WIN32_WINDOW_H_ +#define RUNNER_WIN32_WINDOW_H_ + +#include + +#include +#include +#include + +// A class abstraction for a high DPI-aware Win32 Window. Intended to be +// inherited from by classes that wish to specialize with custom +// rendering and input handling +class Win32Window { + public: + struct Point { + unsigned int x; + unsigned int y; + Point(unsigned int x, unsigned int y) : x(x), y(y) {} + }; + + struct Size { + unsigned int width; + unsigned int height; + Size(unsigned int width, unsigned int height) + : width(width), height(height) {} + }; + + Win32Window(); + virtual ~Win32Window(); + + // Creates a win32 window with |title| that is positioned and sized using + // |origin| and |size|. New windows are created on the default monitor. Window + // sizes are specified to the OS in physical pixels, hence to ensure a + // consistent size this function will scale the inputted width and height as + // as appropriate for the default monitor. The window is invisible until + // |Show| is called. Returns true if the window was created successfully. + bool Create(const std::wstring& title, const Point& origin, const Size& size); + + // Show the current window. Returns true if the window was successfully shown. + bool Show(); + + // Release OS resources associated with window. + void Destroy(); + + // Inserts |content| into the window tree. + void SetChildContent(HWND content); + + // Returns the backing Window handle to enable clients to set icon and other + // window properties. Returns nullptr if the window has been destroyed. + HWND GetHandle(); + + // If true, closing this window will quit the application. + void SetQuitOnClose(bool quit_on_close); + + // Return a RECT representing the bounds of the current client area. + RECT GetClientArea(); + + protected: + // Processes and route salient window messages for mouse handling, + // size change and DPI. Delegates handling of these to member overloads that + // inheriting classes can handle. + virtual LRESULT MessageHandler(HWND window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Called when CreateAndShow is called, allowing subclass window-related + // setup. Subclasses should return false if setup fails. + virtual bool OnCreate(); + + // Called when Destroy is called. + virtual void OnDestroy(); + + private: + friend class WindowClassRegistrar; + + // OS callback called by message pump. Handles the WM_NCCREATE message which + // is passed when the non-client area is being created and enables automatic + // non-client DPI scaling so that the non-client area automatically + // responds to changes in DPI. All other messages are handled by + // MessageHandler. + static LRESULT CALLBACK WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Retrieves a class instance pointer for |window| + static Win32Window* GetThisFromHandle(HWND const window) noexcept; + + // Update the window frame's theme to match the system theme. + static void UpdateTheme(HWND const window); + + bool quit_on_close_ = false; + + // window handle for top level window. + HWND window_handle_ = nullptr; + + // window handle for hosted content. + HWND child_content_ = nullptr; +}; + +#endif // RUNNER_WIN32_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/.gitignore b/codelabs/function-calling-flutter-gemma/step_02_one_tool/.gitignore new file mode 100644 index 000000000..79f7ecabd --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/.gitignore @@ -0,0 +1,48 @@ +# Miscellaneous +*.class +*.log +*.pyc +*.swp +.DS_Store +.atom/ +.build/ +.buildlog/ +.history +.svn/ +.swiftpm/ +migrate_working_dir/ + +# IntelliJ related +*.iml +*.ipr +*.iws +.idea/ + +# The .vscode folder contains launch configuration and tasks you configure in +# VS Code which you may wish to be included in version control, so this line +# is commented out by default. +#.vscode/ + +# Flutter/Dart/Pub related +**/doc/api/ +**/ios/Flutter/.last_build_id +.dart_tool/ +.flutter-plugins-dependencies +.pub-cache/ +.pub/ +/build/ +/coverage/ + +# Symbolication related +app.*.symbols + +# Obfuscation related +app.*.map.json + +# Android Studio will place build artifacts here +/android/app/debug +/android/app/profile +/android/app/release + +# Widget Preview related +.widget_preview/ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/.metadata b/codelabs/function-calling-flutter-gemma/step_02_one_tool/.metadata new file mode 100644 index 000000000..615dfd47e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/.metadata @@ -0,0 +1,45 @@ +# This file tracks properties of this Flutter project. +# Used by Flutter tool to assess capabilities and perform upgrades etc. +# +# This file should be version controlled and should not be manually edited. + +version: + revision: "d3b14c876900e553bc736ca19295fc09e3853e8e" + channel: "stable" + +project_type: app + +# Tracks metadata for the flutter migrate command +migration: + platforms: + - platform: root + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: android + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: ios + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: linux + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: macos + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: web + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: windows + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + + # User provided section + + # List of Local paths (relative to this file) that should be + # ignored by the migrate tool. + # + # Files that are not part of the templates will be ignored by default. + unmanaged_files: + - 'lib/main.dart' + - 'ios/Runner.xcodeproj/project.pbxproj' diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/README.md b/codelabs/function-calling-flutter-gemma/step_02_one_tool/README.md new file mode 100644 index 000000000..1c831fead --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/README.md @@ -0,0 +1,17 @@ +# gemma_quickstart + +A new Flutter project. + +## Getting Started + +This project is a starting point for a Flutter application. + +A few resources to get you started if this is your first Flutter project: + +- [Learn Flutter](https://docs.flutter.dev/get-started/learn-flutter) +- [Write your first Flutter app](https://docs.flutter.dev/get-started/codelab) +- [Flutter learning resources](https://docs.flutter.dev/reference/learning-resources) + +For help getting started with Flutter development, view the +[online documentation](https://docs.flutter.dev/), which offers tutorials, +samples, guidance on mobile development, and a full API reference. diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/analysis_options.yaml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/analysis_options.yaml new file mode 100644 index 000000000..78613972a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/analysis_options.yaml @@ -0,0 +1,38 @@ +# This file configures the analyzer, which statically analyzes Dart code to +# check for errors, warnings, and lints. +# +# The issues identified by the analyzer are surfaced in the UI of Dart-enabled +# IDEs (https://dart.dev/tools#ides-and-editors). The analyzer can also be +# invoked from the command line by running `flutter analyze`. + +# The following line activates a set of recommended lints for Flutter apps, +# packages, and plugins designed to encourage good coding practices. +include: package:flutter_lints/flutter.yaml + +analyzer: + exclude: + - build/** + - android/** + - ios/** + - linux/** + - macos/** + - web/** + - windows/** + +linter: + # The lint rules applied to this project can be customized in the + # section below to disable rules from the `package:flutter_lints/flutter.yaml` + # included above or to enable additional rules. A list of all available lints + # and their documentation is published at https://dart.dev/lints. + # + # Instead of disabling a lint rule for the entire project in the + # section below, it can also be suppressed for a single line of code + # or a specific dart file by using the `// ignore: name_of_lint` and + # `// ignore_for_file: name_of_lint` syntax on the line or in the file + # producing the lint. + rules: + # avoid_print: false # Uncomment to disable the `avoid_print` rule + # prefer_single_quotes: true # Uncomment to enable the `prefer_single_quotes` rule + +# Additional information about this file can be found at +# https://dart.dev/guides/language/analysis-options diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/.gitignore b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/.gitignore new file mode 100644 index 000000000..be3943c96 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/.gitignore @@ -0,0 +1,14 @@ +gradle-wrapper.jar +/.gradle +/captures/ +/gradlew +/gradlew.bat +/local.properties +GeneratedPluginRegistrant.java +.cxx/ + +# Remember to never publicly share your keystore. +# See https://flutter.dev/to/reference-keystore +key.properties +**/*.keystore +**/*.jks diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/build.gradle.kts b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/build.gradle.kts new file mode 100644 index 000000000..1ec5366e9 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/build.gradle.kts @@ -0,0 +1,49 @@ +plugins { + id("com.android.application") + // The Flutter Gradle Plugin must be applied after the Android and Kotlin Gradle plugins. + id("dev.flutter.flutter-gradle-plugin") +} + +android { + namespace = "dev.fluttergemma.functioncalling" + compileSdk = flutter.compileSdkVersion + ndkVersion = flutter.ndkVersion + + compileOptions { + sourceCompatibility = JavaVersion.VERSION_17 + targetCompatibility = JavaVersion.VERSION_17 + } + + defaultConfig { + // TODO: Specify your own unique Application ID (https://developer.android.com/studio/build/application-id.html). + applicationId = "dev.fluttergemma.functioncalling" + // You can update the following values to match your application needs. + // For more information, see: https://flutter.dev/to/review-gradle-config. + minSdk = flutter.minSdkVersion + targetSdk = flutter.targetSdkVersion + // Uses the version code from pubspec.yaml. When using split APKs, 1000 * ABI_VERSION + // is added automatically by Flutter. (https://developer.android.com/studio/build/configure-apk-splits#configure-APK-versions) + // You can force using the value of versionCode by specifying the `-P force-version-code-ignoring-abi=true` + // flag during build. + versionCode = flutter.versionCode + versionName = flutter.versionName + } + + buildTypes { + release { + // TODO: Add your own signing config for the release build. + // Signing with the debug keys for now, so `flutter run --release` works. + signingConfig = signingConfigs.getByName("debug") + } + } +} + +kotlin { + compilerOptions { + jvmTarget = org.jetbrains.kotlin.gradle.dsl.JvmTarget.JVM_17 + } +} + +flutter { + source = "../.." +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/debug/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..34daae5c0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,47 @@ + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt new file mode 100644 index 000000000..e4e274d6e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt @@ -0,0 +1,5 @@ +package dev.fluttergemma.functioncalling + +import io.flutter.embedding.android.FlutterActivity + +class MainActivity : FlutterActivity() diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/res/drawable-v21/launch_background.xml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/res/drawable-v21/launch_background.xml new file mode 100644 index 000000000..f74085f3f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/res/drawable-v21/launch_background.xml @@ -0,0 +1,12 @@ + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/res/drawable/launch_background.xml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/res/drawable/launch_background.xml 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b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/main/res/values/styles.xml @@ -0,0 +1,18 @@ + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/profile/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/profile/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/app/src/profile/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/build.gradle.kts b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/build.gradle.kts new file mode 100644 index 000000000..dbee657bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/build.gradle.kts @@ -0,0 +1,24 @@ +allprojects { + repositories { + google() + mavenCentral() + } +} + +val newBuildDir: Directory = + rootProject.layout.buildDirectory + .dir("../../build") + .get() +rootProject.layout.buildDirectory.value(newBuildDir) + +subprojects { + val newSubprojectBuildDir: Directory = newBuildDir.dir(project.name) + project.layout.buildDirectory.value(newSubprojectBuildDir) +} +subprojects { + project.evaluationDependsOn(":app") +} + +tasks.register("clean") { + delete(rootProject.layout.buildDirectory) +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/gradle.properties b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/gradle.properties new file mode 100644 index 000000000..e96108cfe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/gradle.properties @@ -0,0 +1,6 @@ +org.gradle.jvmargs=-Xmx8G -XX:MaxMetaspaceSize=4G -XX:ReservedCodeCacheSize=512m -XX:+HeapDumpOnOutOfMemoryError +android.useAndroidX=true +# This newDsl flag was added by the Flutter template +android.newDsl=false +# This builtInKotlin flag was added by the Flutter template +android.builtInKotlin=false diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/gradle/wrapper/gradle-wrapper.properties b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..a20f2c46d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,5 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-9.3.1-all.zip diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/settings.gradle.kts b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/settings.gradle.kts new file mode 100644 index 000000000..b28021a91 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/android/settings.gradle.kts @@ -0,0 +1,26 @@ +pluginManagement { + val flutterSdkPath = + run { + val properties = java.util.Properties() + file("local.properties").inputStream().use { properties.load(it) } + val flutterSdkPath = properties.getProperty("flutter.sdk") + require(flutterSdkPath != null) { "flutter.sdk not set in local.properties" } + flutterSdkPath + } + + includeBuild("$flutterSdkPath/packages/flutter_tools/gradle") + + repositories { + google() + mavenCentral() + gradlePluginPortal() + } +} + +plugins { + id("dev.flutter.flutter-plugin-loader") version "1.0.0" + id("com.android.application") version "9.1.0" apply false + id("org.jetbrains.kotlin.android") version "2.4.0" apply false +} + +include(":app") diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/.gitignore b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/.gitignore new file mode 100644 index 000000000..7a7f9873a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/.gitignore @@ -0,0 +1,34 @@ +**/dgph +*.mode1v3 +*.mode2v3 +*.moved-aside +*.pbxuser +*.perspectivev3 +**/*sync/ +.sconsign.dblite +.tags* +**/.vagrant/ +**/DerivedData/ +Icon? +**/Pods/ +**/.symlinks/ +profile +xcuserdata +**/.generated/ +Flutter/App.framework +Flutter/Flutter.framework +Flutter/Flutter.podspec +Flutter/Generated.xcconfig +Flutter/ephemeral/ +Flutter/app.flx +Flutter/app.zip +Flutter/flutter_assets/ +Flutter/flutter_export_environment.sh +ServiceDefinitions.json +Runner/GeneratedPluginRegistrant.* + +# Exceptions to above rules. +!default.mode1v3 +!default.mode2v3 +!default.pbxuser +!default.perspectivev3 diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/AppFrameworkInfo.plist b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/AppFrameworkInfo.plist new file mode 100644 index 000000000..391a902b2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/AppFrameworkInfo.plist @@ -0,0 +1,24 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + App + CFBundleIdentifier + io.flutter.flutter.app + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + App + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + 1.0 + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/Debug.xcconfig new file mode 100644 index 000000000..592ceee85 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/Debug.xcconfig @@ -0,0 +1 @@ +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/Release.xcconfig new file mode 100644 index 000000000..592ceee85 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Flutter/Release.xcconfig @@ -0,0 +1 @@ +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcodeproj/project.pbxproj b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcodeproj/project.pbxproj new file mode 100644 index 000000000..249dc6542 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcodeproj/project.pbxproj @@ -0,0 +1,655 @@ +// !$*UTF8*$! +{ + archiveVersion = 1; + classes = { + }; + objectVersion = 54; + objects = { + +/* Begin PBXBuildFile section */ + 1498D2341E8E89220040F4C2 /* GeneratedPluginRegistrant.m in Sources */ = {isa = PBXBuildFile; fileRef = 1498D2331E8E89220040F4C2 /* GeneratedPluginRegistrant.m */; }; + 331C808B294A63AB00263BE5 /* RunnerTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = 331C807B294A618700263BE5 /* RunnerTests.swift */; 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b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist new file mode 100644 index 000000000..18d981003 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist @@ -0,0 +1,8 @@ + + + + + IDEDidComputeMac32BitWarning + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings new file mode 100644 index 000000000..f9b0d7c5e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings @@ -0,0 +1,8 @@ + + + + + PreviewsEnabled + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/AppDelegate.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/AppDelegate.swift new file mode 100644 index 000000000..c30b367ec --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/AppDelegate.swift @@ -0,0 +1,16 @@ +import Flutter +import UIKit + +@main +@objc class AppDelegate: FlutterAppDelegate, FlutterImplicitEngineDelegate { + override func application( + _ application: UIApplication, + didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey: Any]? + ) -> Bool { + return super.application(application, didFinishLaunchingWithOptions: launchOptions) + } + + func didInitializeImplicitFlutterEngine(_ engineBridge: FlutterImplicitEngineBridge) { + GeneratedPluginRegistrant.register(with: engineBridge.pluginRegistry) + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json 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literal 0 HcmV?d00001 diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md new file mode 100644 index 000000000..89c2725b7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md @@ -0,0 +1,5 @@ +# Launch Screen Assets + +You can customize the launch screen with your own desired assets by replacing the image files in this directory. + +You can also do it by opening your Flutter project's Xcode project with `open ios/Runner.xcworkspace`, selecting `Runner/Assets.xcassets` in the Project Navigator and dropping in the desired images. \ No newline at end of file diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Base.lproj/LaunchScreen.storyboard b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Base.lproj/LaunchScreen.storyboard new file mode 100644 index 000000000..f2e259c7c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Base.lproj/LaunchScreen.storyboard @@ -0,0 +1,37 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Base.lproj/Main.storyboard b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Base.lproj/Main.storyboard new file mode 100644 index 000000000..f3c28516f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Base.lproj/Main.storyboard @@ -0,0 +1,26 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Info.plist new file mode 100644 index 000000000..c97226dba --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Info.plist @@ -0,0 +1,70 @@ + + + + + CADisableMinimumFrameDurationOnPhone + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleDisplayName + Gemma Function Calling + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + functioncalling + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleSignature + ???? + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSRequiresIPhoneOS + + UIApplicationSceneManifest + + UIApplicationSupportsMultipleScenes + + UISceneConfigurations + + UIWindowSceneSessionRoleApplication + + + UISceneClassName + UIWindowScene + UISceneConfigurationName + flutter + UISceneDelegateClassName + $(PRODUCT_MODULE_NAME).SceneDelegate + UISceneStoryboardFile + Main + + + + + UIApplicationSupportsIndirectInputEvents + + UILaunchStoryboardName + LaunchScreen + UIMainStoryboardFile + Main + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Runner-Bridging-Header.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Runner-Bridging-Header.h new file mode 100644 index 000000000..308a2a560 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Runner-Bridging-Header.h @@ -0,0 +1 @@ +#import "GeneratedPluginRegistrant.h" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Runner.entitlements b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Runner.entitlements new file mode 100644 index 000000000..cd461aae4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/Runner.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.developer.kernel.extended-virtual-addressing + + com.apple.developer.kernel.increased-memory-limit + + com.apple.developer.kernel.increased-debugging-memory-limit + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/SceneDelegate.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/SceneDelegate.swift new file mode 100644 index 000000000..b9ce8ea2b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/Runner/SceneDelegate.swift @@ -0,0 +1,6 @@ +import Flutter +import UIKit + +class SceneDelegate: FlutterSceneDelegate { + +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..86a7c3b1b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/ios/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Flutter +import UIKit +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart new file mode 100644 index 000000000..847ff8cf7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart @@ -0,0 +1,498 @@ +import 'dart:convert'; + +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; +import 'tools.dart'; + +/// What a line in the transcript is. +/// +/// A chat with tools has four kinds of turn, not two, and showing only the +/// first and last of them is how a tool-calling app becomes impossible to +/// debug: the answer is right or wrong and nothing on screen says which +/// function produced it, with which arguments. +enum _TurnKind { user, model, toolCall, toolResult } + +/// A chat where the model can ask the app to run a function. +/// +/// The loop is written out by hand here — generate, see a call, run it, send +/// the result back, generate again — because that is the thing worth seeing +/// once. Step 3 replaces all of it with one SDK call. +class ChatPage extends StatefulWidget { + const ChatPage({ + super.key, + required this.model, + required this.onModelRemoved, + }); + + final ModelChoice model; + + /// Lets the gate send the app back to the download screen. + final VoidCallback onModelRemoved; + + @override + State createState() => _ChatPageState(); +} + +class _ChatPageState extends State { + final _input = TextEditingController(); + final _turns = <_Turn>[]; + + InferenceModel? _inference; + InferenceChat? _chat; + bool _busy = false; + Object? _loadError; + + /// A one-line problem that is not worth losing the chat over. + String? _notice; + + @override + void initState() { + super.initState(); + _load(); + } + + Future _load() async { + try { + // maxTokens is the CONTEXT WINDOW — prompt + history + reply share it. + // It is NOT a reply-length cap; for that, pass maxOutputTokens below. + // Tools are not free inside it: the declarations below are rendered into + // the prompt once and stay in the history for the rest of the + // conversation, and every call and every tool response is another turn in + // there too. 1024 is the floor for a `.litertlm` model and what Getting + // Started uses; a tool round trip spends enough of it that this asks for + // more. + // + // Note what this call does NOT take: `tools`. There is no modality flag + // to set in two places here — `getActiveModel` builds the engine, and + // nothing about the weights changes when you declare a function. Tools + // belong to the SESSION, and the session is opened one call down. + final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + // Hold the runtime before opening a chat on it: `createChat` can throw, + // and a model this page never stored is a model `dispose` can never + // close. A page that is already gone holds nothing, so it closes it here. + if (!mounted) { + await inference.close(); + return; + } + setState(() => _inference = inference); + + final chat = await inference.createChat( + // Which family's call syntax the SDK writes and reads. With + // `ModelType.functionGemma` it renders the declarations into a + // developer turn these weights were trained on, and parses + // `call:multiply{…}` back into the + // `FunctionCallResponse` the loop below waits for. + modelType: widget.model.modelType, + // The declarations. This is the whole of "the model can call your + // code": a list of names, descriptions and argument schemas. + tools: const [multiplyTool], + // And the switch that turns the machinery on. `tools` without this is + // the quiet failure worth knowing about: `InferenceChat` logs + // "Model does not support function calls, but tools were provided. + // Tools will be ignored", never renders the declarations, and the + // model answers every question out of its own head — fluently, and + // with arithmetic it made up. + supportsFunctionCalls: true, + maxOutputTokens: 256, + ); + // The same guard, one call later and for the same reason: a chat this + // page never stored is a native session `dispose` can never close. + if (!mounted) { + await chat.close(); + return; + } + setState(() => _chat = chat); + } catch (error) { + // Loading is the likeliest thing to fail on a real device: a forgotten + // engine package, too little memory, a half-written model file. Show it + // instead of sitting on the progress bar forever. + if (mounted) setState(() => _loadError = error); + } + } + + void _retryLoad() { + setState(() => _loadError = null); + _load(); + } + + /// The loop, by hand. + /// + /// Read it as three questions asked in order: what does the model say, does + /// it want a function run, and what does it say once it has the answer. + Future _send() async { + final chat = _chat; + final text = _input.text.trim(); + if (chat == null || text.isEmpty || _busy) return; + + setState(() { + _turns.add(_Turn(text, kind: _TurnKind.user)); + _input.clear(); + _notice = null; + _busy = true; + }); + + try { + await chat.addQueryChunk(Message.text(text: text, isUser: true)); + + // ROUND ONE. The model either answers, or asks for the function. + final calls = await _generate(chat); + if (calls.isEmpty) return; // a plain answer — nothing to run + + // The app runs it. This half is never the SDK's: a tool is an action in + // your program, and only your program knows what `multiply` means. + for (final call in calls) { + final result = _run(call); + if (mounted) { + setState(() { + _turns + ..add(_Turn(_describeCall(call), kind: _TurnKind.toolCall)) + ..add(_Turn(jsonEncode(result), kind: _TurnKind.toolResult)); + }); + } + // Handing the answer back is a MESSAGE, not a return value. Until this + // reaches the session the model has not seen the number at all. + await chat.addQueryChunk( + Message.toolResponse(toolName: call.name, response: result), + ); + } + + // ROUND TWO. Same session, same history — now with the result in it. + final again = await _generate(chat); + if (again.isEmpty) return; + + // The model asked for another call. Every call the stream yielded is + // ALREADY in the chat's history, and a call left without a response + // poisons the next turn on this chat — the model re-issues it, or + // answers nothing at all. So the ones this step will not run still get + // an answer, and it says what happened. + for (final call in again) { + if (mounted) { + setState( + () => _turns.add( + _Turn(_describeCall(call), kind: _TurnKind.toolCall), + ), + ); + } + await chat.addQueryChunk( + Message.toolResponse( + toolName: call.name, + response: const { + 'status': 'not run — this app runs one round of tool calls', + }, + ), + ); + } + if (mounted) { + setState( + () => _notice = + 'The model asked for another call. This hand-written loop runs ' + 'one round and stops. Step 3 hands the loop to the SDK, which ' + 'keeps going up to a limit you set.', + ); + } + } catch (error) { + // The half-written reply becomes the error, so the bubble `_generate` + // opened never just sits there empty. A failure between generations — + // staging the tool response, say — has no bubble to overwrite, and gets + // its own. + if (mounted) { + setState(() { + final at = _turns.length - 1; + if (at >= 0 && _turns[at].kind == _TurnKind.model) { + _turns[at] = _Turn('⚠️ $error', kind: _TurnKind.model); + } else { + _turns.add(_Turn('⚠️ $error', kind: _TurnKind.model)); + } + }); + } + } finally { + // `_busy` is what disables the composer, so clearing it belongs in + // `finally` — a failed generation must not lock the app. + if (mounted) setState(() => _busy = false); + } + } + + /// Streams ONE generation into a fresh bubble and collects any calls it made. + /// + /// The text and the calls arrive on the same stream: `ModelResponse` is a + /// sealed type, and a turn is a mixture of its cases rather than one or the + /// other. Switching over it exhaustively is what stops a future case from + /// being silently treated as text. + Future> _generate(InferenceChat chat) async { + final pending = []; + final buffer = StringBuffer(); + + setState(() => _turns.add(const _Turn('', kind: _TurnKind.model))); + final at = _turns.length - 1; + + await for (final chunk in chat.generateChatResponseAsync()) { + switch (chunk) { + case TextResponse(:final token): + // Each TextResponse carries only the NEW text, not the whole reply + // so far — append, never replace. + buffer.write(token); + // Guarded rather than returned: a call this stream has already + // yielded is committed to the chat's history and still has to be + // answered, so the loop keeps draining even with no screen to paint. + if (mounted) { + setState( + () => + _turns[at] = _Turn(buffer.toString(), kind: _TurnKind.model), + ); + } + case FunctionCallResponse(): + pending.add(chunk); + case ParallelFunctionCallResponse(:final calls): + // One turn, several calls. FunctionGemma with a single declared tool + // will rarely do this, but the case exists and dropping it would + // leave committed calls unanswered. + pending.addAll(calls); + case ThinkingResponse(): + // Filtered out upstream unless the chat was opened with + // `isThinking: true` — `complete` does exactly that. Here the branch + // exists so the switch stays exhaustive. + break; + } + } + + // A call-only turn generates no text, and an empty bubble under it reads + // as a model that said nothing when in fact it asked a question. + if (buffer.isEmpty && mounted) { + setState(() => _turns.removeAt(at)); + } + return pending; + } + + /// Maps a call the model made onto the Dart that answers it. + /// + /// Keyed by name and with a real miss branch: the model writes the name, and + /// a model can write a name you never declared. That is a turn to answer, + /// not a crash. + Map _run(FunctionCallResponse call) => switch (call.name) { + 'multiply' => runMultiply(call.args), + _ => {'error': 'This app has no tool named "${call.name}".'}, + }; + + String _describeCall(FunctionCallResponse call) { + final args = call.args.entries + .map((e) => '${e.key}: ${e.value}') + .join(', '); + return '${call.name}($args)'; + } + + /// Frees the disk. Close the runtime first — the file is mapped while a + /// model is open, and deleting it underneath the engine is a crash waiting + /// to happen. + Future _removeModel() async { + try { + await _inference?.close(); + // Inside `setState`: dropping the chat has to repaint, or the screen + // keeps showing an enabled composer over a runtime that is gone. + if (mounted) { + setState(() { + _inference = null; + _chat = null; + }); + } + await FlutterGemma.uninstallModel(widget.model.fileName); + if (mounted) widget.onModelRemoved(); + } catch (error) { + // Deleting can fail too — a missing install record, a file the OS still + // holds. Show it the way a failed load is shown, and drop the chat with + // it: a `close()` that threw leaves `_chat` non-null, and "The model did + // not load." over a working composer is a lie. + if (mounted) { + setState(() { + _chat = null; + _loadError = error; + }); + } + } + } + + @override + void dispose() { + // Sessions and models hold native memory — always close them. `dispose` + // cannot await, so the future is dropped on purpose, and caught so a + // failing native teardown does not escape as an unhandled async error. + _inference?.close().catchError((Object _) {}); + _input.dispose(); + super.dispose(); + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final ready = _chat != null; + final error = _loadError; + + return Scaffold( + appBar: AppBar( + title: Text(widget.model.label), + bottom: PreferredSize( + preferredSize: const Size.fromHeight(20), + child: Padding( + padding: const EdgeInsets.only(bottom: 6), + child: Text( + '1 tool · ${multiplyTool.name}', + style: theme.textTheme.labelSmall, + ), + ), + ), + actions: [ + IconButton( + tooltip: 'Delete the downloaded model', + // Not while the model is still opening: deleting the file + // underneath an in-flight `getActiveModel()` is the crash the + // comment on `_removeModel` warns about. + onPressed: _busy || (!ready && error == null) ? null : _removeModel, + icon: const Icon(Icons.delete_outline), + ), + ], + ), + body: Column( + children: [ + if (error != null) + _LoadFailed(error: error, onRetry: _retryLoad) + else if (!ready) + const LinearProgressIndicator(), + Expanded( + child: ListView.builder( + padding: const EdgeInsets.all(16), + itemCount: _turns.length, + itemBuilder: (context, i) => _Bubble(turn: _turns[i]), + ), + ), + if (_notice case final notice?) + Padding( + padding: const EdgeInsets.fromLTRB(16, 0, 16, 8), + child: Text( + notice, + style: theme.textTheme.bodySmall?.copyWith( + color: theme.colorScheme.error, + ), + ), + ), + SafeArea( + child: Padding( + padding: const EdgeInsets.fromLTRB(12, 0, 12, 12), + child: Row( + children: [ + Expanded( + child: TextField( + controller: _input, + enabled: ready && !_busy, + onSubmitted: (_) => _send(), + decoration: InputDecoration( + hintText: ready + ? 'Try: what is 1234 times 5678?' + : error != null + ? 'No model loaded' + : 'Loading the model…', + border: const OutlineInputBorder(), + ), + ), + ), + const SizedBox(width: 8), + IconButton.filled( + onPressed: ready && !_busy ? _send : null, + icon: const Icon(Icons.send), + ), + ], + ), + ), + ), + ], + ), + ); + } +} + +/// Shown in place of the loading bar when the model could not be opened. +class _LoadFailed extends StatelessWidget { + const _LoadFailed({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Padding( + padding: const EdgeInsets.all(16), + child: Column( + children: [ + Text('The model did not load.\n$error', textAlign: TextAlign.center), + const SizedBox(height: 8), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ); + } +} + +class _Turn { + const _Turn(this.text, {required this.kind}); + + final String text; + final _TurnKind kind; +} + +/// One line of the transcript, drawn so the four kinds are told apart at a +/// glance. The two middle ones are the point of this screen. +class _Bubble extends StatelessWidget { + const _Bubble({required this.turn}); + + final _Turn turn; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final scheme = theme.colorScheme; + final (label, colour) = switch (turn.kind) { + _TurnKind.user => (null, scheme.primaryContainer), + _TurnKind.model => (null, scheme.surfaceContainerHighest), + _TurnKind.toolCall => ('the model asked for', scheme.tertiaryContainer), + _TurnKind.toolResult => ( + 'your function answered', + scheme.secondaryContainer, + ), + }; + final mono = + turn.kind == _TurnKind.toolCall || turn.kind == _TurnKind.toolResult; + + return Align( + alignment: turn.kind == _TurnKind.user + ? Alignment.centerRight + : Alignment.centerLeft, + child: Container( + margin: const EdgeInsets.symmetric(vertical: 4), + padding: const EdgeInsets.symmetric(horizontal: 14, vertical: 10), + constraints: const BoxConstraints(maxWidth: 520), + decoration: BoxDecoration( + color: colour, + borderRadius: BorderRadius.circular(12), + ), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + mainAxisSize: MainAxisSize.min, + children: [ + if (label != null) ...[ + Text(label, style: theme.textTheme.labelSmall), + const SizedBox(height: 4), + ], + SelectableText( + turn.text, + style: mono + ? theme.textTheme.bodyMedium?.copyWith( + fontFamily: 'monospace', + ) + : null, + ), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/download_page.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/download_page.dart new file mode 100644 index 000000000..0e0ebf030 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/download_page.dart @@ -0,0 +1,138 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; + +/// Installs the model file, reporting progress as it goes. +/// +/// Nothing here knows about tools: `installModel` takes the model's identity +/// (what it is) and `fromNetwork` takes the source (where the bytes are). A +/// function-calling model installs exactly like a text one — tools are a +/// property of the SESSION you open later, not of the file you download. +class DownloadPage extends StatefulWidget { + const DownloadPage({ + super.key, + required this.model, + required this.onInstalled, + }); + + final ModelChoice model; + + /// Called once the model is installed, so the app can move on. + final VoidCallback onInstalled; + + @override + State createState() => _DownloadPageState(); +} + +class _DownloadPageState extends State { + int _percent = 0; + bool _downloading = false; + Object? _error; + + Future _download() async { + setState(() { + _downloading = true; + _error = null; + }); + + try { + await FlutterGemma.installModel( + // What the model IS — used to pick the right chat template. + modelType: widget.model.modelType, + // Which runtime reads it. `.litertlm` routes to LiteRtLmEngine; + // the default is `task` (MediaPipe), so this line is load-bearing. + fileType: ModelFileType.litertlm, + ).fromNetwork(widget.model.url).withProgress((percent) { + if (mounted) setState(() => _percent = percent); + }).install(); + + if (mounted) widget.onInstalled(); + } catch (error) { + if (mounted) setState(() => _error = error); + } finally { + if (mounted) setState(() => _downloading = false); + } + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + + return Scaffold( + appBar: AppBar(title: const Text('Get the model')), + body: Center( + child: ConstrainedBox( + constraints: const BoxConstraints(maxWidth: 420), + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + crossAxisAlignment: CrossAxisAlignment.stretch, + children: [ + Text(widget.model.label, style: theme.textTheme.headlineSmall), + const SizedBox(height: 8), + Text( + '${widget.model.sizeLabel} — downloaded once, then it lives ' + 'on the device and runs with the network off.', + style: theme.textTheme.bodyMedium, + ), + const SizedBox(height: 24), + if (_downloading) ...[ + LinearProgressIndicator(value: _percent / 100), + const SizedBox(height: 8), + Text('$_percent%', textAlign: TextAlign.center), + ] else + FilledButton( + onPressed: _download, + child: const Text('Download model'), + ), + if (_error != null) ...[ + const SizedBox(height: 16), + _ErrorCard(error: _error!), + ], + ], + ), + ), + ), + ), + ); + } +} + +/// Says what failed, in the plugin's own words where it has any. +class _ErrorCard extends StatelessWidget { + const _ErrorCard({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + // The plugin reports a failed download as a typed `DownloadException` + // wrapping a sealed `DownloadError`, so match on the type rather than + // sniffing the message for a status code. + final (title, body) = switch (error) { + DownloadException(:final error) => ( + 'Download failed', + error.toUserMessage(), + ), + _ => ('Download failed', '$error'), + }; + + return Card( + color: theme.colorScheme.errorContainer, + child: Padding( + padding: const EdgeInsets.all(16), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + children: [ + Text(title, style: theme.textTheme.titleSmall), + const SizedBox(height: 8), + Text(body), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart new file mode 100644 index 000000000..67005a9c0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart @@ -0,0 +1,174 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; +import 'package:flutter_gemma_litertlm/flutter_gemma_litertlm.dart'; + +import 'chat_page.dart'; +import 'download_page.dart'; +import 'model.dart'; + +/// The model this step runs: 284 MB, and function calling is what it is for. +const _model = Models.functionGemma; + +Future main() async { + WidgetsFlutterBinding.ensureInitialized(); + + // Engines are fully opt-in: the core package registers none by itself. + // Without LiteRtLmEngine here, the first model call throws a StateError + // that tells you to add an engine package. + // + // No `huggingFaceToken:` — the repository this codelab installs from Step 2 + // on is ungated, so every `flutter run` is a plain `flutter run` with no + // `--dart-define`. (Step 1 is Getting Started's finished app unchanged, and + // it still runs that codelab's gated Gemma 3 1B.) + // + // Guarded, because every other failure in this app reaches the screen — the + // gate's error card, the chat's load error, the notice line — and this is the + // earliest one, so it is the one a learner meets first. Hot-restarting after + // adding a plugin throws `MissingPluginException` right here; unguarded, it + // never reaches `runApp` and the symptom is a blank window and a stack trace + // in a console nobody is looking at. + try { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + } catch (error) { + runApp(_StartupFailed(error: error)); + return; + } + + runApp(const FunctionCallingApp()); +} + +/// Shown in place of the app when `FlutterGemma.initialize` throws, so a +/// failure before the first frame is a sentence instead of a blank window. +class _StartupFailed extends StatelessWidget { + const _StartupFailed({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + home: Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Text( + 'flutter_gemma could not start.\n$error', + textAlign: TextAlign.center, + ), + ), + ), + ), + ); + } +} + +class FunctionCallingApp extends StatelessWidget { + const FunctionCallingApp({super.key}); + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + theme: ThemeData(colorSchemeSeed: Colors.indigo), + home: const ModelGate(model: _model), + ); + } +} + +/// Asks, on every cold start, whether the model is already installed. +/// +/// `install()` is idempotent, so the bytes are only ever fetched once. What a +/// drifted id costs you is this gate: it answers "no" forever, so the app +/// shows the download screen on every launch, the "download" there finishes +/// instantly, and you land straight back here. Delete the model with the chat's +/// delete button and relaunch to watch this branch flip back. +class ModelGate extends StatefulWidget { + const ModelGate({super.key, required this.model}); + + final ModelChoice model; + + @override + State createState() => _ModelGateState(); +} + +class _ModelGateState extends State { + late Future _installed = _check(); + + /// Installed is not the same as active. `getActiveModel` opens whichever + /// model was installed LAST, and this codelab's steps install two different + /// ones into a single application identity — so a run that finds the file + /// already here still has to say which model it means. `install()` is + /// idempotent: on a file already on disk it downloads nothing and just + /// records this model as the current one. + Future _check() async { + if (!await FlutterGemma.isModelInstalled(widget.model.fileName)) { + return false; + } + await FlutterGemma.installModel( + modelType: widget.model.modelType, + fileType: ModelFileType.litertlm, + ).fromNetwork(widget.model.url).install(); + return true; + } + + @override + Widget build(BuildContext context) { + return FutureBuilder( + future: _installed, + builder: (context, snapshot) { + if (snapshot.connectionState != ConnectionState.done) { + return const Scaffold( + body: Center(child: CircularProgressIndicator()), + ); + } + if (snapshot.hasError) { + // A FutureBuilder that ignores `hasError` renders the download + // screen as if nothing had gone wrong. Say what failed instead. + return _GateError( + error: snapshot.error!, + onRetry: () => setState(() => _installed = _check()), + ); + } + if (snapshot.data ?? false) { + return ChatPage( + model: widget.model, + onModelRemoved: () => setState(() => _installed = _check()), + ); + } + return DownloadPage( + model: widget.model, + onInstalled: () => setState(() => _installed = _check()), + ); + }, + ); + } +} + +/// Shown when the gate's own check fails, rather than falling through to the +/// download screen as if the answer had been "no". +class _GateError extends StatelessWidget { + const _GateError({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + children: [ + Text('$error', textAlign: TextAlign.center), + const SizedBox(height: 12), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/model.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/model.dart new file mode 100644 index 000000000..2cefb1425 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/model.dart @@ -0,0 +1,54 @@ +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// One model this app knows how to install. +/// +/// [fileName] doubles as the model's id: `FlutterGemma.isModelInstalled` takes +/// the file name the model was installed under, not a display name. +class ModelChoice { + const ModelChoice({ + required this.label, + required this.url, + required this.fileName, + required this.modelType, + required this.sizeLabel, + }); + + final String label; + final String url; + final String fileName; + + /// Which family's function-call format the SDK should read and write. + /// + /// This is not decoration. `ModelType.functionGemma` selects + /// `FunctionGemmaCallFormat`, which renders the tool declarations into a + /// developer turn and parses `call:name{…}` back out + /// again. Name a different family and the SDK writes a prompt these weights + /// were never trained on and looks for a call in a syntax they never emit — + /// so every turn comes back as plain text and nothing says why. + final ModelType modelType; + + final String sizeLabel; +} + +/// The one model this step ships. +/// +/// The repository is ungated, so nothing here needs a Hugging Face token and +/// no run needs `--dart-define`. +abstract final class Models { + /// A 270M model whose whole job is function calling. + /// + /// 284 MB — small enough to download while you read this page, and small + /// enough that it does very little else: ask it a general question and the + /// answer will be thin. That is the trade this step is making on purpose. + /// Calling a function is a narrow skill, and a model specialised for it can + /// be a fraction of the size of one that also has to hold a conversation. + static const functionGemma = ModelChoice( + label: 'FunctionGemma 270M', + url: + 'https://huggingface.co/sasha-denisov/function-gemma-270M-it/' + 'resolve/main/functiongemma-270M-it.litertlm', + fileName: 'functiongemma-270M-it.litertlm', + modelType: ModelType.functionGemma, + sizeLabel: '284 MB', + ); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/tools.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/tools.dart new file mode 100644 index 000000000..c37060c2e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/tools.dart @@ -0,0 +1,71 @@ +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// The one function this app lets the model ask for. +/// +/// A [Tool] is a DECLARATION and nothing else — a name, a description the +/// model reads, and a JSON Schema for the arguments. It holds no code and it +/// cannot run: the SDK renders this into the prompt and parses a call back +/// out, and running the call is the app's job. [runMultiply] below is the half +/// that actually computes something, and `chat_page.dart` is where the two are +/// wired together. +/// +/// Multiplication, because the answer is checkable. Ask a 270M model for +/// 1234 × 5678 and it will produce a confident number of about the right +/// length; ask it to call this instead and the number is exact, offline, and +/// you can verify it on a pocket calculator. A weather tool would demonstrate +/// the same mechanism and prove nothing about the answer. +const multiplyTool = Tool( + name: 'multiply', + // The model reads this. It is the only thing telling it WHEN to call — so + // "use this instead of working it out yourself" is instruction, not prose. + description: + 'Multiply two numbers and return the exact product. Use this for any ' + 'multiplication instead of working it out yourself.', + parameters: { + 'type': 'object', + 'properties': { + 'a': {'type': 'number', 'description': 'The first number.'}, + 'b': {'type': 'number', 'description': 'The second number.'}, + }, + 'required': ['a', 'b'], + }, +); + +/// Runs [multiplyTool] and returns the map the model will be shown. +/// +/// Everything this function returns becomes the model's only knowledge of what +/// happened, so the keys are part of the interface: `result` is what it will +/// read back to the user, and `error` is what it will apologise about. +Map runMultiply(Map args) { + final a = asNumber(args['a']); + final b = asNumber(args['b']); + if (a == null || b == null) { + // Returned, not thrown. A model wrote these arguments and a model can + // write nonsense; an error map is a turn it can read and correct on the + // next one, while an exception ends the conversation and takes the + // committed call with it. + return { + 'error': + 'multiply needs two numbers. Got a=${args['a']}, b=${args['b']}.', + }; + } + final product = a * b; + // `12 * 13` arriving as doubles comes back as `156.0`, and the model has to + // read that number out loud. Say 156. + return { + 'result': product is double && product == product.truncateToDouble() + ? product.toInt() + : product, + }; +} + +/// Arguments arrive as whatever JSON the model produced. +/// +/// It is trained to emit tool-call arguments as strings, so `"12"` is the +/// common case and `12` or `12.0` are the others. All three are the same +/// number and the app should not care which one it got. +num? asNumber(Object? value) => switch (value) { + final num n => n, + final String s => num.tryParse(s.trim()), + _ => null, +}; diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/.gitignore b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/.gitignore new file mode 100644 index 000000000..d3896c984 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/.gitignore @@ -0,0 +1 @@ +flutter/ephemeral diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/CMakeLists.txt new file mode 100644 index 000000000..f21ac7bae --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/CMakeLists.txt @@ -0,0 +1,128 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") +# The unique GTK application identifier for this application. See: +# https://wiki.gnome.org/HowDoI/ChooseApplicationID +set(APPLICATION_ID "dev.fluttergemma.functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(SET CMP0063 NEW) + +# Load bundled libraries from the lib/ directory relative to the binary. +set(CMAKE_INSTALL_RPATH "$ORIGIN/lib") + +# Root filesystem for cross-building. +if(FLUTTER_TARGET_PLATFORM_SYSROOT) + set(CMAKE_SYSROOT ${FLUTTER_TARGET_PLATFORM_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH ${CMAKE_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH_MODE_PROGRAM NEVER) + set(CMAKE_FIND_ROOT_PATH_MODE_PACKAGE ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_LIBRARY ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_INCLUDE ONLY) +endif() + +# Define build configuration options. +if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") +endif() + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_14) + target_compile_options(${TARGET} PRIVATE -Wall -Werror) + target_compile_options(${TARGET} PRIVATE "$<$>:-O3>") + target_compile_definitions(${TARGET} PRIVATE "$<$>:NDEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) + +# Only the install-generated bundle's copy of the executable will launch +# correctly, since the resources must in the right relative locations. To avoid +# people trying to run the unbundled copy, put it in a subdirectory instead of +# the default top-level location. +set_target_properties(${BINARY_NAME} + PROPERTIES + RUNTIME_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/intermediates_do_not_run" +) + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# By default, "installing" just makes a relocatable bundle in the build +# directory. +set(BUILD_BUNDLE_DIR "${PROJECT_BINARY_DIR}/bundle") +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +# Start with a clean build bundle directory every time. +install(CODE " + file(REMOVE_RECURSE \"${BUILD_BUNDLE_DIR}/\") + " COMPONENT Runtime) + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}/lib") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +foreach(bundled_library ${PLUGIN_BUNDLED_LIBRARIES}) + install(FILES "${bundled_library}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endforeach(bundled_library) + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/linux/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +if(NOT CMAKE_BUILD_TYPE MATCHES "Debug") + install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/CMakeLists.txt new file mode 100644 index 000000000..d5bd01648 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/CMakeLists.txt @@ -0,0 +1,88 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.10) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. + +# Serves the same purpose as list(TRANSFORM ... PREPEND ...), +# which isn't available in 3.10. +function(list_prepend LIST_NAME PREFIX) + set(NEW_LIST "") + foreach(element ${${LIST_NAME}}) + list(APPEND NEW_LIST "${PREFIX}${element}") + endforeach(element) + set(${LIST_NAME} "${NEW_LIST}" PARENT_SCOPE) +endfunction() + +# === Flutter Library === +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) +pkg_check_modules(GLIB REQUIRED IMPORTED_TARGET glib-2.0) +pkg_check_modules(GIO REQUIRED IMPORTED_TARGET gio-2.0) + +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/libflutter_linux_gtk.so") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/lib/libapp.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "fl_basic_message_channel.h" + "fl_binary_codec.h" + "fl_binary_messenger.h" + "fl_dart_project.h" + "fl_engine.h" + "fl_json_message_codec.h" + "fl_json_method_codec.h" + "fl_message_codec.h" + "fl_method_call.h" + "fl_method_channel.h" + "fl_method_codec.h" + "fl_method_response.h" + "fl_plugin_registrar.h" + "fl_plugin_registry.h" + "fl_standard_message_codec.h" + "fl_standard_method_codec.h" + "fl_string_codec.h" + "fl_value.h" + "fl_view.h" + "flutter_linux.h" +) +list_prepend(FLUTTER_LIBRARY_HEADERS "${EPHEMERAL_DIR}/flutter_linux/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}") +target_link_libraries(flutter INTERFACE + PkgConfig::GTK + PkgConfig::GLIB + PkgConfig::GIO +) +add_dependencies(flutter flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CMAKE_CURRENT_BINARY_DIR}/_phony_ + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.sh" + ${FLUTTER_TARGET_PLATFORM} ${CMAKE_BUILD_TYPE} + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} +) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..198e9645a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugin_registrant.cc @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include + +void fl_register_plugins(FlPluginRegistry* registry) { + g_autoptr(FlPluginRegistrar) flutter_gemma_registrar = + fl_plugin_registry_get_registrar_for_plugin(registry, "FlutterGemmaPlugin"); + flutter_gemma_plugin_register_with_registrar(flutter_gemma_registrar); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..e0f0a47bc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void fl_register_plugins(FlPluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugins.cmake new file mode 100644 index 000000000..3b0705d0f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/flutter/generated_plugins.cmake @@ -0,0 +1,25 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/linux plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/linux plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/CMakeLists.txt new file mode 100644 index 000000000..e97dabc70 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/CMakeLists.txt @@ -0,0 +1,26 @@ +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} + "main.cc" + "my_application.cc" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the application ID. +add_definitions(-DAPPLICATION_ID="${APPLICATION_ID}") + +# Add dependency libraries. Add any application-specific dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter) +target_link_libraries(${BINARY_NAME} PRIVATE PkgConfig::GTK) + +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/main.cc b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/main.cc new file mode 100644 index 000000000..e7c5c5437 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/main.cc @@ -0,0 +1,6 @@ +#include "my_application.h" + +int main(int argc, char** argv) { + g_autoptr(MyApplication) app = my_application_new(); + return g_application_run(G_APPLICATION(app), argc, argv); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/my_application.cc b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/my_application.cc new file mode 100644 index 000000000..917c019cf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/my_application.cc @@ -0,0 +1,148 @@ +#include "my_application.h" + +#include +#ifdef GDK_WINDOWING_X11 +#include +#endif + +#include "flutter/generated_plugin_registrant.h" + +struct _MyApplication { + GtkApplication parent_instance; + char** dart_entrypoint_arguments; +}; + +G_DEFINE_TYPE(MyApplication, my_application, GTK_TYPE_APPLICATION) + +// Called when first Flutter frame received. +static void first_frame_cb(MyApplication* self, FlView* view) { + gtk_widget_show(gtk_widget_get_toplevel(GTK_WIDGET(view))); +} + +// Implements GApplication::activate. +static void my_application_activate(GApplication* application) { + MyApplication* self = MY_APPLICATION(application); + GtkWindow* window = + GTK_WINDOW(gtk_application_window_new(GTK_APPLICATION(application))); + + // Use a header bar when running in GNOME as this is the common style used + // by applications and is the setup most users will be using (e.g. Ubuntu + // desktop). + // If running on X and not using GNOME then just use a traditional title bar + // in case the window manager does more exotic layout, e.g. tiling. + // If running on Wayland assume the header bar will work (may need changing + // if future cases occur). + gboolean use_header_bar = TRUE; +#ifdef GDK_WINDOWING_X11 + GdkScreen* screen = gtk_window_get_screen(window); + if (GDK_IS_X11_SCREEN(screen)) { + const gchar* wm_name = gdk_x11_screen_get_window_manager_name(screen); + if (g_strcmp0(wm_name, "GNOME Shell") != 0) { + use_header_bar = FALSE; + } + } +#endif + if (use_header_bar) { + GtkHeaderBar* header_bar = GTK_HEADER_BAR(gtk_header_bar_new()); + gtk_widget_show(GTK_WIDGET(header_bar)); + gtk_header_bar_set_title(header_bar, "Gemma Function Calling"); + gtk_header_bar_set_show_close_button(header_bar, TRUE); + gtk_window_set_titlebar(window, GTK_WIDGET(header_bar)); + } else { + gtk_window_set_title(window, "Gemma Function Calling"); + } + + gtk_window_set_default_size(window, 1280, 720); + + g_autoptr(FlDartProject) project = fl_dart_project_new(); + fl_dart_project_set_dart_entrypoint_arguments( + project, self->dart_entrypoint_arguments); + + FlView* view = fl_view_new(project); + GdkRGBA background_color; + // Background defaults to black, override it here if necessary, e.g. #00000000 + // for transparent. + gdk_rgba_parse(&background_color, "#000000"); + fl_view_set_background_color(view, &background_color); + gtk_widget_show(GTK_WIDGET(view)); + gtk_container_add(GTK_CONTAINER(window), GTK_WIDGET(view)); + + // Show the window when Flutter renders. + // Requires the view to be realized so we can start rendering. + g_signal_connect_swapped(view, "first-frame", G_CALLBACK(first_frame_cb), + self); + gtk_widget_realize(GTK_WIDGET(view)); + + fl_register_plugins(FL_PLUGIN_REGISTRY(view)); + + gtk_widget_grab_focus(GTK_WIDGET(view)); +} + +// Implements GApplication::local_command_line. +static gboolean my_application_local_command_line(GApplication* application, + gchar*** arguments, + int* exit_status) { + MyApplication* self = MY_APPLICATION(application); + // Strip out the first argument as it is the binary name. + self->dart_entrypoint_arguments = g_strdupv(*arguments + 1); + + g_autoptr(GError) error = nullptr; + if (!g_application_register(application, nullptr, &error)) { + g_warning("Failed to register: %s", error->message); + *exit_status = 1; + return TRUE; + } + + g_application_activate(application); + *exit_status = 0; + + return TRUE; +} + +// Implements GApplication::startup. +static void my_application_startup(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application startup. + + G_APPLICATION_CLASS(my_application_parent_class)->startup(application); +} + +// Implements GApplication::shutdown. +static void my_application_shutdown(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application shutdown. + + G_APPLICATION_CLASS(my_application_parent_class)->shutdown(application); +} + +// Implements GObject::dispose. +static void my_application_dispose(GObject* object) { + MyApplication* self = MY_APPLICATION(object); + g_clear_pointer(&self->dart_entrypoint_arguments, g_strfreev); + G_OBJECT_CLASS(my_application_parent_class)->dispose(object); +} + +static void my_application_class_init(MyApplicationClass* klass) { + G_APPLICATION_CLASS(klass)->activate = my_application_activate; + G_APPLICATION_CLASS(klass)->local_command_line = + my_application_local_command_line; + G_APPLICATION_CLASS(klass)->startup = my_application_startup; + G_APPLICATION_CLASS(klass)->shutdown = my_application_shutdown; + G_OBJECT_CLASS(klass)->dispose = my_application_dispose; +} + +static void my_application_init(MyApplication* self) {} + +MyApplication* my_application_new() { + // Set the program name to the application ID, which helps various systems + // like GTK and desktop environments map this running application to its + // corresponding .desktop file. This ensures better integration by allowing + // the application to be recognized beyond its binary name. + g_set_prgname(APPLICATION_ID); + + return MY_APPLICATION(g_object_new(my_application_get_type(), + "application-id", APPLICATION_ID, "flags", + G_APPLICATION_NON_UNIQUE, nullptr)); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/my_application.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/my_application.h new file mode 100644 index 000000000..db16367a7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/linux/runner/my_application.h @@ -0,0 +1,21 @@ +#ifndef FLUTTER_MY_APPLICATION_H_ +#define FLUTTER_MY_APPLICATION_H_ + +#include + +G_DECLARE_FINAL_TYPE(MyApplication, + my_application, + MY, + APPLICATION, + GtkApplication) + +/** + * my_application_new: + * + * Creates a new Flutter-based application. + * + * Returns: a new #MyApplication. + */ +MyApplication* my_application_new(); + +#endif // FLUTTER_MY_APPLICATION_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/.gitignore b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/.gitignore new file mode 100644 index 000000000..746adbb6b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/.gitignore @@ -0,0 +1,7 @@ +# Flutter-related +**/Flutter/ephemeral/ +**/Pods/ + +# Xcode-related +**/dgph +**/xcuserdata/ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/Flutter-Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/Flutter-Debug.xcconfig new file mode 100644 index 000000000..4b81f9b2d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/Flutter-Debug.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/Flutter-Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/Flutter-Release.xcconfig new file mode 100644 index 000000000..5caa9d157 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/Flutter-Release.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/GeneratedPluginRegistrant.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/GeneratedPluginRegistrant.swift new file mode 100644 index 000000000..0be86a9b4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Flutter/GeneratedPluginRegistrant.swift @@ -0,0 +1,18 @@ +// +// Generated file. Do not edit. +// + +import FlutterMacOS +import Foundation + +import connectivity_plus +import flutter_gemma +import large_file_handler +import shared_preferences_foundation + +func RegisterGeneratedPlugins(registry: FlutterPluginRegistry) { + ConnectivityPlusPlugin.register(with: registry.registrar(forPlugin: "ConnectivityPlusPlugin")) + FlutterGemmaPlugin.register(with: registry.registrar(forPlugin: "FlutterGemmaPlugin")) + LargeFileHandlerPlugin.register(with: registry.registrar(forPlugin: "LargeFileHandlerPlugin")) + SharedPreferencesPlugin.register(with: registry.registrar(forPlugin: "SharedPreferencesPlugin")) +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Podfile b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Podfile new file mode 100644 index 000000000..32aafe8bf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Podfile @@ -0,0 +1,98 @@ +platform :osx, '12.0' + +# CocoaPods analytics sends network stats synchronously affecting flutter build latency. +ENV['COCOAPODS_DISABLE_STATS'] = 'true' + +project 'Runner', { + 'Debug' => :debug, + 'Profile' => :release, + 'Release' => :release, +} + +def flutter_root + generated_xcode_build_settings_path = File.expand_path(File.join('..', 'Flutter', 'ephemeral', 'Flutter-Generated.xcconfig'), __FILE__) + unless File.exist?(generated_xcode_build_settings_path) + raise "#{generated_xcode_build_settings_path} must exist. If you're running pod install manually, make sure \"flutter pub get\" is executed first" + end + + File.foreach(generated_xcode_build_settings_path) do |line| + matches = line.match(/FLUTTER_ROOT\=(.*)/) + return matches[1].strip if matches + end + raise "FLUTTER_ROOT not found in #{generated_xcode_build_settings_path}. Try deleting Flutter-Generated.xcconfig, then run \"flutter pub get\"" +end + +require File.expand_path(File.join('packages', 'flutter_tools', 'bin', 'podhelper'), flutter_root) + +flutter_macos_podfile_setup + +target 'Runner' do + use_frameworks! + + flutter_install_all_macos_pods File.dirname(File.realpath(__FILE__)) + target 'RunnerTests' do + inherit! :search_paths + end +end +post_install do |installer| + installer.pods_project.targets.each do |target| + flutter_additional_macos_build_settings(target) + end + + # flutter_gemma: stage the upstream Apple companion dylibs into the built + # .app. `hook/build.dart` deliberately skips them from Native Assets on macOS + # (#247 — Google ships them without `-Wl,-headerpad_max_install_names`, so the + # JIT bundling path cannot rewrite their install_name), which leaves this + # build phase to stage them. + # + # The phase only LOCATES and RUNS a script; the staging logic itself lives in + # flutter_gemma_litertlm and is delivered next to the dylibs it stages. That + # is deliberate: this block is frozen into your Xcode project, and a copy of + # the logic frozen there cannot be fixed by upgrading the package. + installer.aggregate_targets.each do |aggregate_target| + aggregate_target.user_targets.each do |user_target| + phase_name = '[flutter_gemma] Setup LiteRT-LM macOS' + + # Only the app target embeds the Frameworks/ this phase patches. + # RunnerTests inherits Runner's framework search paths and has no + # Contents/Frameworks of its own — having the phase there creates a + # cross-target dependency on Runner's framework output that Xcode reports + # as "Cycle inside Flutter Assemble" (#300). Remove any stale copy from + # non-app targets and skip them. + unless user_target.name == 'Runner' + user_target.build_phases + .select { |p| p.respond_to?(:name) && p.name == phase_name } + .each { |p| user_target.build_phases.delete(p) } + next + end + + existing = user_target.shell_script_build_phases.find { |p| p.name == phase_name } + phase = existing || user_target.new_shell_script_build_phase(phase_name) + # The embedded LiteRtLm binary is an INPUT so the phase re-runs whenever + # Flutter's always-out-of-date `embed` phase re-copies the raw, unpatched + # binary over the patched one. Without it Xcode caches the phase after the + # first build and the second incremental build ships an unpatched + # LiteRtLm that fails dlopen at runtime (#368). + phase.input_paths = [ + '$(BUILT_PRODUCTS_DIR)/$(PRODUCT_NAME).app/Contents/Frameworks/LiteRtLm.framework/Versions/A/LiteRtLm', + ] + # A declared output lets Xcode order the phase in its dependency graph + # instead of treating it as "runs every build with no outputs" — the other + # half of the cycle warning (#300). 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a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist new file mode 100644 index 000000000..18d981003 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist @@ -0,0 +1,8 @@ + + + + + IDEDidComputeMac32BitWarning + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/AppDelegate.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/AppDelegate.swift new file mode 100644 index 000000000..b3c176141 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/AppDelegate.swift @@ -0,0 +1,13 @@ +import Cocoa +import FlutterMacOS + +@main +class AppDelegate: FlutterAppDelegate { + override func applicationShouldTerminateAfterLastWindowClosed(_ sender: NSApplication) -> Bool { + return true + } + + override func applicationSupportsSecureRestorableState(_ app: NSApplication) -> Bool { + return true + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json new file mode 100644 index 000000000..a2ec33f19 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json @@ -0,0 +1,68 @@ +{ + "images" : [ + { + "size" : "16x16", + "idiom" : "mac", + "filename" : "app_icon_16.png", + "scale" : "1x" + }, + { + "size" : "16x16", + "idiom" : "mac", + "filename" : "app_icon_32.png", + "scale" : "2x" + }, + { + "size" : "32x32", + "idiom" : "mac", + "filename" : "app_icon_32.png", + "scale" : "1x" + }, + { + "size" : 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/AppInfo.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/AppInfo.xcconfig new file mode 100644 index 000000000..0fcdf0410 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/AppInfo.xcconfig @@ -0,0 +1,14 @@ +// Application-level settings for the Runner target. +// +// This may be replaced with something auto-generated from metadata (e.g., pubspec.yaml) in the +// future. If not, the values below would default to using the project name when this becomes a +// 'flutter create' template. + +// The application's name. By default this is also the title of the Flutter window. +PRODUCT_NAME = Gemma Function Calling + +// The application's bundle identifier +PRODUCT_BUNDLE_IDENTIFIER = dev.fluttergemma.functioncalling + +// The copyright displayed in application information +PRODUCT_COPYRIGHT = Copyright © 2026 dev.fluttergemma. All rights reserved. diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Debug.xcconfig new file mode 100644 index 000000000..36b0fd946 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Debug.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Debug.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Release.xcconfig new file mode 100644 index 000000000..dff4f4956 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Release.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Release.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Warnings.xcconfig b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Warnings.xcconfig new file mode 100644 index 000000000..42bcbf478 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Configs/Warnings.xcconfig @@ -0,0 +1,13 @@ +WARNING_CFLAGS = -Wall -Wconditional-uninitialized -Wnullable-to-nonnull-conversion -Wmissing-method-return-type -Woverlength-strings +GCC_WARN_UNDECLARED_SELECTOR = YES +CLANG_UNDEFINED_BEHAVIOR_SANITIZER_NULLABILITY = YES +CLANG_WARN_UNGUARDED_AVAILABILITY = YES_AGGRESSIVE +CLANG_WARN__DUPLICATE_METHOD_MATCH = YES +CLANG_WARN_PRAGMA_PACK = YES +CLANG_WARN_STRICT_PROTOTYPES = YES +CLANG_WARN_COMMA = YES +GCC_WARN_STRICT_SELECTOR_MATCH = YES +CLANG_WARN_OBJC_REPEATED_USE_OF_WEAK = YES +CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES +GCC_WARN_SHADOW = YES +CLANG_WARN_UNREACHABLE_CODE = YES diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/DebugProfile.entitlements b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/DebugProfile.entitlements new file mode 100644 index 000000000..8eb23d1c4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/DebugProfile.entitlements @@ -0,0 +1,16 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.allow-jit + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + com.apple.security.network.server + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Info.plist new file mode 100644 index 000000000..4789daa6a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Info.plist @@ -0,0 +1,32 @@ + + + + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIconFile + + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + $(PRODUCT_NAME) + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSMinimumSystemVersion + $(MACOSX_DEPLOYMENT_TARGET) + NSHumanReadableCopyright + $(PRODUCT_COPYRIGHT) + NSMainNibFile + MainMenu + NSPrincipalClass + NSApplication + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/MainFlutterWindow.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/MainFlutterWindow.swift new file mode 100644 index 000000000..3cc05eb23 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/MainFlutterWindow.swift @@ -0,0 +1,15 @@ +import Cocoa +import FlutterMacOS + +class MainFlutterWindow: NSWindow { + override func awakeFromNib() { + let flutterViewController = FlutterViewController() + let windowFrame = self.frame + self.contentViewController = flutterViewController + self.setFrame(windowFrame, display: true) + + RegisterGeneratedPlugins(registry: flutterViewController) + + super.awakeFromNib() + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Release.entitlements b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Release.entitlements new file mode 100644 index 000000000..d7c971d31 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/Runner/Release.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..61f3bd1fc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/macos/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Cocoa +import FlutterMacOS +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/pubspec.yaml b/codelabs/function-calling-flutter-gemma/step_02_one_tool/pubspec.yaml new file mode 100644 index 000000000..324dd18bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/pubspec.yaml @@ -0,0 +1,97 @@ +name: gemma_quickstart +description: "A new Flutter project." +# The following line prevents the package from being accidentally published to +# pub.dev using `flutter pub publish`. This is preferred for private packages. +publish_to: 'none' # Remove this line if you wish to publish to pub.dev + +# The following defines the version and build number for your application. +# A version number is three numbers separated by dots, like 1.2.43 +# followed by an optional build number separated by a +. +# Both the version and the builder number may be overridden in flutter +# build by specifying --build-name and --build-number, respectively. +# In Android, build-name is used as versionName while build-number used as versionCode. +# Read more about Android versioning at https://developer.android.com/studio/publish/versioning +# In iOS, build-name is used as CFBundleShortVersionString while build-number is used as CFBundleVersion. +# Read more about iOS versioning at +# https://developer.apple.com/library/archive/documentation/General/Reference/InfoPlistKeyReference/Articles/CoreFoundationKeys.html +# In Windows, build-name is used as the major, minor, and patch parts +# of the product and file versions while build-number is used as the build suffix. +version: 1.0.0+1 + +environment: + sdk: ^3.12.0 + +# Dependencies specify other packages that your package needs in order to work. +# To automatically upgrade your package dependencies to the latest versions +# consider running `flutter pub upgrade --major-versions`. Alternatively, +# dependencies can be manually updated by changing the version numbers below to +# the latest version available on pub.dev. To see which dependencies have newer +# versions available, run `flutter pub outdated`. +dependencies: + flutter: + sdk: flutter + + # The following adds the Cupertino Icons font to your application. + # Use with the CupertinoIcons class for iOS style icons. + cupertino_icons: ^1.0.8 + + # The engine-agnostic core: registry, install/runtime API, chat. + flutter_gemma: ^1.7.1 + # The .litertlm inference engine. Engines are opt-in — core + # registers none, so this package must be added explicitly. + flutter_gemma_litertlm: ^1.6.2 + +dev_dependencies: + flutter_test: + sdk: flutter + integration_test: + sdk: flutter + + # The "flutter_lints" package below contains a set of recommended lints to + # encourage good coding practices. The lint set provided by the package is + # activated in the `analysis_options.yaml` file located at the root of your + # package. See that file for information about deactivating specific lint + # rules and activating additional ones. + flutter_lints: ^6.0.0 + +# For information on the generic Dart part of this file, see the +# following page: https://dart.dev/tools/pub/pubspec + +# The following section is specific to Flutter packages. +flutter: + + # The following line ensures that the Material Icons font is + # included with your application, so that you can use the icons in + # the material Icons class. + uses-material-design: true + + # To add assets to your application, add an assets section, like this: + # assets: + # - images/a_dot_burr.jpeg + # - images/a_dot_ham.jpeg + + # An image asset can refer to one or more resolution-specific "variants", see + # https://flutter.dev/to/resolution-aware-images + + # For details regarding adding assets from package dependencies, see + # https://flutter.dev/to/asset-from-package + + # To add custom fonts to your application, add a fonts section here, + # in this "flutter" section. Each entry in this list should have a + # "family" key with the font family name, and a "fonts" key with a + # list giving the asset and other descriptors for the font. For + # example: + # fonts: + # - family: Schyler + # fonts: + # - asset: fonts/Schyler-Regular.ttf + # - asset: fonts/Schyler-Italic.ttf + # style: italic + # - family: Trajan Pro + # fonts: + # - asset: fonts/TrajanPro.ttf + # - asset: fonts/TrajanPro_Bold.ttf + # weight: 700 + # + # For details regarding fonts from package dependencies, + # see https://flutter.dev/to/font-from-package diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/test/widget_test.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/test/widget_test.dart new file mode 100644 index 000000000..5ef21261c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/test/widget_test.dart @@ -0,0 +1,68 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_test/flutter_test.dart'; +import 'package:gemma_quickstart/download_page.dart'; +import 'package:gemma_quickstart/model.dart'; +import 'package:gemma_quickstart/tools.dart'; + +void main() { + // `isModelInstalled` is keyed by file name. `install()` skips bytes it + // already has, so a name that drifts from its URL does not re-download — it + // strands the app on a download screen the gate is never satisfied by. + test('the model id matches the last segment of its URL', () { + const model = Models.functionGemma; + expect(model.fileName, model.url.split('/').last, reason: model.label); + }); + + // The declaration is the model's only description of the function, so its + // shape is part of the app's behaviour and not a comment. A renamed + // parameter here is a call the app cannot answer. + test('the tool declares the two arguments the runner reads', () { + expect(multiplyTool.name, 'multiply'); + final properties = + multiplyTool.parameters['properties'] as Map; + expect(properties.keys, containsAll(['a', 'b'])); + expect(multiplyTool.parameters['required'], ['a', 'b']); + }); + + group('runMultiply answers whatever the model wrote', () { + // The model is trained to emit arguments as strings, so this is the + // ordinary case, not the exotic one. + test('strings', () { + expect(runMultiply({'a': '1234', 'b': '5678'}), {'result': 7006652}); + }); + + test('numbers', () { + expect(runMultiply({'a': 12, 'b': 13}), {'result': 156}); + }); + + // An integer product that arrives as doubles must not be read back to the + // user as "156.0". + test('doubles that are whole numbers come back whole', () { + expect(runMultiply({'a': 12.0, 'b': 13.0}), {'result': 156}); + }); + + test('a genuine fraction stays one', () { + expect(runMultiply({'a': 0.5, 'b': 3}), {'result': 1.5}); + }); + + // Returned, not thrown: the model has to be able to read this and try + // again, and an exception would end the turn instead. + test('nonsense is an error map, not an exception', () { + final answer = runMultiply({'a': 'twelve', 'b': 13}); + expect(answer.containsKey('error'), isTrue); + expect(answer.containsKey('result'), isFalse); + }); + }); + + testWidgets('the download screen offers the model before any plugin call', ( + tester, + ) async { + await tester.pumpWidget( + MaterialApp( + home: DownloadPage(model: Models.functionGemma, onInstalled: () {}), + ), + ); + expect(find.text('FunctionGemma 270M'), findsOneWidget); + expect(find.text('Download model'), findsOneWidget); + }); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/web/favicon.png b/codelabs/function-calling-flutter-gemma/step_02_one_tool/web/favicon.png new file mode 100644 index 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".", + "display": "standalone", + "background_color": "#0175C2", + "theme_color": "#0175C2", + "description": "A new Flutter project.", + "orientation": "portrait-primary", + "prefer_related_applications": false, + "icons": [ + { + "src": "icons/Icon-192.png", + "sizes": "192x192", + "type": "image/png" + }, + { + "src": "icons/Icon-512.png", + "sizes": "512x512", + "type": "image/png" + }, + { + "src": "icons/Icon-maskable-192.png", + "sizes": "192x192", + "type": "image/png", + "purpose": "maskable" + }, + { + "src": "icons/Icon-maskable-512.png", + "sizes": "512x512", + "type": "image/png", + "purpose": "maskable" + } + ] +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/.gitignore b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/.gitignore new file mode 100644 index 000000000..d492d0d98 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/.gitignore @@ -0,0 +1,17 @@ +flutter/ephemeral/ + +# Visual Studio user-specific files. +*.suo +*.user +*.userosscache +*.sln.docstates + +# Visual Studio build-related files. +x64/ +x86/ + +# Visual Studio cache files +# files ending in .cache can be ignored +*.[Cc]ache +# but keep track of directories ending in .cache +!*.[Cc]ache/ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/CMakeLists.txt new file mode 100644 index 000000000..ed760319f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/CMakeLists.txt @@ -0,0 +1,108 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.14) +project(functioncalling LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(VERSION 3.14...3.25) + +# Define build configuration option. +get_property(IS_MULTICONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) +if(IS_MULTICONFIG) + set(CMAKE_CONFIGURATION_TYPES "Debug;Profile;Release" + CACHE STRING "" FORCE) +else() + if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") + endif() +endif() +# Define settings for the Profile build mode. +set(CMAKE_EXE_LINKER_FLAGS_PROFILE "${CMAKE_EXE_LINKER_FLAGS_RELEASE}") +set(CMAKE_SHARED_LINKER_FLAGS_PROFILE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE}") +set(CMAKE_C_FLAGS_PROFILE "${CMAKE_C_FLAGS_RELEASE}") +set(CMAKE_CXX_FLAGS_PROFILE "${CMAKE_CXX_FLAGS_RELEASE}") + +# Use Unicode for all projects. +add_definitions(-DUNICODE -D_UNICODE) + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_17) + target_compile_options(${TARGET} PRIVATE /W4 /WX /wd"4100") + target_compile_options(${TARGET} PRIVATE /EHsc) + target_compile_definitions(${TARGET} PRIVATE "_HAS_EXCEPTIONS=0") + target_compile_definitions(${TARGET} PRIVATE "$<$:_DEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# Support files are copied into place next to the executable, so that it can +# run in place. This is done instead of making a separate bundle (as on Linux) +# so that building and running from within Visual Studio will work. +set(BUILD_BUNDLE_DIR "$") +# Make the "install" step default, as it's required to run. +set(CMAKE_VS_INCLUDE_INSTALL_TO_DEFAULT_BUILD 1) +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +if(PLUGIN_BUNDLED_LIBRARIES) + install(FILES "${PLUGIN_BUNDLED_LIBRARIES}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/windows/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + CONFIGURATIONS Profile;Release + COMPONENT Runtime) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/CMakeLists.txt new file mode 100644 index 000000000..903f4899d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/CMakeLists.txt @@ -0,0 +1,109 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.14) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. +set(WRAPPER_ROOT "${EPHEMERAL_DIR}/cpp_client_wrapper") + +# Set fallback configurations for older versions of the flutter tool. +if (NOT DEFINED FLUTTER_TARGET_PLATFORM) + set(FLUTTER_TARGET_PLATFORM "windows-x64") +endif() + +# === Flutter Library === +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/flutter_windows.dll") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/windows/app.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "flutter_export.h" + "flutter_windows.h" + "flutter_messenger.h" + "flutter_plugin_registrar.h" + "flutter_texture_registrar.h" +) +list(TRANSFORM FLUTTER_LIBRARY_HEADERS PREPEND "${EPHEMERAL_DIR}/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}.lib") +add_dependencies(flutter flutter_assemble) + +# === Wrapper === +list(APPEND CPP_WRAPPER_SOURCES_CORE + "core_implementations.cc" + "standard_codec.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_CORE PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_PLUGIN + "plugin_registrar.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_PLUGIN PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_APP + "flutter_engine.cc" + "flutter_view_controller.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_APP PREPEND "${WRAPPER_ROOT}/") + +# Wrapper sources needed for a plugin. +add_library(flutter_wrapper_plugin STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} +) +apply_standard_settings(flutter_wrapper_plugin) +set_target_properties(flutter_wrapper_plugin PROPERTIES + POSITION_INDEPENDENT_CODE ON) +set_target_properties(flutter_wrapper_plugin PROPERTIES + CXX_VISIBILITY_PRESET hidden) +target_link_libraries(flutter_wrapper_plugin PUBLIC flutter) +target_include_directories(flutter_wrapper_plugin PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_plugin flutter_assemble) + +# Wrapper sources needed for the runner. +add_library(flutter_wrapper_app STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_APP} +) +apply_standard_settings(flutter_wrapper_app) +target_link_libraries(flutter_wrapper_app PUBLIC flutter) +target_include_directories(flutter_wrapper_app PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_app flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +set(PHONY_OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/_phony_") +set_source_files_properties("${PHONY_OUTPUT}" PROPERTIES SYMBOLIC TRUE) +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} + ${PHONY_OUTPUT} + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.bat" + ${FLUTTER_TARGET_PLATFORM} $ + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} +) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..38c2332a8 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugin_registrant.cc @@ -0,0 +1,17 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include +#include + +void RegisterPlugins(flutter::PluginRegistry* registry) { + ConnectivityPlusWindowsPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("ConnectivityPlusWindowsPlugin")); + FlutterGemmaPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("FlutterGemmaPlugin")); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..dc139d85a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void RegisterPlugins(flutter::PluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugins.cmake new file mode 100644 index 000000000..8dcbac209 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/flutter/generated_plugins.cmake @@ -0,0 +1,26 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + connectivity_plus + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/windows plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/windows plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/CMakeLists.txt new file mode 100644 index 000000000..394917c05 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/CMakeLists.txt @@ -0,0 +1,40 @@ +cmake_minimum_required(VERSION 3.14) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} WIN32 + "flutter_window.cpp" + "main.cpp" + "utils.cpp" + "win32_window.cpp" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" + "Runner.rc" + "runner.exe.manifest" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the build version. +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION=\"${FLUTTER_VERSION}\"") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MAJOR=${FLUTTER_VERSION_MAJOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MINOR=${FLUTTER_VERSION_MINOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_PATCH=${FLUTTER_VERSION_PATCH}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_BUILD=${FLUTTER_VERSION_BUILD}") + +# Disable Windows macros that collide with C++ standard library functions. +target_compile_definitions(${BINARY_NAME} PRIVATE "NOMINMAX") + +# Add dependency libraries and include directories. Add any application-specific +# dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter flutter_wrapper_app) +target_link_libraries(${BINARY_NAME} PRIVATE "dwmapi.lib") +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/Runner.rc b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/Runner.rc new file mode 100644 index 000000000..967d1c9d1 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/Runner.rc @@ -0,0 +1,121 @@ +// Microsoft Visual C++ generated resource script. +// +#pragma code_page(65001) +#include "resource.h" + +#define APSTUDIO_READONLY_SYMBOLS +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 2 resource. +// +#include "winres.h" + +///////////////////////////////////////////////////////////////////////////// +#undef APSTUDIO_READONLY_SYMBOLS + +///////////////////////////////////////////////////////////////////////////// +// English (United States) resources + +#if !defined(AFX_RESOURCE_DLL) || defined(AFX_TARG_ENU) +LANGUAGE LANG_ENGLISH, SUBLANG_ENGLISH_US + +#ifdef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// TEXTINCLUDE +// + +1 TEXTINCLUDE +BEGIN + "resource.h\0" +END + +2 TEXTINCLUDE +BEGIN + "#include ""winres.h""\r\n" + "\0" +END + +3 TEXTINCLUDE +BEGIN + "\r\n" + "\0" +END + +#endif // APSTUDIO_INVOKED + + +///////////////////////////////////////////////////////////////////////////// +// +// Icon +// + +// Icon with lowest ID value placed first to ensure application icon +// remains consistent on all systems. +IDI_APP_ICON ICON "resources\\app_icon.ico" + + +///////////////////////////////////////////////////////////////////////////// +// +// Version +// + +#if defined(FLUTTER_VERSION_MAJOR) && defined(FLUTTER_VERSION_MINOR) && defined(FLUTTER_VERSION_PATCH) && defined(FLUTTER_VERSION_BUILD) +#define VERSION_AS_NUMBER FLUTTER_VERSION_MAJOR,FLUTTER_VERSION_MINOR,FLUTTER_VERSION_PATCH,FLUTTER_VERSION_BUILD +#else +#define VERSION_AS_NUMBER 1,0,0,0 +#endif + +#if defined(FLUTTER_VERSION) +#define VERSION_AS_STRING FLUTTER_VERSION +#else +#define VERSION_AS_STRING "1.0.0" +#endif + +VS_VERSION_INFO VERSIONINFO + FILEVERSION VERSION_AS_NUMBER + PRODUCTVERSION VERSION_AS_NUMBER + FILEFLAGSMASK VS_FFI_FILEFLAGSMASK +#ifdef _DEBUG + FILEFLAGS VS_FF_DEBUG +#else + FILEFLAGS 0x0L +#endif + FILEOS VOS__WINDOWS32 + FILETYPE VFT_APP + FILESUBTYPE 0x0L +BEGIN + BLOCK "StringFileInfo" + BEGIN + BLOCK "040904e4" + BEGIN + VALUE "CompanyName", "dev.fluttergemma" "\0" + VALUE "FileDescription", "Gemma Function Calling" "\0" + VALUE "FileVersion", VERSION_AS_STRING "\0" + VALUE "InternalName", "functioncalling" "\0" + VALUE "LegalCopyright", "Copyright (C) 2026 dev.fluttergemma. All rights reserved." "\0" + VALUE "OriginalFilename", "functioncalling.exe" "\0" + VALUE "ProductName", "Gemma Function Calling" "\0" + VALUE "ProductVersion", VERSION_AS_STRING "\0" + END + END + BLOCK "VarFileInfo" + BEGIN + VALUE "Translation", 0x409, 1252 + END +END + +#endif // English (United States) resources +///////////////////////////////////////////////////////////////////////////// + + + +#ifndef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 3 resource. +// + + +///////////////////////////////////////////////////////////////////////////// +#endif // not APSTUDIO_INVOKED diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/flutter_window.cpp b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/flutter_window.cpp new file mode 100644 index 000000000..955ee3038 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/flutter_window.cpp @@ -0,0 +1,71 @@ +#include "flutter_window.h" + +#include + +#include "flutter/generated_plugin_registrant.h" + +FlutterWindow::FlutterWindow(const flutter::DartProject& project) + : project_(project) {} + +FlutterWindow::~FlutterWindow() {} + +bool FlutterWindow::OnCreate() { + if (!Win32Window::OnCreate()) { + return false; + } + + RECT frame = GetClientArea(); + + // The size here must match the window dimensions to avoid unnecessary surface + // creation / destruction in the startup path. + flutter_controller_ = std::make_unique( + frame.right - frame.left, frame.bottom - frame.top, project_); + // Ensure that basic setup of the controller was successful. + if (!flutter_controller_->engine() || !flutter_controller_->view()) { + return false; + } + RegisterPlugins(flutter_controller_->engine()); + SetChildContent(flutter_controller_->view()->GetNativeWindow()); + + flutter_controller_->engine()->SetNextFrameCallback([&]() { + this->Show(); + }); + + // Flutter can complete the first frame before the "show window" callback is + // registered. The following call ensures a frame is pending to ensure the + // window is shown. It is a no-op if the first frame hasn't completed yet. + flutter_controller_->ForceRedraw(); + + return true; +} + +void FlutterWindow::OnDestroy() { + if (flutter_controller_) { + flutter_controller_ = nullptr; + } + + Win32Window::OnDestroy(); +} + +LRESULT +FlutterWindow::MessageHandler(HWND hwnd, UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + // Give Flutter, including plugins, an opportunity to handle window messages. + if (flutter_controller_) { + std::optional result = + flutter_controller_->HandleTopLevelWindowProc(hwnd, message, wparam, + lparam); + if (result) { + return *result; + } + } + + switch (message) { + case WM_FONTCHANGE: + flutter_controller_->engine()->ReloadSystemFonts(); + break; + } + + return Win32Window::MessageHandler(hwnd, message, wparam, lparam); +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/flutter_window.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/flutter_window.h new file mode 100644 index 000000000..6da0652f0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/flutter_window.h @@ -0,0 +1,33 @@ +#ifndef RUNNER_FLUTTER_WINDOW_H_ +#define RUNNER_FLUTTER_WINDOW_H_ + +#include +#include + +#include + +#include "win32_window.h" + +// A window that does nothing but host a Flutter view. +class FlutterWindow : public Win32Window { + public: + // Creates a new FlutterWindow hosting a Flutter view running |project|. + explicit FlutterWindow(const flutter::DartProject& project); + virtual ~FlutterWindow(); + + protected: + // Win32Window: + bool OnCreate() override; + void OnDestroy() override; + LRESULT MessageHandler(HWND window, UINT const message, WPARAM const wparam, + LPARAM const lparam) noexcept override; + + private: + // The project to run. + flutter::DartProject project_; + + // The Flutter instance hosted by this window. + std::unique_ptr flutter_controller_; +}; + +#endif // RUNNER_FLUTTER_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/main.cpp b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/main.cpp new file mode 100644 index 000000000..38dad4a50 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/main.cpp @@ -0,0 +1,43 @@ +#include +#include +#include + +#include "flutter_window.h" +#include "utils.h" + +int APIENTRY wWinMain(_In_ HINSTANCE instance, _In_opt_ HINSTANCE prev, + _In_ wchar_t *command_line, _In_ int show_command) { + // Attach to console when present (e.g., 'flutter run') or create a + // new console when running with a debugger. + if (!::AttachConsole(ATTACH_PARENT_PROCESS) && ::IsDebuggerPresent()) { + CreateAndAttachConsole(); + } + + // Initialize COM, so that it is available for use in the library and/or + // plugins. + ::CoInitializeEx(nullptr, COINIT_APARTMENTTHREADED); + + flutter::DartProject project(L"data"); + + std::vector command_line_arguments = + GetCommandLineArguments(); + + project.set_dart_entrypoint_arguments(std::move(command_line_arguments)); + + FlutterWindow window(project); + Win32Window::Point origin(10, 10); + Win32Window::Size size(1280, 720); + if (!window.Create(L"Gemma Function Calling", origin, size)) { + return EXIT_FAILURE; + } + window.SetQuitOnClose(true); + + ::MSG msg; + while (::GetMessage(&msg, nullptr, 0, 0)) { + ::TranslateMessage(&msg); + ::DispatchMessage(&msg); + } + + ::CoUninitialize(); + return EXIT_SUCCESS; +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/resource.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/resource.h new file mode 100644 index 000000000..66a65d1e4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/resource.h @@ -0,0 +1,16 @@ +//{{NO_DEPENDENCIES}} +// 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000000000..153653e8d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/runner.exe.manifest @@ -0,0 +1,14 @@ + + + + + PerMonitorV2 + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/utils.cpp b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/utils.cpp new file mode 100644 index 000000000..3cb714665 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/utils.cpp @@ -0,0 +1,69 @@ +#include "utils.h" + +#include +#include +#include +#include + +#include + +void CreateAndAttachConsole() { + if (::AllocConsole()) { + FILE *unused; + if (freopen_s(&unused, "CONOUT$", "w", stdout)) { + _dup2(_fileno(stdout), 1); + } + if (freopen_s(&unused, "CONOUT$", "w", stderr)) { + _dup2(_fileno(stdout), 2); + } + std::ios::sync_with_stdio(); + FlutterDesktopResyncOutputStreams(); + } +} + +std::vector GetCommandLineArguments() { + // Convert the UTF-16 command line arguments to UTF-8 for the Engine to use. + int argc; + wchar_t** argv = ::CommandLineToArgvW(::GetCommandLineW(), &argc); + if (argv == nullptr) { + return std::vector(); + } + + std::vector command_line_arguments; + + // Skip the first argument as it's the binary name. + for (int i = 1; i < argc; i++) { + command_line_arguments.push_back(Utf8FromUtf16(argv[i])); + } + + ::LocalFree(argv); + + return command_line_arguments; +} + +std::string Utf8FromUtf16(const wchar_t* utf16_string) { + if (utf16_string == nullptr) { + return std::string(); + } + // First, find the length of the string with a safe upper bound (CWE-126). + // UNICODE_STRING_MAX_CHARS (32767) is the maximum length of a UNICODE_STRING. + int input_length = static_cast(wcsnlen(utf16_string, UNICODE_STRING_MAX_CHARS)); + // Now use that bounded length to determine the required buffer size. + // When an explicit length is passed, WideCharToMultiByte does not include + // the null terminator in its returned size. + int target_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, nullptr, 0, nullptr, nullptr); + std::string utf8_string; + if (target_length == 0 || static_cast(target_length) > utf8_string.max_size()) { + return utf8_string; + } + utf8_string.resize(target_length); + int converted_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, utf8_string.data(), target_length, nullptr, nullptr); + if (converted_length == 0) { + return std::string(); + } + return utf8_string; +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/utils.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/utils.h new file mode 100644 index 000000000..3879d5475 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/utils.h @@ -0,0 +1,19 @@ +#ifndef RUNNER_UTILS_H_ +#define RUNNER_UTILS_H_ + +#include +#include + +// Creates a console for the process, and redirects stdout and stderr to +// it for both the runner and the Flutter library. +void CreateAndAttachConsole(); + +// Takes a null-terminated wchar_t* encoded in UTF-16 and returns a std::string +// encoded in UTF-8. Returns an empty std::string on failure. +std::string Utf8FromUtf16(const wchar_t* utf16_string); + +// Gets the command line arguments passed in as a std::vector, +// encoded in UTF-8. Returns an empty std::vector on failure. +std::vector GetCommandLineArguments(); + +#endif // RUNNER_UTILS_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/win32_window.cpp b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/win32_window.cpp new file mode 100644 index 000000000..60608d0fe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/win32_window.cpp @@ -0,0 +1,288 @@ +#include "win32_window.h" + +#include +#include + +#include "resource.h" + +namespace { + +/// Window attribute that enables dark mode window decorations. +/// +/// Redefined in case the developer's machine has a Windows SDK older than +/// version 10.0.22000.0. +/// See: https://docs.microsoft.com/windows/win32/api/dwmapi/ne-dwmapi-dwmwindowattribute +#ifndef DWMWA_USE_IMMERSIVE_DARK_MODE +#define DWMWA_USE_IMMERSIVE_DARK_MODE 20 +#endif + +constexpr const wchar_t kWindowClassName[] = L"FLUTTER_RUNNER_WIN32_WINDOW"; + +/// Registry key for app theme preference. +/// +/// A value of 0 indicates apps should use dark mode. A non-zero or missing +/// value indicates apps should use light mode. +constexpr const wchar_t kGetPreferredBrightnessRegKey[] = + L"Software\\Microsoft\\Windows\\CurrentVersion\\Themes\\Personalize"; +constexpr const wchar_t kGetPreferredBrightnessRegValue[] = L"AppsUseLightTheme"; + +// The number of Win32Window objects that currently exist. +static int g_active_window_count = 0; + +using EnableNonClientDpiScaling = BOOL __stdcall(HWND hwnd); + +// Scale helper to convert logical scaler values to physical using passed in +// scale factor +int Scale(int source, double scale_factor) { + return static_cast(source * scale_factor); +} + +// Dynamically loads the |EnableNonClientDpiScaling| from the User32 module. +// This API is only needed for PerMonitor V1 awareness mode. +void EnableFullDpiSupportIfAvailable(HWND hwnd) { + HMODULE user32_module = LoadLibraryA("User32.dll"); + if (!user32_module) { + return; + } + auto enable_non_client_dpi_scaling = + reinterpret_cast( + GetProcAddress(user32_module, "EnableNonClientDpiScaling")); + if (enable_non_client_dpi_scaling != nullptr) { + enable_non_client_dpi_scaling(hwnd); + } + FreeLibrary(user32_module); +} + +} // namespace + +// Manages the Win32Window's window class registration. +class WindowClassRegistrar { + public: + ~WindowClassRegistrar() = default; + + // Returns the singleton registrar instance. + static WindowClassRegistrar* GetInstance() { + if (!instance_) { + instance_ = new WindowClassRegistrar(); + } + return instance_; + } + + // Returns the name of the window class, registering the class if it hasn't + // previously been registered. + const wchar_t* GetWindowClass(); + + // Unregisters the window class. Should only be called if there are no + // instances of the window. + void UnregisterWindowClass(); + + private: + WindowClassRegistrar() = default; + + static WindowClassRegistrar* instance_; + + bool class_registered_ = false; +}; + +WindowClassRegistrar* WindowClassRegistrar::instance_ = nullptr; + +const wchar_t* WindowClassRegistrar::GetWindowClass() { + if (!class_registered_) { + WNDCLASS window_class{}; + window_class.hCursor = LoadCursor(nullptr, IDC_ARROW); + window_class.lpszClassName = kWindowClassName; + window_class.style = CS_HREDRAW | CS_VREDRAW; + window_class.cbClsExtra = 0; + window_class.cbWndExtra = 0; + window_class.hInstance = GetModuleHandle(nullptr); + window_class.hIcon = + LoadIcon(window_class.hInstance, MAKEINTRESOURCE(IDI_APP_ICON)); + window_class.hbrBackground = 0; + window_class.lpszMenuName = nullptr; + window_class.lpfnWndProc = Win32Window::WndProc; + RegisterClass(&window_class); + class_registered_ = true; + } + return kWindowClassName; +} + +void WindowClassRegistrar::UnregisterWindowClass() { + UnregisterClass(kWindowClassName, nullptr); + class_registered_ = false; +} + +Win32Window::Win32Window() { + ++g_active_window_count; +} + +Win32Window::~Win32Window() { + --g_active_window_count; + Destroy(); +} + +bool Win32Window::Create(const std::wstring& title, + const Point& origin, + const Size& size) { + Destroy(); + + const wchar_t* window_class = + WindowClassRegistrar::GetInstance()->GetWindowClass(); + + const POINT target_point = {static_cast(origin.x), + static_cast(origin.y)}; + HMONITOR monitor = MonitorFromPoint(target_point, MONITOR_DEFAULTTONEAREST); + UINT dpi = FlutterDesktopGetDpiForMonitor(monitor); + double scale_factor = dpi / 96.0; + + HWND window = CreateWindow( + window_class, title.c_str(), WS_OVERLAPPEDWINDOW, + Scale(origin.x, scale_factor), Scale(origin.y, scale_factor), + Scale(size.width, scale_factor), Scale(size.height, scale_factor), + nullptr, nullptr, GetModuleHandle(nullptr), this); + + if (!window) { + return false; + } + + UpdateTheme(window); + + return OnCreate(); +} + +bool Win32Window::Show() { + return ShowWindow(window_handle_, SW_SHOWNORMAL); +} + +// static +LRESULT CALLBACK Win32Window::WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + if (message == WM_NCCREATE) { + auto window_struct = reinterpret_cast(lparam); + SetWindowLongPtr(window, GWLP_USERDATA, + reinterpret_cast(window_struct->lpCreateParams)); + + auto that = static_cast(window_struct->lpCreateParams); + EnableFullDpiSupportIfAvailable(window); + that->window_handle_ = window; + } else if (Win32Window* that = GetThisFromHandle(window)) { + return that->MessageHandler(window, message, wparam, lparam); + } + + return DefWindowProc(window, message, wparam, lparam); +} + +LRESULT +Win32Window::MessageHandler(HWND hwnd, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + switch (message) { + case WM_DESTROY: + window_handle_ = nullptr; + Destroy(); + if (quit_on_close_) { + PostQuitMessage(0); + } + return 0; + + case WM_DPICHANGED: { + auto newRectSize = reinterpret_cast(lparam); + LONG newWidth = newRectSize->right - newRectSize->left; + LONG newHeight = newRectSize->bottom - newRectSize->top; + + SetWindowPos(hwnd, nullptr, newRectSize->left, newRectSize->top, newWidth, + newHeight, SWP_NOZORDER | SWP_NOACTIVATE); + + return 0; + } + case WM_SIZE: { + RECT rect = GetClientArea(); + if (child_content_ != nullptr) { + // Size and position the child window. + MoveWindow(child_content_, rect.left, rect.top, rect.right - rect.left, + rect.bottom - rect.top, TRUE); + } + return 0; + } + + case WM_ACTIVATE: + if (child_content_ != nullptr) { + SetFocus(child_content_); + } + return 0; + + case WM_DWMCOLORIZATIONCOLORCHANGED: + UpdateTheme(hwnd); + return 0; + } + + return DefWindowProc(window_handle_, message, wparam, lparam); +} + +void Win32Window::Destroy() { + OnDestroy(); + + if (window_handle_) { + DestroyWindow(window_handle_); + window_handle_ = nullptr; + } + if (g_active_window_count == 0) { + WindowClassRegistrar::GetInstance()->UnregisterWindowClass(); + } +} + +Win32Window* Win32Window::GetThisFromHandle(HWND const window) noexcept { + return reinterpret_cast( + GetWindowLongPtr(window, GWLP_USERDATA)); +} + +void Win32Window::SetChildContent(HWND content) { + child_content_ = content; + SetParent(content, window_handle_); + RECT frame = GetClientArea(); + + MoveWindow(content, frame.left, frame.top, frame.right - frame.left, + frame.bottom - frame.top, true); + + SetFocus(child_content_); +} + +RECT Win32Window::GetClientArea() { + RECT frame; + GetClientRect(window_handle_, &frame); + return frame; +} + +HWND Win32Window::GetHandle() { + return window_handle_; +} + +void Win32Window::SetQuitOnClose(bool quit_on_close) { + quit_on_close_ = quit_on_close; +} + +bool Win32Window::OnCreate() { + // No-op; provided for subclasses. + return true; +} + +void Win32Window::OnDestroy() { + // No-op; provided for subclasses. +} + +void Win32Window::UpdateTheme(HWND const window) { + DWORD light_mode; + DWORD light_mode_size = sizeof(light_mode); + LSTATUS result = RegGetValue(HKEY_CURRENT_USER, kGetPreferredBrightnessRegKey, + kGetPreferredBrightnessRegValue, + RRF_RT_REG_DWORD, nullptr, &light_mode, + &light_mode_size); + + if (result == ERROR_SUCCESS) { + BOOL enable_dark_mode = light_mode == 0; + DwmSetWindowAttribute(window, DWMWA_USE_IMMERSIVE_DARK_MODE, + &enable_dark_mode, sizeof(enable_dark_mode)); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/win32_window.h b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/win32_window.h new file mode 100644 index 000000000..e901dde68 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/windows/runner/win32_window.h @@ -0,0 +1,102 @@ +#ifndef RUNNER_WIN32_WINDOW_H_ +#define RUNNER_WIN32_WINDOW_H_ + +#include + +#include +#include +#include + +// A class abstraction for a high DPI-aware Win32 Window. Intended to be +// inherited from by classes that wish to specialize with custom +// rendering and input handling +class Win32Window { + public: + struct Point { + unsigned int x; + unsigned int y; + Point(unsigned int x, unsigned int y) : x(x), y(y) {} + }; + + struct Size { + unsigned int width; + unsigned int height; + Size(unsigned int width, unsigned int height) + : width(width), height(height) {} + }; + + Win32Window(); + virtual ~Win32Window(); + + // Creates a win32 window with |title| that is positioned and sized using + // |origin| and |size|. New windows are created on the default monitor. Window + // sizes are specified to the OS in physical pixels, hence to ensure a + // consistent size this function will scale the inputted width and height as + // as appropriate for the default monitor. The window is invisible until + // |Show| is called. Returns true if the window was created successfully. + bool Create(const std::wstring& title, const Point& origin, const Size& size); + + // Show the current window. Returns true if the window was successfully shown. + bool Show(); + + // Release OS resources associated with window. + void Destroy(); + + // Inserts |content| into the window tree. + void SetChildContent(HWND content); + + // Returns the backing Window handle to enable clients to set icon and other + // window properties. Returns nullptr if the window has been destroyed. + HWND GetHandle(); + + // If true, closing this window will quit the application. + void SetQuitOnClose(bool quit_on_close); + + // Return a RECT representing the bounds of the current client area. + RECT GetClientArea(); + + protected: + // Processes and route salient window messages for mouse handling, + // size change and DPI. Delegates handling of these to member overloads that + // inheriting classes can handle. + virtual LRESULT MessageHandler(HWND window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Called when CreateAndShow is called, allowing subclass window-related + // setup. Subclasses should return false if setup fails. + virtual bool OnCreate(); + + // Called when Destroy is called. + virtual void OnDestroy(); + + private: + friend class WindowClassRegistrar; + + // OS callback called by message pump. Handles the WM_NCCREATE message which + // is passed when the non-client area is being created and enables automatic + // non-client DPI scaling so that the non-client area automatically + // responds to changes in DPI. All other messages are handled by + // MessageHandler. + static LRESULT CALLBACK WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Retrieves a class instance pointer for |window| + static Win32Window* GetThisFromHandle(HWND const window) noexcept; + + // Update the window frame's theme to match the system theme. + static void UpdateTheme(HWND const window); + + bool quit_on_close_ = false; + + // window handle for top level window. + HWND window_handle_ = nullptr; + + // window handle for hosted content. + HWND child_content_ = nullptr; +}; + +#endif // RUNNER_WIN32_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/.gitignore b/codelabs/function-calling-flutter-gemma/step_03_the_loop/.gitignore new file mode 100644 index 000000000..79f7ecabd --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/.gitignore @@ -0,0 +1,48 @@ +# Miscellaneous +*.class +*.log +*.pyc +*.swp +.DS_Store +.atom/ +.build/ +.buildlog/ +.history +.svn/ +.swiftpm/ +migrate_working_dir/ + +# IntelliJ related +*.iml +*.ipr +*.iws +.idea/ + +# The .vscode folder contains launch configuration and tasks you configure in +# VS Code which you may wish to be included in version control, so this line +# is commented out by default. +#.vscode/ + +# Flutter/Dart/Pub related +**/doc/api/ +**/ios/Flutter/.last_build_id +.dart_tool/ +.flutter-plugins-dependencies +.pub-cache/ +.pub/ +/build/ +/coverage/ + +# Symbolication related +app.*.symbols + +# Obfuscation related +app.*.map.json + +# Android Studio will place build artifacts here +/android/app/debug +/android/app/profile +/android/app/release + +# Widget Preview related +.widget_preview/ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/.metadata b/codelabs/function-calling-flutter-gemma/step_03_the_loop/.metadata new file mode 100644 index 000000000..615dfd47e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/.metadata @@ -0,0 +1,45 @@ +# This file tracks properties of this Flutter project. +# Used by Flutter tool to assess capabilities and perform upgrades etc. +# +# This file should be version controlled and should not be manually edited. + +version: + revision: "d3b14c876900e553bc736ca19295fc09e3853e8e" + channel: "stable" + +project_type: app + +# Tracks metadata for the flutter migrate command +migration: + platforms: + - platform: root + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: android + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: ios + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: linux + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: macos + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: web + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + - platform: windows + create_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + base_revision: d3b14c876900e553bc736ca19295fc09e3853e8e + + # User provided section + + # List of Local paths (relative to this file) that should be + # ignored by the migrate tool. + # + # Files that are not part of the templates will be ignored by default. + unmanaged_files: + - 'lib/main.dart' + - 'ios/Runner.xcodeproj/project.pbxproj' diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/README.md b/codelabs/function-calling-flutter-gemma/step_03_the_loop/README.md new file mode 100644 index 000000000..1c831fead --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/README.md @@ -0,0 +1,17 @@ +# gemma_quickstart + +A new Flutter project. + +## Getting Started + +This project is a starting point for a Flutter application. + +A few resources to get you started if this is your first Flutter project: + +- [Learn Flutter](https://docs.flutter.dev/get-started/learn-flutter) +- [Write your first Flutter app](https://docs.flutter.dev/get-started/codelab) +- [Flutter learning resources](https://docs.flutter.dev/reference/learning-resources) + +For help getting started with Flutter development, view the +[online documentation](https://docs.flutter.dev/), which offers tutorials, +samples, guidance on mobile development, and a full API reference. diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/analysis_options.yaml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/analysis_options.yaml new file mode 100644 index 000000000..78613972a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/analysis_options.yaml @@ -0,0 +1,38 @@ +# This file configures the analyzer, which statically analyzes Dart code to +# check for errors, warnings, and lints. +# +# The issues identified by the analyzer are surfaced in the UI of Dart-enabled +# IDEs (https://dart.dev/tools#ides-and-editors). The analyzer can also be +# invoked from the command line by running `flutter analyze`. + +# The following line activates a set of recommended lints for Flutter apps, +# packages, and plugins designed to encourage good coding practices. +include: package:flutter_lints/flutter.yaml + +analyzer: + exclude: + - build/** + - android/** + - ios/** + - linux/** + - macos/** + - web/** + - windows/** + +linter: + # The lint rules applied to this project can be customized in the + # section below to disable rules from the `package:flutter_lints/flutter.yaml` + # included above or to enable additional rules. A list of all available lints + # and their documentation is published at https://dart.dev/lints. + # + # Instead of disabling a lint rule for the entire project in the + # section below, it can also be suppressed for a single line of code + # or a specific dart file by using the `// ignore: name_of_lint` and + # `// ignore_for_file: name_of_lint` syntax on the line or in the file + # producing the lint. + rules: + # avoid_print: false # Uncomment to disable the `avoid_print` rule + # prefer_single_quotes: true # Uncomment to enable the `prefer_single_quotes` rule + +# Additional information about this file can be found at +# https://dart.dev/guides/language/analysis-options diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/.gitignore b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/.gitignore new file mode 100644 index 000000000..be3943c96 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/.gitignore @@ -0,0 +1,14 @@ +gradle-wrapper.jar +/.gradle +/captures/ +/gradlew +/gradlew.bat +/local.properties +GeneratedPluginRegistrant.java +.cxx/ + +# Remember to never publicly share your keystore. +# See https://flutter.dev/to/reference-keystore +key.properties +**/*.keystore +**/*.jks diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/build.gradle.kts b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/build.gradle.kts new file mode 100644 index 000000000..1ec5366e9 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/build.gradle.kts @@ -0,0 +1,49 @@ +plugins { + id("com.android.application") + // The Flutter Gradle Plugin must be applied after the Android and Kotlin Gradle plugins. + id("dev.flutter.flutter-gradle-plugin") +} + +android { + namespace = "dev.fluttergemma.functioncalling" + compileSdk = flutter.compileSdkVersion + ndkVersion = flutter.ndkVersion + + compileOptions { + sourceCompatibility = JavaVersion.VERSION_17 + targetCompatibility = JavaVersion.VERSION_17 + } + + defaultConfig { + // TODO: Specify your own unique Application ID (https://developer.android.com/studio/build/application-id.html). + applicationId = "dev.fluttergemma.functioncalling" + // You can update the following values to match your application needs. + // For more information, see: https://flutter.dev/to/review-gradle-config. + minSdk = flutter.minSdkVersion + targetSdk = flutter.targetSdkVersion + // Uses the version code from pubspec.yaml. When using split APKs, 1000 * ABI_VERSION + // is added automatically by Flutter. (https://developer.android.com/studio/build/configure-apk-splits#configure-APK-versions) + // You can force using the value of versionCode by specifying the `-P force-version-code-ignoring-abi=true` + // flag during build. + versionCode = flutter.versionCode + versionName = flutter.versionName + } + + buildTypes { + release { + // TODO: Add your own signing config for the release build. + // Signing with the debug keys for now, so `flutter run --release` works. + signingConfig = signingConfigs.getByName("debug") + } + } +} + +kotlin { + compilerOptions { + jvmTarget = org.jetbrains.kotlin.gradle.dsl.JvmTarget.JVM_17 + } +} + +flutter { + source = "../.." +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/debug/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..34daae5c0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,47 @@ + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt new file mode 100644 index 000000000..e4e274d6e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/kotlin/dev/fluttergemma/functioncalling/MainActivity.kt @@ -0,0 +1,5 @@ +package dev.fluttergemma.functioncalling + +import io.flutter.embedding.android.FlutterActivity + +class MainActivity : FlutterActivity() diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/res/drawable-v21/launch_background.xml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/res/drawable-v21/launch_background.xml new file mode 100644 index 000000000..f74085f3f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/res/drawable-v21/launch_background.xml @@ -0,0 +1,12 @@ + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/res/drawable/launch_background.xml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/res/drawable/launch_background.xml 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b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/main/res/values/styles.xml @@ -0,0 +1,18 @@ + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/profile/AndroidManifest.xml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/profile/AndroidManifest.xml new file mode 100644 index 000000000..399f6981d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/app/src/profile/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/build.gradle.kts b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/build.gradle.kts new file mode 100644 index 000000000..dbee657bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/build.gradle.kts @@ -0,0 +1,24 @@ +allprojects { + repositories { + google() + mavenCentral() + } +} + +val newBuildDir: Directory = + rootProject.layout.buildDirectory + .dir("../../build") + .get() +rootProject.layout.buildDirectory.value(newBuildDir) + +subprojects { + val newSubprojectBuildDir: Directory = newBuildDir.dir(project.name) + project.layout.buildDirectory.value(newSubprojectBuildDir) +} +subprojects { + project.evaluationDependsOn(":app") +} + +tasks.register("clean") { + delete(rootProject.layout.buildDirectory) +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/gradle.properties b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/gradle.properties new file mode 100644 index 000000000..e96108cfe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/gradle.properties @@ -0,0 +1,6 @@ +org.gradle.jvmargs=-Xmx8G -XX:MaxMetaspaceSize=4G -XX:ReservedCodeCacheSize=512m -XX:+HeapDumpOnOutOfMemoryError +android.useAndroidX=true +# This newDsl flag was added by the Flutter template +android.newDsl=false +# This builtInKotlin flag was added by the Flutter template +android.builtInKotlin=false diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/gradle/wrapper/gradle-wrapper.properties b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..a20f2c46d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,5 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-9.3.1-all.zip diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/settings.gradle.kts b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/settings.gradle.kts new file mode 100644 index 000000000..b28021a91 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/android/settings.gradle.kts @@ -0,0 +1,26 @@ +pluginManagement { + val flutterSdkPath = + run { + val properties = java.util.Properties() + file("local.properties").inputStream().use { properties.load(it) } + val flutterSdkPath = properties.getProperty("flutter.sdk") + require(flutterSdkPath != null) { "flutter.sdk not set in local.properties" } + flutterSdkPath + } + + includeBuild("$flutterSdkPath/packages/flutter_tools/gradle") + + repositories { + google() + mavenCentral() + gradlePluginPortal() + } +} + +plugins { + id("dev.flutter.flutter-plugin-loader") version "1.0.0" + id("com.android.application") version "9.1.0" apply false + id("org.jetbrains.kotlin.android") version "2.4.0" apply false +} + +include(":app") diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/.gitignore b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/.gitignore new file mode 100644 index 000000000..7a7f9873a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/.gitignore @@ -0,0 +1,34 @@ +**/dgph +*.mode1v3 +*.mode2v3 +*.moved-aside +*.pbxuser +*.perspectivev3 +**/*sync/ +.sconsign.dblite +.tags* +**/.vagrant/ +**/DerivedData/ +Icon? +**/Pods/ +**/.symlinks/ +profile +xcuserdata +**/.generated/ +Flutter/App.framework +Flutter/Flutter.framework +Flutter/Flutter.podspec +Flutter/Generated.xcconfig +Flutter/ephemeral/ +Flutter/app.flx +Flutter/app.zip +Flutter/flutter_assets/ +Flutter/flutter_export_environment.sh +ServiceDefinitions.json +Runner/GeneratedPluginRegistrant.* + +# Exceptions to above rules. +!default.mode1v3 +!default.mode2v3 +!default.pbxuser +!default.perspectivev3 diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/AppFrameworkInfo.plist b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/AppFrameworkInfo.plist new file mode 100644 index 000000000..391a902b2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/AppFrameworkInfo.plist @@ -0,0 +1,24 @@ + + + + + CFBundleDevelopmentRegion + en + CFBundleExecutable + App + CFBundleIdentifier + io.flutter.flutter.app + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + App + CFBundlePackageType + FMWK + CFBundleShortVersionString + 1.0 + CFBundleSignature + ???? + CFBundleVersion + 1.0 + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/Debug.xcconfig new file mode 100644 index 000000000..592ceee85 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/Debug.xcconfig @@ -0,0 +1 @@ +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/Release.xcconfig new file mode 100644 index 000000000..592ceee85 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Flutter/Release.xcconfig @@ -0,0 +1 @@ +#include "Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcodeproj/project.pbxproj b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcodeproj/project.pbxproj new file mode 100644 index 000000000..249dc6542 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcodeproj/project.pbxproj @@ -0,0 +1,655 @@ +// !$*UTF8*$! +{ + archiveVersion = 1; + classes = { + }; + objectVersion = 54; + objects = { + +/* Begin PBXBuildFile section */ + 1498D2341E8E89220040F4C2 /* GeneratedPluginRegistrant.m in Sources */ = {isa = PBXBuildFile; fileRef = 1498D2331E8E89220040F4C2 /* GeneratedPluginRegistrant.m */; }; + 331C808B294A63AB00263BE5 /* RunnerTests.swift in Sources */ = {isa = PBXBuildFile; fileRef = 331C807B294A618700263BE5 /* RunnerTests.swift */; 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b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist new file mode 100644 index 000000000..18d981003 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist @@ -0,0 +1,8 @@ + + + + + IDEDidComputeMac32BitWarning + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings new file mode 100644 index 000000000..f9b0d7c5e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings @@ -0,0 +1,8 @@ + + + + + PreviewsEnabled + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/AppDelegate.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/AppDelegate.swift new file mode 100644 index 000000000..c30b367ec --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/AppDelegate.swift @@ -0,0 +1,16 @@ +import Flutter +import UIKit + +@main +@objc class AppDelegate: FlutterAppDelegate, FlutterImplicitEngineDelegate { + override func application( + _ application: UIApplication, + didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey: Any]? + ) -> Bool { + return super.application(application, didFinishLaunchingWithOptions: launchOptions) + } + + func didInitializeImplicitFlutterEngine(_ engineBridge: FlutterImplicitEngineBridge) { + GeneratedPluginRegistrant.register(with: engineBridge.pluginRegistry) + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json 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literal 0 HcmV?d00001 diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md new file mode 100644 index 000000000..89c2725b7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md @@ -0,0 +1,5 @@ +# Launch Screen Assets + +You can customize the launch screen with your own desired assets by replacing the image files in this directory. + +You can also do it by opening your Flutter project's Xcode project with `open ios/Runner.xcworkspace`, selecting `Runner/Assets.xcassets` in the Project Navigator and dropping in the desired images. \ No newline at end of file diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Base.lproj/LaunchScreen.storyboard b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Base.lproj/LaunchScreen.storyboard new file mode 100644 index 000000000..f2e259c7c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Base.lproj/LaunchScreen.storyboard @@ -0,0 +1,37 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Base.lproj/Main.storyboard b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Base.lproj/Main.storyboard new file mode 100644 index 000000000..f3c28516f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Base.lproj/Main.storyboard @@ -0,0 +1,26 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Info.plist new file mode 100644 index 000000000..c97226dba --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Info.plist @@ -0,0 +1,70 @@ + + + + + CADisableMinimumFrameDurationOnPhone + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleDisplayName + Gemma Function Calling + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + functioncalling + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleSignature + ???? + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSRequiresIPhoneOS + + UIApplicationSceneManifest + + UIApplicationSupportsMultipleScenes + + UISceneConfigurations + + UIWindowSceneSessionRoleApplication + + + UISceneClassName + UIWindowScene + UISceneConfigurationName + flutter + UISceneDelegateClassName + $(PRODUCT_MODULE_NAME).SceneDelegate + UISceneStoryboardFile + Main + + + + + UIApplicationSupportsIndirectInputEvents + + UILaunchStoryboardName + LaunchScreen + UIMainStoryboardFile + Main + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Runner-Bridging-Header.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Runner-Bridging-Header.h new file mode 100644 index 000000000..308a2a560 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Runner-Bridging-Header.h @@ -0,0 +1 @@ +#import "GeneratedPluginRegistrant.h" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Runner.entitlements b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Runner.entitlements new file mode 100644 index 000000000..cd461aae4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/Runner.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.developer.kernel.extended-virtual-addressing + + com.apple.developer.kernel.increased-memory-limit + + com.apple.developer.kernel.increased-debugging-memory-limit + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/SceneDelegate.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/SceneDelegate.swift new file mode 100644 index 000000000..b9ce8ea2b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/Runner/SceneDelegate.swift @@ -0,0 +1,6 @@ +import Flutter +import UIKit + +class SceneDelegate: FlutterSceneDelegate { + +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..86a7c3b1b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/ios/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Flutter +import UIKit +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart new file mode 100644 index 000000000..f7dbdfb34 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart @@ -0,0 +1,487 @@ +import 'dart:convert'; + +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; +import 'tools.dart'; + +/// What a line in the transcript is. +/// +/// A chat with tools has four kinds of turn, not two, and showing only the +/// first and last of them is how a tool-calling app becomes impossible to +/// debug: the answer is right or wrong and nothing on screen says which +/// function produced it, with which arguments. +enum _TurnKind { user, model, toolCall, toolResult } + +/// How many generations one message is allowed to cost. +/// +/// The loop stops when a turn comes back with no calls in it — which is a +/// promise about the model, not about the code, and a model that keeps asking +/// would otherwise run until the context window filled. Four is enough for a +/// question that chains two or three calls and small enough that a stuck model +/// is over in seconds. +/// +/// Below 1 is a `RangeError`, thrown on purpose: a cap of zero would answer +/// the message with nothing and close the stream, which looks exactly like a +/// model that had nothing to say. +const _maxToolTurns = 4; + +/// The same chat as Step 2, with the loop handed to the SDK. +/// +/// `generateChatResponseWithTools` is the loop from Step 2 written once, in +/// the package: generate, collect the calls, run them through the callback you +/// pass, feed each result back, generate again — until a turn has no calls in +/// it. What it adds is the three exits the hand-written version did not have: +/// a cancelled turn, a tool that throws, and a stream that errors mid-turn all +/// still answer every call that was committed to the history. +class ChatPage extends StatefulWidget { + const ChatPage({ + super.key, + required this.model, + required this.onModelRemoved, + }); + + final ModelChoice model; + + /// Lets the gate send the app back to the download screen. + final VoidCallback onModelRemoved; + + @override + State createState() => _ChatPageState(); +} + +class _ChatPageState extends State { + final _input = TextEditingController(); + final _turns = <_Turn>[]; + + InferenceModel? _inference; + InferenceChat? _chat; + bool _busy = false; + Object? _loadError; + + /// A one-line problem that is not worth losing the chat over. + String? _notice; + + /// Where the CURRENT generation is writing, and what it has written. + /// + /// One message can now produce several generations with tool calls between + /// them, so "the reply" is no longer "the last bubble": running a tool + /// appends two lines to the transcript and starts a fresh bubble underneath + /// them. Holding the index is what keeps the reply below the work it did. + final _reply = StringBuffer(); + int _replyAt = -1; + + @override + void initState() { + super.initState(); + _load(); + } + + Future _load() async { + try { + // maxTokens is the CONTEXT WINDOW — prompt + history + reply share it. + // It is NOT a reply-length cap; for that, pass maxOutputTokens below. + // A driven loop spends more of it than Step 2's single round did: every + // call and every tool response stays in the history for the rest of the + // conversation. + final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + // Hold the runtime before opening a chat on it: `createChat` can throw, + // and a model this page never stored is a model `dispose` can never + // close. A page that is already gone holds nothing, so it closes it here. + if (!mounted) { + await inference.close(); + return; + } + setState(() => _inference = inference); + + // Unchanged from Step 2. The declarations and the switch are properties + // of the session; what changes below is only who drives the turns. + final chat = await inference.createChat( + modelType: widget.model.modelType, + tools: const [multiplyTool], + supportsFunctionCalls: true, + maxOutputTokens: 256, + ); + // The same guard, one call later and for the same reason: a chat this + // page never stored is a native session `dispose` can never close. + if (!mounted) { + await chat.close(); + return; + } + setState(() => _chat = chat); + } catch (error) { + // Loading is the likeliest thing to fail on a real device: a forgotten + // engine package, too little memory, a half-written model file. Show it + // instead of sitting on the progress bar forever. + if (mounted) setState(() => _loadError = error); + } + } + + void _retryLoad() { + setState(() => _loadError = null); + _load(); + } + + /// One message, however many generations it takes. + /// + /// Compare with Step 2: there is no second `generateChatResponseAsync` here, + /// no `addQueryChunk(Message.toolResponse(...))`, and no balancing of calls + /// the app declined to run. All three are inside the stream below. + Future _send() async { + final chat = _chat; + final text = _input.text.trim(); + if (chat == null || text.isEmpty || _busy) return; + + setState(() { + _turns + ..add(_Turn(text, kind: _TurnKind.user)) + // The reply starts empty and grows as chunks arrive. + ..add(const _Turn('', kind: _TurnKind.model)); + _replyAt = _turns.length - 1; + _reply.clear(); + _input.clear(); + _notice = null; + _busy = true; + }); + + var hitCap = false; + try { + // The staged user message is a PRECONDITION, exactly as it is for + // `generateChatResponseAsync` — the loop drives generation, it does not + // send your turn for you. + await chat.addQueryChunk(Message.text(text: text, isUser: true)); + + await for (final chunk in chat.generateChatResponseWithTools( + // Run the function. Returning the map is what feeds the model; the + // SDK wraps it in `Message.toolResponse` and stages it before the + // next generation. + onToolCall: _onToolCall, + maxToolTurns: _maxToolTurns, + // Called once, if the loop runs out of turns with calls still coming. + // Without it the reply is quietly empty or half-written and nothing + // says the cap is why. + onMaxToolTurns: () => hitCap = true, + )) { + switch (chunk) { + case TextResponse(:final token): + // Each TextResponse carries only the NEW text, not the whole reply + // so far — append, never replace. + _reply.write(token); + if (mounted) { + setState( + () => _turns[_replyAt] = _Turn( + _reply.toString(), + kind: _TurnKind.model, + ), + ); + } + case ThinkingResponse(): + // Discarded upstream unless the chat was opened with + // `isThinking: true` — `complete` does exactly that. + break; + case FunctionCallResponse() || ParallelFunctionCallResponse(): + // Never arrives here: the loop consumes calls itself and passes + // only text and thinking through. The branch keeps the switch + // exhaustive over the sealed `ModelResponse`, so a case added to + // the SDK fails to compile instead of being treated as silence. + break; + } + } + + if (hitCap && mounted) { + setState( + () => _notice = + 'The model was still asking for tools after $_maxToolTurns ' + 'turns, so the loop stopped. The answer above may be missing ' + 'or cut short.', + ); + } + } catch (error) { + // The half-written reply becomes the error, so the empty bubble never + // just sits there. The SDK has already answered every call it committed + // before rethrowing, so the chat is still usable for the next message. + if (mounted) { + setState(() { + _reply.write('⚠️ $error'); + _turns[_replyAt] = _Turn(_reply.toString(), kind: _TurnKind.model); + }); + } + } finally { + // `_busy` is what disables the composer, so clearing it belongs in + // `finally` — a failed generation must not lock the app. + if (mounted) { + setState(() { + // A last generation that produced no text — the cap was hit on a + // call-only turn — leaves an empty bubble at the bottom. + if (_reply.isEmpty && + _replyAt >= 0 && + _replyAt == _turns.length - 1) { + _turns.removeAt(_replyAt); + } + _replyAt = -1; + _busy = false; + }); + } + } + } + + /// Runs one call and shows it. The return value is what the model sees. + /// + /// This callback is the whole of the app's half of the loop. Everything + /// around it — collecting the calls, staging the responses, deciding whether + /// to generate again — moved into the SDK. + Future> _onToolCall(FunctionCallResponse call) async { + final result = _run(call); + if (mounted) { + setState(() { + // A call-only generation wrote no text, and an empty bubble above the + // call reads as a model that said nothing when in fact it asked. + if (_reply.isEmpty && _replyAt >= 0 && _replyAt == _turns.length - 1) { + _turns.removeAt(_replyAt); + } + _turns + ..add(_Turn(_describeCall(call), kind: _TurnKind.toolCall)) + ..add(_Turn(jsonEncode(result), kind: _TurnKind.toolResult)) + // The next generation writes underneath the work it was given, + // not above it. + ..add(const _Turn('', kind: _TurnKind.model)); + _replyAt = _turns.length - 1; + _reply.clear(); + }); + } + return result; + } + + /// Maps a call the model made onto the Dart that answers it. + /// + /// Keyed by name and with a real miss branch: the model writes the name, and + /// a model can write a name you never declared. Returning an error map keeps + /// the loop going — throwing here would end the turn, and the SDK would + /// answer the committed call with `{'error': …}` and rethrow. + Map _run(FunctionCallResponse call) => switch (call.name) { + 'multiply' => runMultiply(call.args), + _ => {'error': 'This app has no tool named "${call.name}".'}, + }; + + String _describeCall(FunctionCallResponse call) { + final args = call.args.entries + .map((e) => '${e.key}: ${e.value}') + .join(', '); + return '${call.name}($args)'; + } + + /// Frees the disk. Close the runtime first — the file is mapped while a + /// model is open, and deleting it underneath the engine is a crash waiting + /// to happen. + Future _removeModel() async { + try { + await _inference?.close(); + // Inside `setState`: dropping the chat has to repaint, or the screen + // keeps showing an enabled composer over a runtime that is gone. + if (mounted) { + setState(() { + _inference = null; + _chat = null; + }); + } + await FlutterGemma.uninstallModel(widget.model.fileName); + if (mounted) widget.onModelRemoved(); + } catch (error) { + // Deleting can fail too — a missing install record, a file the OS still + // holds. Show it the way a failed load is shown, and drop the chat with + // it: a `close()` that threw leaves `_chat` non-null, and "The model did + // not load." over a working composer is a lie. + if (mounted) { + setState(() { + _chat = null; + _loadError = error; + }); + } + } + } + + @override + void dispose() { + // Sessions and models hold native memory — always close them. `dispose` + // cannot await, so the future is dropped on purpose, and caught so a + // failing native teardown does not escape as an unhandled async error. + _inference?.close().catchError((Object _) {}); + _input.dispose(); + super.dispose(); + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final ready = _chat != null; + final error = _loadError; + + return Scaffold( + appBar: AppBar( + title: Text(widget.model.label), + bottom: PreferredSize( + preferredSize: const Size.fromHeight(20), + child: Padding( + padding: const EdgeInsets.only(bottom: 6), + child: Text( + '1 tool · ${multiplyTool.name} · up to $_maxToolTurns tool turns', + style: theme.textTheme.labelSmall, + ), + ), + ), + actions: [ + IconButton( + tooltip: 'Delete the downloaded model', + // Not while the model is still opening: deleting the file + // underneath an in-flight `getActiveModel()` is the crash the + // comment on `_removeModel` warns about. + onPressed: _busy || (!ready && error == null) ? null : _removeModel, + icon: const Icon(Icons.delete_outline), + ), + ], + ), + body: Column( + children: [ + if (error != null) + _LoadFailed(error: error, onRetry: _retryLoad) + else if (!ready) + const LinearProgressIndicator(), + Expanded( + child: ListView.builder( + padding: const EdgeInsets.all(16), + itemCount: _turns.length, + itemBuilder: (context, i) => _Bubble(turn: _turns[i]), + ), + ), + if (_notice case final notice?) + Padding( + padding: const EdgeInsets.fromLTRB(16, 0, 16, 8), + child: Text( + notice, + style: theme.textTheme.bodySmall?.copyWith( + color: theme.colorScheme.error, + ), + ), + ), + SafeArea( + child: Padding( + padding: const EdgeInsets.fromLTRB(12, 0, 12, 12), + child: Row( + children: [ + Expanded( + child: TextField( + controller: _input, + enabled: ready && !_busy, + onSubmitted: (_) => _send(), + decoration: InputDecoration( + hintText: ready + ? 'Try: 12 times 12, then that times 3' + : error != null + ? 'No model loaded' + : 'Loading the model…', + border: const OutlineInputBorder(), + ), + ), + ), + const SizedBox(width: 8), + IconButton.filled( + onPressed: ready && !_busy ? _send : null, + icon: const Icon(Icons.send), + ), + ], + ), + ), + ), + ], + ), + ); + } +} + +/// Shown in place of the loading bar when the model could not be opened. +class _LoadFailed extends StatelessWidget { + const _LoadFailed({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Padding( + padding: const EdgeInsets.all(16), + child: Column( + children: [ + Text('The model did not load.\n$error', textAlign: TextAlign.center), + const SizedBox(height: 8), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ); + } +} + +class _Turn { + const _Turn(this.text, {required this.kind}); + + final String text; + final _TurnKind kind; +} + +/// One line of the transcript, drawn so the four kinds are told apart at a +/// glance. The two middle ones are the point of this screen. +class _Bubble extends StatelessWidget { + const _Bubble({required this.turn}); + + final _Turn turn; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + final scheme = theme.colorScheme; + final (label, colour) = switch (turn.kind) { + _TurnKind.user => (null, scheme.primaryContainer), + _TurnKind.model => (null, scheme.surfaceContainerHighest), + _TurnKind.toolCall => ('the model asked for', scheme.tertiaryContainer), + _TurnKind.toolResult => ( + 'your function answered', + scheme.secondaryContainer, + ), + }; + final mono = + turn.kind == _TurnKind.toolCall || turn.kind == _TurnKind.toolResult; + + return Align( + alignment: turn.kind == _TurnKind.user + ? Alignment.centerRight + : Alignment.centerLeft, + child: Container( + margin: const EdgeInsets.symmetric(vertical: 4), + padding: const EdgeInsets.symmetric(horizontal: 14, vertical: 10), + constraints: const BoxConstraints(maxWidth: 520), + decoration: BoxDecoration( + color: colour, + borderRadius: BorderRadius.circular(12), + ), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + mainAxisSize: MainAxisSize.min, + children: [ + if (label != null) ...[ + Text(label, style: theme.textTheme.labelSmall), + const SizedBox(height: 4), + ], + SelectableText( + turn.text, + style: mono + ? theme.textTheme.bodyMedium?.copyWith( + fontFamily: 'monospace', + ) + : null, + ), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/download_page.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/download_page.dart new file mode 100644 index 000000000..0e0ebf030 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/download_page.dart @@ -0,0 +1,138 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; + +import 'model.dart'; + +/// Installs the model file, reporting progress as it goes. +/// +/// Nothing here knows about tools: `installModel` takes the model's identity +/// (what it is) and `fromNetwork` takes the source (where the bytes are). A +/// function-calling model installs exactly like a text one — tools are a +/// property of the SESSION you open later, not of the file you download. +class DownloadPage extends StatefulWidget { + const DownloadPage({ + super.key, + required this.model, + required this.onInstalled, + }); + + final ModelChoice model; + + /// Called once the model is installed, so the app can move on. + final VoidCallback onInstalled; + + @override + State createState() => _DownloadPageState(); +} + +class _DownloadPageState extends State { + int _percent = 0; + bool _downloading = false; + Object? _error; + + Future _download() async { + setState(() { + _downloading = true; + _error = null; + }); + + try { + await FlutterGemma.installModel( + // What the model IS — used to pick the right chat template. + modelType: widget.model.modelType, + // Which runtime reads it. `.litertlm` routes to LiteRtLmEngine; + // the default is `task` (MediaPipe), so this line is load-bearing. + fileType: ModelFileType.litertlm, + ).fromNetwork(widget.model.url).withProgress((percent) { + if (mounted) setState(() => _percent = percent); + }).install(); + + if (mounted) widget.onInstalled(); + } catch (error) { + if (mounted) setState(() => _error = error); + } finally { + if (mounted) setState(() => _downloading = false); + } + } + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + + return Scaffold( + appBar: AppBar(title: const Text('Get the model')), + body: Center( + child: ConstrainedBox( + constraints: const BoxConstraints(maxWidth: 420), + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + crossAxisAlignment: CrossAxisAlignment.stretch, + children: [ + Text(widget.model.label, style: theme.textTheme.headlineSmall), + const SizedBox(height: 8), + Text( + '${widget.model.sizeLabel} — downloaded once, then it lives ' + 'on the device and runs with the network off.', + style: theme.textTheme.bodyMedium, + ), + const SizedBox(height: 24), + if (_downloading) ...[ + LinearProgressIndicator(value: _percent / 100), + const SizedBox(height: 8), + Text('$_percent%', textAlign: TextAlign.center), + ] else + FilledButton( + onPressed: _download, + child: const Text('Download model'), + ), + if (_error != null) ...[ + const SizedBox(height: 16), + _ErrorCard(error: _error!), + ], + ], + ), + ), + ), + ), + ); + } +} + +/// Says what failed, in the plugin's own words where it has any. +class _ErrorCard extends StatelessWidget { + const _ErrorCard({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + final theme = Theme.of(context); + // The plugin reports a failed download as a typed `DownloadException` + // wrapping a sealed `DownloadError`, so match on the type rather than + // sniffing the message for a status code. + final (title, body) = switch (error) { + DownloadException(:final error) => ( + 'Download failed', + error.toUserMessage(), + ), + _ => ('Download failed', '$error'), + }; + + return Card( + color: theme.colorScheme.errorContainer, + child: Padding( + padding: const EdgeInsets.all(16), + child: Column( + crossAxisAlignment: CrossAxisAlignment.start, + children: [ + Text(title, style: theme.textTheme.titleSmall), + const SizedBox(height: 8), + Text(body), + ], + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart new file mode 100644 index 000000000..67005a9c0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart @@ -0,0 +1,174 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_gemma/flutter_gemma.dart'; +import 'package:flutter_gemma_litertlm/flutter_gemma_litertlm.dart'; + +import 'chat_page.dart'; +import 'download_page.dart'; +import 'model.dart'; + +/// The model this step runs: 284 MB, and function calling is what it is for. +const _model = Models.functionGemma; + +Future main() async { + WidgetsFlutterBinding.ensureInitialized(); + + // Engines are fully opt-in: the core package registers none by itself. + // Without LiteRtLmEngine here, the first model call throws a StateError + // that tells you to add an engine package. + // + // No `huggingFaceToken:` — the repository this codelab installs from Step 2 + // on is ungated, so every `flutter run` is a plain `flutter run` with no + // `--dart-define`. (Step 1 is Getting Started's finished app unchanged, and + // it still runs that codelab's gated Gemma 3 1B.) + // + // Guarded, because every other failure in this app reaches the screen — the + // gate's error card, the chat's load error, the notice line — and this is the + // earliest one, so it is the one a learner meets first. Hot-restarting after + // adding a plugin throws `MissingPluginException` right here; unguarded, it + // never reaches `runApp` and the symptom is a blank window and a stack trace + // in a console nobody is looking at. + try { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + } catch (error) { + runApp(_StartupFailed(error: error)); + return; + } + + runApp(const FunctionCallingApp()); +} + +/// Shown in place of the app when `FlutterGemma.initialize` throws, so a +/// failure before the first frame is a sentence instead of a blank window. +class _StartupFailed extends StatelessWidget { + const _StartupFailed({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + home: Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Text( + 'flutter_gemma could not start.\n$error', + textAlign: TextAlign.center, + ), + ), + ), + ), + ); + } +} + +class FunctionCallingApp extends StatelessWidget { + const FunctionCallingApp({super.key}); + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + theme: ThemeData(colorSchemeSeed: Colors.indigo), + home: const ModelGate(model: _model), + ); + } +} + +/// Asks, on every cold start, whether the model is already installed. +/// +/// `install()` is idempotent, so the bytes are only ever fetched once. What a +/// drifted id costs you is this gate: it answers "no" forever, so the app +/// shows the download screen on every launch, the "download" there finishes +/// instantly, and you land straight back here. Delete the model with the chat's +/// delete button and relaunch to watch this branch flip back. +class ModelGate extends StatefulWidget { + const ModelGate({super.key, required this.model}); + + final ModelChoice model; + + @override + State createState() => _ModelGateState(); +} + +class _ModelGateState extends State { + late Future _installed = _check(); + + /// Installed is not the same as active. `getActiveModel` opens whichever + /// model was installed LAST, and this codelab's steps install two different + /// ones into a single application identity — so a run that finds the file + /// already here still has to say which model it means. `install()` is + /// idempotent: on a file already on disk it downloads nothing and just + /// records this model as the current one. + Future _check() async { + if (!await FlutterGemma.isModelInstalled(widget.model.fileName)) { + return false; + } + await FlutterGemma.installModel( + modelType: widget.model.modelType, + fileType: ModelFileType.litertlm, + ).fromNetwork(widget.model.url).install(); + return true; + } + + @override + Widget build(BuildContext context) { + return FutureBuilder( + future: _installed, + builder: (context, snapshot) { + if (snapshot.connectionState != ConnectionState.done) { + return const Scaffold( + body: Center(child: CircularProgressIndicator()), + ); + } + if (snapshot.hasError) { + // A FutureBuilder that ignores `hasError` renders the download + // screen as if nothing had gone wrong. Say what failed instead. + return _GateError( + error: snapshot.error!, + onRetry: () => setState(() => _installed = _check()), + ); + } + if (snapshot.data ?? false) { + return ChatPage( + model: widget.model, + onModelRemoved: () => setState(() => _installed = _check()), + ); + } + return DownloadPage( + model: widget.model, + onInstalled: () => setState(() => _installed = _check()), + ); + }, + ); + } +} + +/// Shown when the gate's own check fails, rather than falling through to the +/// download screen as if the answer had been "no". +class _GateError extends StatelessWidget { + const _GateError({required this.error, required this.onRetry}); + + final Object error; + final VoidCallback onRetry; + + @override + Widget build(BuildContext context) { + return Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Column( + mainAxisSize: MainAxisSize.min, + children: [ + Text('$error', textAlign: TextAlign.center), + const SizedBox(height: 12), + FilledButton(onPressed: onRetry, child: const Text('Try again')), + ], + ), + ), + ), + ); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/model.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/model.dart new file mode 100644 index 000000000..2cefb1425 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/model.dart @@ -0,0 +1,54 @@ +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// One model this app knows how to install. +/// +/// [fileName] doubles as the model's id: `FlutterGemma.isModelInstalled` takes +/// the file name the model was installed under, not a display name. +class ModelChoice { + const ModelChoice({ + required this.label, + required this.url, + required this.fileName, + required this.modelType, + required this.sizeLabel, + }); + + final String label; + final String url; + final String fileName; + + /// Which family's function-call format the SDK should read and write. + /// + /// This is not decoration. `ModelType.functionGemma` selects + /// `FunctionGemmaCallFormat`, which renders the tool declarations into a + /// developer turn and parses `call:name{…}` back out + /// again. Name a different family and the SDK writes a prompt these weights + /// were never trained on and looks for a call in a syntax they never emit — + /// so every turn comes back as plain text and nothing says why. + final ModelType modelType; + + final String sizeLabel; +} + +/// The one model this step ships. +/// +/// The repository is ungated, so nothing here needs a Hugging Face token and +/// no run needs `--dart-define`. +abstract final class Models { + /// A 270M model whose whole job is function calling. + /// + /// 284 MB — small enough to download while you read this page, and small + /// enough that it does very little else: ask it a general question and the + /// answer will be thin. That is the trade this step is making on purpose. + /// Calling a function is a narrow skill, and a model specialised for it can + /// be a fraction of the size of one that also has to hold a conversation. + static const functionGemma = ModelChoice( + label: 'FunctionGemma 270M', + url: + 'https://huggingface.co/sasha-denisov/function-gemma-270M-it/' + 'resolve/main/functiongemma-270M-it.litertlm', + fileName: 'functiongemma-270M-it.litertlm', + modelType: ModelType.functionGemma, + sizeLabel: '284 MB', + ); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/tools.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/tools.dart new file mode 100644 index 000000000..c37060c2e --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/tools.dart @@ -0,0 +1,71 @@ +import 'package:flutter_gemma/flutter_gemma.dart'; + +/// The one function this app lets the model ask for. +/// +/// A [Tool] is a DECLARATION and nothing else — a name, a description the +/// model reads, and a JSON Schema for the arguments. It holds no code and it +/// cannot run: the SDK renders this into the prompt and parses a call back +/// out, and running the call is the app's job. [runMultiply] below is the half +/// that actually computes something, and `chat_page.dart` is where the two are +/// wired together. +/// +/// Multiplication, because the answer is checkable. Ask a 270M model for +/// 1234 × 5678 and it will produce a confident number of about the right +/// length; ask it to call this instead and the number is exact, offline, and +/// you can verify it on a pocket calculator. A weather tool would demonstrate +/// the same mechanism and prove nothing about the answer. +const multiplyTool = Tool( + name: 'multiply', + // The model reads this. It is the only thing telling it WHEN to call — so + // "use this instead of working it out yourself" is instruction, not prose. + description: + 'Multiply two numbers and return the exact product. Use this for any ' + 'multiplication instead of working it out yourself.', + parameters: { + 'type': 'object', + 'properties': { + 'a': {'type': 'number', 'description': 'The first number.'}, + 'b': {'type': 'number', 'description': 'The second number.'}, + }, + 'required': ['a', 'b'], + }, +); + +/// Runs [multiplyTool] and returns the map the model will be shown. +/// +/// Everything this function returns becomes the model's only knowledge of what +/// happened, so the keys are part of the interface: `result` is what it will +/// read back to the user, and `error` is what it will apologise about. +Map runMultiply(Map args) { + final a = asNumber(args['a']); + final b = asNumber(args['b']); + if (a == null || b == null) { + // Returned, not thrown. A model wrote these arguments and a model can + // write nonsense; an error map is a turn it can read and correct on the + // next one, while an exception ends the conversation and takes the + // committed call with it. + return { + 'error': + 'multiply needs two numbers. Got a=${args['a']}, b=${args['b']}.', + }; + } + final product = a * b; + // `12 * 13` arriving as doubles comes back as `156.0`, and the model has to + // read that number out loud. Say 156. + return { + 'result': product is double && product == product.truncateToDouble() + ? product.toInt() + : product, + }; +} + +/// Arguments arrive as whatever JSON the model produced. +/// +/// It is trained to emit tool-call arguments as strings, so `"12"` is the +/// common case and `12` or `12.0` are the others. All three are the same +/// number and the app should not care which one it got. +num? asNumber(Object? value) => switch (value) { + final num n => n, + final String s => num.tryParse(s.trim()), + _ => null, +}; diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/.gitignore b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/.gitignore new file mode 100644 index 000000000..d3896c984 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/.gitignore @@ -0,0 +1 @@ +flutter/ephemeral diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/CMakeLists.txt new file mode 100644 index 000000000..f21ac7bae --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/CMakeLists.txt @@ -0,0 +1,128 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") +# The unique GTK application identifier for this application. See: +# https://wiki.gnome.org/HowDoI/ChooseApplicationID +set(APPLICATION_ID "dev.fluttergemma.functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(SET CMP0063 NEW) + +# Load bundled libraries from the lib/ directory relative to the binary. +set(CMAKE_INSTALL_RPATH "$ORIGIN/lib") + +# Root filesystem for cross-building. +if(FLUTTER_TARGET_PLATFORM_SYSROOT) + set(CMAKE_SYSROOT ${FLUTTER_TARGET_PLATFORM_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH ${CMAKE_SYSROOT}) + set(CMAKE_FIND_ROOT_PATH_MODE_PROGRAM NEVER) + set(CMAKE_FIND_ROOT_PATH_MODE_PACKAGE ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_LIBRARY ONLY) + set(CMAKE_FIND_ROOT_PATH_MODE_INCLUDE ONLY) +endif() + +# Define build configuration options. +if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") +endif() + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_14) + target_compile_options(${TARGET} PRIVATE -Wall -Werror) + target_compile_options(${TARGET} PRIVATE "$<$>:-O3>") + target_compile_definitions(${TARGET} PRIVATE "$<$>:NDEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) + +# Only the install-generated bundle's copy of the executable will launch +# correctly, since the resources must in the right relative locations. To avoid +# people trying to run the unbundled copy, put it in a subdirectory instead of +# the default top-level location. +set_target_properties(${BINARY_NAME} + PROPERTIES + RUNTIME_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}/intermediates_do_not_run" +) + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# By default, "installing" just makes a relocatable bundle in the build +# directory. +set(BUILD_BUNDLE_DIR "${PROJECT_BINARY_DIR}/bundle") +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +# Start with a clean build bundle directory every time. +install(CODE " + file(REMOVE_RECURSE \"${BUILD_BUNDLE_DIR}/\") + " COMPONENT Runtime) + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}/lib") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +foreach(bundled_library ${PLUGIN_BUNDLED_LIBRARIES}) + install(FILES "${bundled_library}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endforeach(bundled_library) + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/linux/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +if(NOT CMAKE_BUILD_TYPE MATCHES "Debug") + install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/CMakeLists.txt new file mode 100644 index 000000000..d5bd01648 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/CMakeLists.txt @@ -0,0 +1,88 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.10) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. + +# Serves the same purpose as list(TRANSFORM ... PREPEND ...), +# which isn't available in 3.10. +function(list_prepend LIST_NAME PREFIX) + set(NEW_LIST "") + foreach(element ${${LIST_NAME}}) + list(APPEND NEW_LIST "${PREFIX}${element}") + endforeach(element) + set(${LIST_NAME} "${NEW_LIST}" PARENT_SCOPE) +endfunction() + +# === Flutter Library === +# System-level dependencies. +find_package(PkgConfig REQUIRED) +pkg_check_modules(GTK REQUIRED IMPORTED_TARGET gtk+-3.0) +pkg_check_modules(GLIB REQUIRED IMPORTED_TARGET glib-2.0) +pkg_check_modules(GIO REQUIRED IMPORTED_TARGET gio-2.0) + +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/libflutter_linux_gtk.so") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/lib/libapp.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "fl_basic_message_channel.h" + "fl_binary_codec.h" + "fl_binary_messenger.h" + "fl_dart_project.h" + "fl_engine.h" + "fl_json_message_codec.h" + "fl_json_method_codec.h" + "fl_message_codec.h" + "fl_method_call.h" + "fl_method_channel.h" + "fl_method_codec.h" + "fl_method_response.h" + "fl_plugin_registrar.h" + "fl_plugin_registry.h" + "fl_standard_message_codec.h" + "fl_standard_method_codec.h" + "fl_string_codec.h" + "fl_value.h" + "fl_view.h" + "flutter_linux.h" +) +list_prepend(FLUTTER_LIBRARY_HEADERS "${EPHEMERAL_DIR}/flutter_linux/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}") +target_link_libraries(flutter INTERFACE + PkgConfig::GTK + PkgConfig::GLIB + PkgConfig::GIO +) +add_dependencies(flutter flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CMAKE_CURRENT_BINARY_DIR}/_phony_ + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.sh" + ${FLUTTER_TARGET_PLATFORM} ${CMAKE_BUILD_TYPE} + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} +) diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..198e9645a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugin_registrant.cc @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include + +void fl_register_plugins(FlPluginRegistry* registry) { + g_autoptr(FlPluginRegistrar) flutter_gemma_registrar = + fl_plugin_registry_get_registrar_for_plugin(registry, "FlutterGemmaPlugin"); + flutter_gemma_plugin_register_with_registrar(flutter_gemma_registrar); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..e0f0a47bc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void fl_register_plugins(FlPluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugins.cmake new file mode 100644 index 000000000..3b0705d0f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/flutter/generated_plugins.cmake @@ -0,0 +1,25 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/linux plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/linux plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/CMakeLists.txt new file mode 100644 index 000000000..e97dabc70 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/CMakeLists.txt @@ -0,0 +1,26 @@ +cmake_minimum_required(VERSION 3.13) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} + "main.cc" + "my_application.cc" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the application ID. +add_definitions(-DAPPLICATION_ID="${APPLICATION_ID}") + +# Add dependency libraries. Add any application-specific dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter) +target_link_libraries(${BINARY_NAME} PRIVATE PkgConfig::GTK) + +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/main.cc b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/main.cc new file mode 100644 index 000000000..e7c5c5437 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/main.cc @@ -0,0 +1,6 @@ +#include "my_application.h" + +int main(int argc, char** argv) { + g_autoptr(MyApplication) app = my_application_new(); + return g_application_run(G_APPLICATION(app), argc, argv); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/my_application.cc b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/my_application.cc new file mode 100644 index 000000000..917c019cf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/my_application.cc @@ -0,0 +1,148 @@ +#include "my_application.h" + +#include +#ifdef GDK_WINDOWING_X11 +#include +#endif + +#include "flutter/generated_plugin_registrant.h" + +struct _MyApplication { + GtkApplication parent_instance; + char** dart_entrypoint_arguments; +}; + +G_DEFINE_TYPE(MyApplication, my_application, GTK_TYPE_APPLICATION) + +// Called when first Flutter frame received. +static void first_frame_cb(MyApplication* self, FlView* view) { + gtk_widget_show(gtk_widget_get_toplevel(GTK_WIDGET(view))); +} + +// Implements GApplication::activate. +static void my_application_activate(GApplication* application) { + MyApplication* self = MY_APPLICATION(application); + GtkWindow* window = + GTK_WINDOW(gtk_application_window_new(GTK_APPLICATION(application))); + + // Use a header bar when running in GNOME as this is the common style used + // by applications and is the setup most users will be using (e.g. Ubuntu + // desktop). + // If running on X and not using GNOME then just use a traditional title bar + // in case the window manager does more exotic layout, e.g. tiling. + // If running on Wayland assume the header bar will work (may need changing + // if future cases occur). + gboolean use_header_bar = TRUE; +#ifdef GDK_WINDOWING_X11 + GdkScreen* screen = gtk_window_get_screen(window); + if (GDK_IS_X11_SCREEN(screen)) { + const gchar* wm_name = gdk_x11_screen_get_window_manager_name(screen); + if (g_strcmp0(wm_name, "GNOME Shell") != 0) { + use_header_bar = FALSE; + } + } +#endif + if (use_header_bar) { + GtkHeaderBar* header_bar = GTK_HEADER_BAR(gtk_header_bar_new()); + gtk_widget_show(GTK_WIDGET(header_bar)); + gtk_header_bar_set_title(header_bar, "Gemma Function Calling"); + gtk_header_bar_set_show_close_button(header_bar, TRUE); + gtk_window_set_titlebar(window, GTK_WIDGET(header_bar)); + } else { + gtk_window_set_title(window, "Gemma Function Calling"); + } + + gtk_window_set_default_size(window, 1280, 720); + + g_autoptr(FlDartProject) project = fl_dart_project_new(); + fl_dart_project_set_dart_entrypoint_arguments( + project, self->dart_entrypoint_arguments); + + FlView* view = fl_view_new(project); + GdkRGBA background_color; + // Background defaults to black, override it here if necessary, e.g. #00000000 + // for transparent. + gdk_rgba_parse(&background_color, "#000000"); + fl_view_set_background_color(view, &background_color); + gtk_widget_show(GTK_WIDGET(view)); + gtk_container_add(GTK_CONTAINER(window), GTK_WIDGET(view)); + + // Show the window when Flutter renders. + // Requires the view to be realized so we can start rendering. + g_signal_connect_swapped(view, "first-frame", G_CALLBACK(first_frame_cb), + self); + gtk_widget_realize(GTK_WIDGET(view)); + + fl_register_plugins(FL_PLUGIN_REGISTRY(view)); + + gtk_widget_grab_focus(GTK_WIDGET(view)); +} + +// Implements GApplication::local_command_line. +static gboolean my_application_local_command_line(GApplication* application, + gchar*** arguments, + int* exit_status) { + MyApplication* self = MY_APPLICATION(application); + // Strip out the first argument as it is the binary name. + self->dart_entrypoint_arguments = g_strdupv(*arguments + 1); + + g_autoptr(GError) error = nullptr; + if (!g_application_register(application, nullptr, &error)) { + g_warning("Failed to register: %s", error->message); + *exit_status = 1; + return TRUE; + } + + g_application_activate(application); + *exit_status = 0; + + return TRUE; +} + +// Implements GApplication::startup. +static void my_application_startup(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application startup. + + G_APPLICATION_CLASS(my_application_parent_class)->startup(application); +} + +// Implements GApplication::shutdown. +static void my_application_shutdown(GApplication* application) { + // MyApplication* self = MY_APPLICATION(object); + + // Perform any actions required at application shutdown. + + G_APPLICATION_CLASS(my_application_parent_class)->shutdown(application); +} + +// Implements GObject::dispose. +static void my_application_dispose(GObject* object) { + MyApplication* self = MY_APPLICATION(object); + g_clear_pointer(&self->dart_entrypoint_arguments, g_strfreev); + G_OBJECT_CLASS(my_application_parent_class)->dispose(object); +} + +static void my_application_class_init(MyApplicationClass* klass) { + G_APPLICATION_CLASS(klass)->activate = my_application_activate; + G_APPLICATION_CLASS(klass)->local_command_line = + my_application_local_command_line; + G_APPLICATION_CLASS(klass)->startup = my_application_startup; + G_APPLICATION_CLASS(klass)->shutdown = my_application_shutdown; + G_OBJECT_CLASS(klass)->dispose = my_application_dispose; +} + +static void my_application_init(MyApplication* self) {} + +MyApplication* my_application_new() { + // Set the program name to the application ID, which helps various systems + // like GTK and desktop environments map this running application to its + // corresponding .desktop file. This ensures better integration by allowing + // the application to be recognized beyond its binary name. + g_set_prgname(APPLICATION_ID); + + return MY_APPLICATION(g_object_new(my_application_get_type(), + "application-id", APPLICATION_ID, "flags", + G_APPLICATION_NON_UNIQUE, nullptr)); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/my_application.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/my_application.h new file mode 100644 index 000000000..db16367a7 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/linux/runner/my_application.h @@ -0,0 +1,21 @@ +#ifndef FLUTTER_MY_APPLICATION_H_ +#define FLUTTER_MY_APPLICATION_H_ + +#include + +G_DECLARE_FINAL_TYPE(MyApplication, + my_application, + MY, + APPLICATION, + GtkApplication) + +/** + * my_application_new: + * + * Creates a new Flutter-based application. + * + * Returns: a new #MyApplication. + */ +MyApplication* my_application_new(); + +#endif // FLUTTER_MY_APPLICATION_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/.gitignore b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/.gitignore new file mode 100644 index 000000000..746adbb6b --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/.gitignore @@ -0,0 +1,7 @@ +# Flutter-related +**/Flutter/ephemeral/ +**/Pods/ + +# Xcode-related +**/dgph +**/xcuserdata/ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/Flutter-Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/Flutter-Debug.xcconfig new file mode 100644 index 000000000..4b81f9b2d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/Flutter-Debug.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/Flutter-Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/Flutter-Release.xcconfig new file mode 100644 index 000000000..5caa9d157 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/Flutter-Release.xcconfig @@ -0,0 +1,2 @@ +#include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig" +#include "ephemeral/Flutter-Generated.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/GeneratedPluginRegistrant.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/GeneratedPluginRegistrant.swift new file mode 100644 index 000000000..0be86a9b4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Flutter/GeneratedPluginRegistrant.swift @@ -0,0 +1,18 @@ +// +// Generated file. Do not edit. +// + +import FlutterMacOS +import Foundation + +import connectivity_plus +import flutter_gemma +import large_file_handler +import shared_preferences_foundation + +func RegisterGeneratedPlugins(registry: FlutterPluginRegistry) { + ConnectivityPlusPlugin.register(with: registry.registrar(forPlugin: "ConnectivityPlusPlugin")) + FlutterGemmaPlugin.register(with: registry.registrar(forPlugin: "FlutterGemmaPlugin")) + LargeFileHandlerPlugin.register(with: registry.registrar(forPlugin: "LargeFileHandlerPlugin")) + SharedPreferencesPlugin.register(with: registry.registrar(forPlugin: "SharedPreferencesPlugin")) +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Podfile b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Podfile new file mode 100644 index 000000000..32aafe8bf --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Podfile @@ -0,0 +1,98 @@ +platform :osx, '12.0' + +# CocoaPods analytics sends network stats synchronously affecting flutter build latency. +ENV['COCOAPODS_DISABLE_STATS'] = 'true' + +project 'Runner', { + 'Debug' => :debug, + 'Profile' => :release, + 'Release' => :release, +} + +def flutter_root + generated_xcode_build_settings_path = File.expand_path(File.join('..', 'Flutter', 'ephemeral', 'Flutter-Generated.xcconfig'), __FILE__) + unless File.exist?(generated_xcode_build_settings_path) + raise "#{generated_xcode_build_settings_path} must exist. If you're running pod install manually, make sure \"flutter pub get\" is executed first" + end + + File.foreach(generated_xcode_build_settings_path) do |line| + matches = line.match(/FLUTTER_ROOT\=(.*)/) + return matches[1].strip if matches + end + raise "FLUTTER_ROOT not found in #{generated_xcode_build_settings_path}. Try deleting Flutter-Generated.xcconfig, then run \"flutter pub get\"" +end + +require File.expand_path(File.join('packages', 'flutter_tools', 'bin', 'podhelper'), flutter_root) + +flutter_macos_podfile_setup + +target 'Runner' do + use_frameworks! + + flutter_install_all_macos_pods File.dirname(File.realpath(__FILE__)) + target 'RunnerTests' do + inherit! :search_paths + end +end +post_install do |installer| + installer.pods_project.targets.each do |target| + flutter_additional_macos_build_settings(target) + end + + # flutter_gemma: stage the upstream Apple companion dylibs into the built + # .app. `hook/build.dart` deliberately skips them from Native Assets on macOS + # (#247 — Google ships them without `-Wl,-headerpad_max_install_names`, so the + # JIT bundling path cannot rewrite their install_name), which leaves this + # build phase to stage them. + # + # The phase only LOCATES and RUNS a script; the staging logic itself lives in + # flutter_gemma_litertlm and is delivered next to the dylibs it stages. That + # is deliberate: this block is frozen into your Xcode project, and a copy of + # the logic frozen there cannot be fixed by upgrading the package. + installer.aggregate_targets.each do |aggregate_target| + aggregate_target.user_targets.each do |user_target| + phase_name = '[flutter_gemma] Setup LiteRT-LM macOS' + + # Only the app target embeds the Frameworks/ this phase patches. + # RunnerTests inherits Runner's framework search paths and has no + # Contents/Frameworks of its own — having the phase there creates a + # cross-target dependency on Runner's framework output that Xcode reports + # as "Cycle inside Flutter Assemble" (#300). Remove any stale copy from + # non-app targets and skip them. + unless user_target.name == 'Runner' + user_target.build_phases + .select { |p| p.respond_to?(:name) && p.name == phase_name } + .each { |p| user_target.build_phases.delete(p) } + next + end + + existing = user_target.shell_script_build_phases.find { |p| p.name == phase_name } + phase = existing || user_target.new_shell_script_build_phase(phase_name) + # The embedded LiteRtLm binary is an INPUT so the phase re-runs whenever + # Flutter's always-out-of-date `embed` phase re-copies the raw, unpatched + # binary over the patched one. Without it Xcode caches the phase after the + # first build and the second incremental build ships an unpatched + # LiteRtLm that fails dlopen at runtime (#368). + phase.input_paths = [ + '$(BUILT_PRODUCTS_DIR)/$(PRODUCT_NAME).app/Contents/Frameworks/LiteRtLm.framework/Versions/A/LiteRtLm', + ] + # A declared output lets Xcode order the phase in its dependency graph + # instead of treating it as "runs every build with no outputs" — the other + # half of the cycle warning (#300). 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a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist new file mode 100644 index 000000000..18d981003 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist @@ -0,0 +1,8 @@ + + + + + IDEDidComputeMac32BitWarning + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/AppDelegate.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/AppDelegate.swift new file mode 100644 index 000000000..b3c176141 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/AppDelegate.swift @@ -0,0 +1,13 @@ +import Cocoa +import FlutterMacOS + +@main +class AppDelegate: FlutterAppDelegate { + override func applicationShouldTerminateAfterLastWindowClosed(_ sender: NSApplication) -> Bool { + return true + } + + override func applicationSupportsSecureRestorableState(_ app: NSApplication) -> Bool { + return true + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json new file mode 100644 index 000000000..a2ec33f19 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json @@ -0,0 +1,68 @@ +{ + "images" : [ + { + "size" : "16x16", + "idiom" : "mac", + "filename" : "app_icon_16.png", + "scale" : "1x" + }, + { + "size" : "16x16", + "idiom" : "mac", + "filename" : "app_icon_32.png", + "scale" : "2x" + }, + { + "size" : "32x32", + "idiom" : "mac", + "filename" : "app_icon_32.png", + "scale" : "1x" + }, + { + "size" : 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/AppInfo.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/AppInfo.xcconfig new file mode 100644 index 000000000..0fcdf0410 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/AppInfo.xcconfig @@ -0,0 +1,14 @@ +// Application-level settings for the Runner target. +// +// This may be replaced with something auto-generated from metadata (e.g., pubspec.yaml) in the +// future. If not, the values below would default to using the project name when this becomes a +// 'flutter create' template. + +// The application's name. By default this is also the title of the Flutter window. +PRODUCT_NAME = Gemma Function Calling + +// The application's bundle identifier +PRODUCT_BUNDLE_IDENTIFIER = dev.fluttergemma.functioncalling + +// The copyright displayed in application information +PRODUCT_COPYRIGHT = Copyright © 2026 dev.fluttergemma. All rights reserved. diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Debug.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Debug.xcconfig new file mode 100644 index 000000000..36b0fd946 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Debug.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Debug.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Release.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Release.xcconfig new file mode 100644 index 000000000..dff4f4956 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Release.xcconfig @@ -0,0 +1,2 @@ +#include "../../Flutter/Flutter-Release.xcconfig" +#include "Warnings.xcconfig" diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Warnings.xcconfig b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Warnings.xcconfig new file mode 100644 index 000000000..42bcbf478 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Configs/Warnings.xcconfig @@ -0,0 +1,13 @@ +WARNING_CFLAGS = -Wall -Wconditional-uninitialized -Wnullable-to-nonnull-conversion -Wmissing-method-return-type -Woverlength-strings +GCC_WARN_UNDECLARED_SELECTOR = YES +CLANG_UNDEFINED_BEHAVIOR_SANITIZER_NULLABILITY = YES +CLANG_WARN_UNGUARDED_AVAILABILITY = YES_AGGRESSIVE +CLANG_WARN__DUPLICATE_METHOD_MATCH = YES +CLANG_WARN_PRAGMA_PACK = YES +CLANG_WARN_STRICT_PROTOTYPES = YES +CLANG_WARN_COMMA = YES +GCC_WARN_STRICT_SELECTOR_MATCH = YES +CLANG_WARN_OBJC_REPEATED_USE_OF_WEAK = YES +CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES +GCC_WARN_SHADOW = YES +CLANG_WARN_UNREACHABLE_CODE = YES diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/DebugProfile.entitlements b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/DebugProfile.entitlements new file mode 100644 index 000000000..8eb23d1c4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/DebugProfile.entitlements @@ -0,0 +1,16 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.allow-jit + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + com.apple.security.network.server + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Info.plist b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Info.plist new file mode 100644 index 000000000..4789daa6a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Info.plist @@ -0,0 +1,32 @@ + + + + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIconFile + + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + $(PRODUCT_NAME) + CFBundlePackageType + APPL + CFBundleShortVersionString + $(FLUTTER_BUILD_NAME) + CFBundleVersion + $(FLUTTER_BUILD_NUMBER) + LSMinimumSystemVersion + $(MACOSX_DEPLOYMENT_TARGET) + NSHumanReadableCopyright + $(PRODUCT_COPYRIGHT) + NSMainNibFile + MainMenu + NSPrincipalClass + NSApplication + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/MainFlutterWindow.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/MainFlutterWindow.swift new file mode 100644 index 000000000..3cc05eb23 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/MainFlutterWindow.swift @@ -0,0 +1,15 @@ +import Cocoa +import FlutterMacOS + +class MainFlutterWindow: NSWindow { + override func awakeFromNib() { + let flutterViewController = FlutterViewController() + let windowFrame = self.frame + self.contentViewController = flutterViewController + self.setFrame(windowFrame, display: true) + + RegisterGeneratedPlugins(registry: flutterViewController) + + super.awakeFromNib() + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Release.entitlements b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Release.entitlements new file mode 100644 index 000000000..d7c971d31 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/Runner/Release.entitlements @@ -0,0 +1,12 @@ + + + + + com.apple.security.app-sandbox + + com.apple.security.cs.disable-library-validation + + com.apple.security.network.client + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/RunnerTests/RunnerTests.swift b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/RunnerTests/RunnerTests.swift new file mode 100644 index 000000000..61f3bd1fc --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/macos/RunnerTests/RunnerTests.swift @@ -0,0 +1,12 @@ +import Cocoa +import FlutterMacOS +import XCTest + +class RunnerTests: XCTestCase { + + func testExample() { + // If you add code to the Runner application, consider adding tests here. + // See https://developer.apple.com/documentation/xctest for more information about using XCTest. + } + +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/pubspec.yaml b/codelabs/function-calling-flutter-gemma/step_03_the_loop/pubspec.yaml new file mode 100644 index 000000000..324dd18bb --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/pubspec.yaml @@ -0,0 +1,97 @@ +name: gemma_quickstart +description: "A new Flutter project." +# The following line prevents the package from being accidentally published to +# pub.dev using `flutter pub publish`. This is preferred for private packages. +publish_to: 'none' # Remove this line if you wish to publish to pub.dev + +# The following defines the version and build number for your application. +# A version number is three numbers separated by dots, like 1.2.43 +# followed by an optional build number separated by a +. +# Both the version and the builder number may be overridden in flutter +# build by specifying --build-name and --build-number, respectively. +# In Android, build-name is used as versionName while build-number used as versionCode. +# Read more about Android versioning at https://developer.android.com/studio/publish/versioning +# In iOS, build-name is used as CFBundleShortVersionString while build-number is used as CFBundleVersion. +# Read more about iOS versioning at +# https://developer.apple.com/library/archive/documentation/General/Reference/InfoPlistKeyReference/Articles/CoreFoundationKeys.html +# In Windows, build-name is used as the major, minor, and patch parts +# of the product and file versions while build-number is used as the build suffix. +version: 1.0.0+1 + +environment: + sdk: ^3.12.0 + +# Dependencies specify other packages that your package needs in order to work. +# To automatically upgrade your package dependencies to the latest versions +# consider running `flutter pub upgrade --major-versions`. Alternatively, +# dependencies can be manually updated by changing the version numbers below to +# the latest version available on pub.dev. To see which dependencies have newer +# versions available, run `flutter pub outdated`. +dependencies: + flutter: + sdk: flutter + + # The following adds the Cupertino Icons font to your application. + # Use with the CupertinoIcons class for iOS style icons. + cupertino_icons: ^1.0.8 + + # The engine-agnostic core: registry, install/runtime API, chat. + flutter_gemma: ^1.7.1 + # The .litertlm inference engine. Engines are opt-in — core + # registers none, so this package must be added explicitly. + flutter_gemma_litertlm: ^1.6.2 + +dev_dependencies: + flutter_test: + sdk: flutter + integration_test: + sdk: flutter + + # The "flutter_lints" package below contains a set of recommended lints to + # encourage good coding practices. The lint set provided by the package is + # activated in the `analysis_options.yaml` file located at the root of your + # package. See that file for information about deactivating specific lint + # rules and activating additional ones. + flutter_lints: ^6.0.0 + +# For information on the generic Dart part of this file, see the +# following page: https://dart.dev/tools/pub/pubspec + +# The following section is specific to Flutter packages. +flutter: + + # The following line ensures that the Material Icons font is + # included with your application, so that you can use the icons in + # the material Icons class. + uses-material-design: true + + # To add assets to your application, add an assets section, like this: + # assets: + # - images/a_dot_burr.jpeg + # - images/a_dot_ham.jpeg + + # An image asset can refer to one or more resolution-specific "variants", see + # https://flutter.dev/to/resolution-aware-images + + # For details regarding adding assets from package dependencies, see + # https://flutter.dev/to/asset-from-package + + # To add custom fonts to your application, add a fonts section here, + # in this "flutter" section. Each entry in this list should have a + # "family" key with the font family name, and a "fonts" key with a + # list giving the asset and other descriptors for the font. For + # example: + # fonts: + # - family: Schyler + # fonts: + # - asset: fonts/Schyler-Regular.ttf + # - asset: fonts/Schyler-Italic.ttf + # style: italic + # - family: Trajan Pro + # fonts: + # - asset: fonts/TrajanPro.ttf + # - asset: fonts/TrajanPro_Bold.ttf + # weight: 700 + # + # For details regarding fonts from package dependencies, + # see https://flutter.dev/to/font-from-package diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/test/widget_test.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/test/widget_test.dart new file mode 100644 index 000000000..5ef21261c --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/test/widget_test.dart @@ -0,0 +1,68 @@ +import 'package:flutter/material.dart'; +import 'package:flutter_test/flutter_test.dart'; +import 'package:gemma_quickstart/download_page.dart'; +import 'package:gemma_quickstart/model.dart'; +import 'package:gemma_quickstart/tools.dart'; + +void main() { + // `isModelInstalled` is keyed by file name. `install()` skips bytes it + // already has, so a name that drifts from its URL does not re-download — it + // strands the app on a download screen the gate is never satisfied by. + test('the model id matches the last segment of its URL', () { + const model = Models.functionGemma; + expect(model.fileName, model.url.split('/').last, reason: model.label); + }); + + // The declaration is the model's only description of the function, so its + // shape is part of the app's behaviour and not a comment. A renamed + // parameter here is a call the app cannot answer. + test('the tool declares the two arguments the runner reads', () { + expect(multiplyTool.name, 'multiply'); + final properties = + multiplyTool.parameters['properties'] as Map; + expect(properties.keys, containsAll(['a', 'b'])); + expect(multiplyTool.parameters['required'], ['a', 'b']); + }); + + group('runMultiply answers whatever the model wrote', () { + // The model is trained to emit arguments as strings, so this is the + // ordinary case, not the exotic one. + test('strings', () { + expect(runMultiply({'a': '1234', 'b': '5678'}), {'result': 7006652}); + }); + + test('numbers', () { + expect(runMultiply({'a': 12, 'b': 13}), {'result': 156}); + }); + + // An integer product that arrives as doubles must not be read back to the + // user as "156.0". + test('doubles that are whole numbers come back whole', () { + expect(runMultiply({'a': 12.0, 'b': 13.0}), {'result': 156}); + }); + + test('a genuine fraction stays one', () { + expect(runMultiply({'a': 0.5, 'b': 3}), {'result': 1.5}); + }); + + // Returned, not thrown: the model has to be able to read this and try + // again, and an exception would end the turn instead. + test('nonsense is an error map, not an exception', () { + final answer = runMultiply({'a': 'twelve', 'b': 13}); + expect(answer.containsKey('error'), isTrue); + expect(answer.containsKey('result'), isFalse); + }); + }); + + testWidgets('the download screen offers the model before any plugin call', ( + tester, + ) async { + await tester.pumpWidget( + MaterialApp( + home: DownloadPage(model: Models.functionGemma, onInstalled: () {}), + ), + ); + expect(find.text('FunctionGemma 270M'), findsOneWidget); + expect(find.text('Download model'), findsOneWidget); + }); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/web/favicon.png b/codelabs/function-calling-flutter-gemma/step_03_the_loop/web/favicon.png new file mode 100644 index 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".", + "display": "standalone", + "background_color": "#0175C2", + "theme_color": "#0175C2", + "description": "A new Flutter project.", + "orientation": "portrait-primary", + "prefer_related_applications": false, + "icons": [ + { + "src": "icons/Icon-192.png", + "sizes": "192x192", + "type": "image/png" + }, + { + "src": "icons/Icon-512.png", + "sizes": "512x512", + "type": "image/png" + }, + { + "src": "icons/Icon-maskable-192.png", + "sizes": "192x192", + "type": "image/png", + "purpose": "maskable" + }, + { + "src": "icons/Icon-maskable-512.png", + "sizes": "512x512", + "type": "image/png", + "purpose": "maskable" + } + ] +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/.gitignore b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/.gitignore new file mode 100644 index 000000000..d492d0d98 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/.gitignore @@ -0,0 +1,17 @@ +flutter/ephemeral/ + +# Visual Studio user-specific files. +*.suo +*.user +*.userosscache +*.sln.docstates + +# Visual Studio build-related files. +x64/ +x86/ + +# Visual Studio cache files +# files ending in .cache can be ignored +*.[Cc]ache +# but keep track of directories ending in .cache +!*.[Cc]ache/ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/CMakeLists.txt new file mode 100644 index 000000000..ed760319f --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/CMakeLists.txt @@ -0,0 +1,108 @@ +# Project-level configuration. +cmake_minimum_required(VERSION 3.14) +project(functioncalling LANGUAGES CXX) + +# The name of the executable created for the application. Change this to change +# the on-disk name of your application. +set(BINARY_NAME "functioncalling") + +# Explicitly opt in to modern CMake behaviors to avoid warnings with recent +# versions of CMake. +cmake_policy(VERSION 3.14...3.25) + +# Define build configuration option. +get_property(IS_MULTICONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG) +if(IS_MULTICONFIG) + set(CMAKE_CONFIGURATION_TYPES "Debug;Profile;Release" + CACHE STRING "" FORCE) +else() + if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE "Debug" CACHE + STRING "Flutter build mode" FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS + "Debug" "Profile" "Release") + endif() +endif() +# Define settings for the Profile build mode. +set(CMAKE_EXE_LINKER_FLAGS_PROFILE "${CMAKE_EXE_LINKER_FLAGS_RELEASE}") +set(CMAKE_SHARED_LINKER_FLAGS_PROFILE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE}") +set(CMAKE_C_FLAGS_PROFILE "${CMAKE_C_FLAGS_RELEASE}") +set(CMAKE_CXX_FLAGS_PROFILE "${CMAKE_CXX_FLAGS_RELEASE}") + +# Use Unicode for all projects. +add_definitions(-DUNICODE -D_UNICODE) + +# Compilation settings that should be applied to most targets. +# +# Be cautious about adding new options here, as plugins use this function by +# default. In most cases, you should add new options to specific targets instead +# of modifying this function. +function(APPLY_STANDARD_SETTINGS TARGET) + target_compile_features(${TARGET} PUBLIC cxx_std_17) + target_compile_options(${TARGET} PRIVATE /W4 /WX /wd"4100") + target_compile_options(${TARGET} PRIVATE /EHsc) + target_compile_definitions(${TARGET} PRIVATE "_HAS_EXCEPTIONS=0") + target_compile_definitions(${TARGET} PRIVATE "$<$:_DEBUG>") +endfunction() + +# Flutter library and tool build rules. +set(FLUTTER_MANAGED_DIR "${CMAKE_CURRENT_SOURCE_DIR}/flutter") +add_subdirectory(${FLUTTER_MANAGED_DIR}) + +# Application build; see runner/CMakeLists.txt. +add_subdirectory("runner") + + +# Generated plugin build rules, which manage building the plugins and adding +# them to the application. +include(flutter/generated_plugins.cmake) + + +# === Installation === +# Support files are copied into place next to the executable, so that it can +# run in place. This is done instead of making a separate bundle (as on Linux) +# so that building and running from within Visual Studio will work. +set(BUILD_BUNDLE_DIR "$") +# Make the "install" step default, as it's required to run. +set(CMAKE_VS_INCLUDE_INSTALL_TO_DEFAULT_BUILD 1) +if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) + set(CMAKE_INSTALL_PREFIX "${BUILD_BUNDLE_DIR}" CACHE PATH "..." FORCE) +endif() + +set(INSTALL_BUNDLE_DATA_DIR "${CMAKE_INSTALL_PREFIX}/data") +set(INSTALL_BUNDLE_LIB_DIR "${CMAKE_INSTALL_PREFIX}") + +install(TARGETS ${BINARY_NAME} RUNTIME DESTINATION "${CMAKE_INSTALL_PREFIX}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_ICU_DATA_FILE}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + COMPONENT Runtime) + +install(FILES "${FLUTTER_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +if(PLUGIN_BUNDLED_LIBRARIES) + install(FILES "${PLUGIN_BUNDLED_LIBRARIES}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) +endif() + +# Copy the native assets provided by the build.dart from all packages. +set(NATIVE_ASSETS_DIR "${PROJECT_BUILD_DIR}native_assets/windows/") +install(DIRECTORY "${NATIVE_ASSETS_DIR}" + DESTINATION "${INSTALL_BUNDLE_LIB_DIR}" + COMPONENT Runtime) + +# Fully re-copy the assets directory on each build to avoid having stale files +# from a previous install. +set(FLUTTER_ASSET_DIR_NAME "flutter_assets") +install(CODE " + file(REMOVE_RECURSE \"${INSTALL_BUNDLE_DATA_DIR}/${FLUTTER_ASSET_DIR_NAME}\") + " COMPONENT Runtime) +install(DIRECTORY "${PROJECT_BUILD_DIR}/${FLUTTER_ASSET_DIR_NAME}" + DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" COMPONENT Runtime) + +# Install the AOT library on non-Debug builds only. +install(FILES "${AOT_LIBRARY}" DESTINATION "${INSTALL_BUNDLE_DATA_DIR}" + CONFIGURATIONS Profile;Release + COMPONENT Runtime) diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/CMakeLists.txt new file mode 100644 index 000000000..903f4899d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/CMakeLists.txt @@ -0,0 +1,109 @@ +# This file controls Flutter-level build steps. It should not be edited. +cmake_minimum_required(VERSION 3.14) + +set(EPHEMERAL_DIR "${CMAKE_CURRENT_SOURCE_DIR}/ephemeral") + +# Configuration provided via flutter tool. +include(${EPHEMERAL_DIR}/generated_config.cmake) + +# TODO: Move the rest of this into files in ephemeral. See +# https://github.com/flutter/flutter/issues/57146. +set(WRAPPER_ROOT "${EPHEMERAL_DIR}/cpp_client_wrapper") + +# Set fallback configurations for older versions of the flutter tool. +if (NOT DEFINED FLUTTER_TARGET_PLATFORM) + set(FLUTTER_TARGET_PLATFORM "windows-x64") +endif() + +# === Flutter Library === +set(FLUTTER_LIBRARY "${EPHEMERAL_DIR}/flutter_windows.dll") + +# Published to parent scope for install step. +set(FLUTTER_LIBRARY ${FLUTTER_LIBRARY} PARENT_SCOPE) +set(FLUTTER_ICU_DATA_FILE "${EPHEMERAL_DIR}/icudtl.dat" PARENT_SCOPE) +set(PROJECT_BUILD_DIR "${PROJECT_DIR}/build/" PARENT_SCOPE) +set(AOT_LIBRARY "${PROJECT_DIR}/build/windows/app.so" PARENT_SCOPE) + +list(APPEND FLUTTER_LIBRARY_HEADERS + "flutter_export.h" + "flutter_windows.h" + "flutter_messenger.h" + "flutter_plugin_registrar.h" + "flutter_texture_registrar.h" +) +list(TRANSFORM FLUTTER_LIBRARY_HEADERS PREPEND "${EPHEMERAL_DIR}/") +add_library(flutter INTERFACE) +target_include_directories(flutter INTERFACE + "${EPHEMERAL_DIR}" +) +target_link_libraries(flutter INTERFACE "${FLUTTER_LIBRARY}.lib") +add_dependencies(flutter flutter_assemble) + +# === Wrapper === +list(APPEND CPP_WRAPPER_SOURCES_CORE + "core_implementations.cc" + "standard_codec.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_CORE PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_PLUGIN + "plugin_registrar.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_PLUGIN PREPEND "${WRAPPER_ROOT}/") +list(APPEND CPP_WRAPPER_SOURCES_APP + "flutter_engine.cc" + "flutter_view_controller.cc" +) +list(TRANSFORM CPP_WRAPPER_SOURCES_APP PREPEND "${WRAPPER_ROOT}/") + +# Wrapper sources needed for a plugin. +add_library(flutter_wrapper_plugin STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} +) +apply_standard_settings(flutter_wrapper_plugin) +set_target_properties(flutter_wrapper_plugin PROPERTIES + POSITION_INDEPENDENT_CODE ON) +set_target_properties(flutter_wrapper_plugin PROPERTIES + CXX_VISIBILITY_PRESET hidden) +target_link_libraries(flutter_wrapper_plugin PUBLIC flutter) +target_include_directories(flutter_wrapper_plugin PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_plugin flutter_assemble) + +# Wrapper sources needed for the runner. +add_library(flutter_wrapper_app STATIC + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_APP} +) +apply_standard_settings(flutter_wrapper_app) +target_link_libraries(flutter_wrapper_app PUBLIC flutter) +target_include_directories(flutter_wrapper_app PUBLIC + "${WRAPPER_ROOT}/include" +) +add_dependencies(flutter_wrapper_app flutter_assemble) + +# === Flutter tool backend === +# _phony_ is a non-existent file to force this command to run every time, +# since currently there's no way to get a full input/output list from the +# flutter tool. +set(PHONY_OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/_phony_") +set_source_files_properties("${PHONY_OUTPUT}" PROPERTIES SYMBOLIC TRUE) +add_custom_command( + OUTPUT ${FLUTTER_LIBRARY} ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} + ${PHONY_OUTPUT} + COMMAND ${CMAKE_COMMAND} -E env + ${FLUTTER_TOOL_ENVIRONMENT} + "${FLUTTER_ROOT}/packages/flutter_tools/bin/tool_backend.bat" + ${FLUTTER_TARGET_PLATFORM} $ + VERBATIM +) +add_custom_target(flutter_assemble DEPENDS + "${FLUTTER_LIBRARY}" + ${FLUTTER_LIBRARY_HEADERS} + ${CPP_WRAPPER_SOURCES_CORE} + ${CPP_WRAPPER_SOURCES_PLUGIN} + ${CPP_WRAPPER_SOURCES_APP} +) diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugin_registrant.cc b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugin_registrant.cc new file mode 100644 index 000000000..38c2332a8 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugin_registrant.cc @@ -0,0 +1,17 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#include "generated_plugin_registrant.h" + +#include +#include + +void RegisterPlugins(flutter::PluginRegistry* registry) { + ConnectivityPlusWindowsPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("ConnectivityPlusWindowsPlugin")); + FlutterGemmaPluginRegisterWithRegistrar( + registry->GetRegistrarForPlugin("FlutterGemmaPlugin")); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugin_registrant.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugin_registrant.h new file mode 100644 index 000000000..dc139d85a --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugin_registrant.h @@ -0,0 +1,15 @@ +// +// Generated file. Do not edit. +// + +// clang-format off + +#ifndef GENERATED_PLUGIN_REGISTRANT_ +#define GENERATED_PLUGIN_REGISTRANT_ + +#include + +// Registers Flutter plugins. +void RegisterPlugins(flutter::PluginRegistry* registry); + +#endif // GENERATED_PLUGIN_REGISTRANT_ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugins.cmake b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugins.cmake new file mode 100644 index 000000000..8dcbac209 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/flutter/generated_plugins.cmake @@ -0,0 +1,26 @@ +# +# Generated file, do not edit. +# + +list(APPEND FLUTTER_PLUGIN_LIST + connectivity_plus + flutter_gemma +) + +list(APPEND FLUTTER_FFI_PLUGIN_LIST + jni +) + +set(PLUGIN_BUNDLED_LIBRARIES) + +foreach(plugin ${FLUTTER_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${plugin}/windows plugins/${plugin}) + target_link_libraries(${BINARY_NAME} PRIVATE ${plugin}_plugin) + list(APPEND PLUGIN_BUNDLED_LIBRARIES $) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${plugin}_bundled_libraries}) +endforeach(plugin) + +foreach(ffi_plugin ${FLUTTER_FFI_PLUGIN_LIST}) + add_subdirectory(flutter/ephemeral/.plugin_symlinks/${ffi_plugin}/windows plugins/${ffi_plugin}) + list(APPEND PLUGIN_BUNDLED_LIBRARIES ${${ffi_plugin}_bundled_libraries}) +endforeach(ffi_plugin) diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/CMakeLists.txt b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/CMakeLists.txt new file mode 100644 index 000000000..394917c05 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/CMakeLists.txt @@ -0,0 +1,40 @@ +cmake_minimum_required(VERSION 3.14) +project(runner LANGUAGES CXX) + +# Define the application target. To change its name, change BINARY_NAME in the +# top-level CMakeLists.txt, not the value here, or `flutter run` will no longer +# work. +# +# Any new source files that you add to the application should be added here. +add_executable(${BINARY_NAME} WIN32 + "flutter_window.cpp" + "main.cpp" + "utils.cpp" + "win32_window.cpp" + "${FLUTTER_MANAGED_DIR}/generated_plugin_registrant.cc" + "Runner.rc" + "runner.exe.manifest" +) + +# Apply the standard set of build settings. This can be removed for applications +# that need different build settings. +apply_standard_settings(${BINARY_NAME}) + +# Add preprocessor definitions for the build version. +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION=\"${FLUTTER_VERSION}\"") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MAJOR=${FLUTTER_VERSION_MAJOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_MINOR=${FLUTTER_VERSION_MINOR}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_PATCH=${FLUTTER_VERSION_PATCH}") +target_compile_definitions(${BINARY_NAME} PRIVATE "FLUTTER_VERSION_BUILD=${FLUTTER_VERSION_BUILD}") + +# Disable Windows macros that collide with C++ standard library functions. +target_compile_definitions(${BINARY_NAME} PRIVATE "NOMINMAX") + +# Add dependency libraries and include directories. Add any application-specific +# dependencies here. +target_link_libraries(${BINARY_NAME} PRIVATE flutter flutter_wrapper_app) +target_link_libraries(${BINARY_NAME} PRIVATE "dwmapi.lib") +target_include_directories(${BINARY_NAME} PRIVATE "${CMAKE_SOURCE_DIR}") + +# Run the Flutter tool portions of the build. This must not be removed. +add_dependencies(${BINARY_NAME} flutter_assemble) diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/Runner.rc b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/Runner.rc new file mode 100644 index 000000000..967d1c9d1 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/Runner.rc @@ -0,0 +1,121 @@ +// Microsoft Visual C++ generated resource script. +// +#pragma code_page(65001) +#include "resource.h" + +#define APSTUDIO_READONLY_SYMBOLS +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 2 resource. +// +#include "winres.h" + +///////////////////////////////////////////////////////////////////////////// +#undef APSTUDIO_READONLY_SYMBOLS + +///////////////////////////////////////////////////////////////////////////// +// English (United States) resources + +#if !defined(AFX_RESOURCE_DLL) || defined(AFX_TARG_ENU) +LANGUAGE LANG_ENGLISH, SUBLANG_ENGLISH_US + +#ifdef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// TEXTINCLUDE +// + +1 TEXTINCLUDE +BEGIN + "resource.h\0" +END + +2 TEXTINCLUDE +BEGIN + "#include ""winres.h""\r\n" + "\0" +END + +3 TEXTINCLUDE +BEGIN + "\r\n" + "\0" +END + +#endif // APSTUDIO_INVOKED + + +///////////////////////////////////////////////////////////////////////////// +// +// Icon +// + +// Icon with lowest ID value placed first to ensure application icon +// remains consistent on all systems. +IDI_APP_ICON ICON "resources\\app_icon.ico" + + +///////////////////////////////////////////////////////////////////////////// +// +// Version +// + +#if defined(FLUTTER_VERSION_MAJOR) && defined(FLUTTER_VERSION_MINOR) && defined(FLUTTER_VERSION_PATCH) && defined(FLUTTER_VERSION_BUILD) +#define VERSION_AS_NUMBER FLUTTER_VERSION_MAJOR,FLUTTER_VERSION_MINOR,FLUTTER_VERSION_PATCH,FLUTTER_VERSION_BUILD +#else +#define VERSION_AS_NUMBER 1,0,0,0 +#endif + +#if defined(FLUTTER_VERSION) +#define VERSION_AS_STRING FLUTTER_VERSION +#else +#define VERSION_AS_STRING "1.0.0" +#endif + +VS_VERSION_INFO VERSIONINFO + FILEVERSION VERSION_AS_NUMBER + PRODUCTVERSION VERSION_AS_NUMBER + FILEFLAGSMASK VS_FFI_FILEFLAGSMASK +#ifdef _DEBUG + FILEFLAGS VS_FF_DEBUG +#else + FILEFLAGS 0x0L +#endif + FILEOS VOS__WINDOWS32 + FILETYPE VFT_APP + FILESUBTYPE 0x0L +BEGIN + BLOCK "StringFileInfo" + BEGIN + BLOCK "040904e4" + BEGIN + VALUE "CompanyName", "dev.fluttergemma" "\0" + VALUE "FileDescription", "Gemma Function Calling" "\0" + VALUE "FileVersion", VERSION_AS_STRING "\0" + VALUE "InternalName", "functioncalling" "\0" + VALUE "LegalCopyright", "Copyright (C) 2026 dev.fluttergemma. All rights reserved." "\0" + VALUE "OriginalFilename", "functioncalling.exe" "\0" + VALUE "ProductName", "Gemma Function Calling" "\0" + VALUE "ProductVersion", VERSION_AS_STRING "\0" + END + END + BLOCK "VarFileInfo" + BEGIN + VALUE "Translation", 0x409, 1252 + END +END + +#endif // English (United States) resources +///////////////////////////////////////////////////////////////////////////// + + + +#ifndef APSTUDIO_INVOKED +///////////////////////////////////////////////////////////////////////////// +// +// Generated from the TEXTINCLUDE 3 resource. +// + + +///////////////////////////////////////////////////////////////////////////// +#endif // not APSTUDIO_INVOKED diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/flutter_window.cpp b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/flutter_window.cpp new file mode 100644 index 000000000..955ee3038 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/flutter_window.cpp @@ -0,0 +1,71 @@ +#include "flutter_window.h" + +#include + +#include "flutter/generated_plugin_registrant.h" + +FlutterWindow::FlutterWindow(const flutter::DartProject& project) + : project_(project) {} + +FlutterWindow::~FlutterWindow() {} + +bool FlutterWindow::OnCreate() { + if (!Win32Window::OnCreate()) { + return false; + } + + RECT frame = GetClientArea(); + + // The size here must match the window dimensions to avoid unnecessary surface + // creation / destruction in the startup path. + flutter_controller_ = std::make_unique( + frame.right - frame.left, frame.bottom - frame.top, project_); + // Ensure that basic setup of the controller was successful. + if (!flutter_controller_->engine() || !flutter_controller_->view()) { + return false; + } + RegisterPlugins(flutter_controller_->engine()); + SetChildContent(flutter_controller_->view()->GetNativeWindow()); + + flutter_controller_->engine()->SetNextFrameCallback([&]() { + this->Show(); + }); + + // Flutter can complete the first frame before the "show window" callback is + // registered. The following call ensures a frame is pending to ensure the + // window is shown. It is a no-op if the first frame hasn't completed yet. + flutter_controller_->ForceRedraw(); + + return true; +} + +void FlutterWindow::OnDestroy() { + if (flutter_controller_) { + flutter_controller_ = nullptr; + } + + Win32Window::OnDestroy(); +} + +LRESULT +FlutterWindow::MessageHandler(HWND hwnd, UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + // Give Flutter, including plugins, an opportunity to handle window messages. + if (flutter_controller_) { + std::optional result = + flutter_controller_->HandleTopLevelWindowProc(hwnd, message, wparam, + lparam); + if (result) { + return *result; + } + } + + switch (message) { + case WM_FONTCHANGE: + flutter_controller_->engine()->ReloadSystemFonts(); + break; + } + + return Win32Window::MessageHandler(hwnd, message, wparam, lparam); +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/flutter_window.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/flutter_window.h new file mode 100644 index 000000000..6da0652f0 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/flutter_window.h @@ -0,0 +1,33 @@ +#ifndef RUNNER_FLUTTER_WINDOW_H_ +#define RUNNER_FLUTTER_WINDOW_H_ + +#include +#include + +#include + +#include "win32_window.h" + +// A window that does nothing but host a Flutter view. +class FlutterWindow : public Win32Window { + public: + // Creates a new FlutterWindow hosting a Flutter view running |project|. + explicit FlutterWindow(const flutter::DartProject& project); + virtual ~FlutterWindow(); + + protected: + // Win32Window: + bool OnCreate() override; + void OnDestroy() override; + LRESULT MessageHandler(HWND window, UINT const message, WPARAM const wparam, + LPARAM const lparam) noexcept override; + + private: + // The project to run. + flutter::DartProject project_; + + // The Flutter instance hosted by this window. + std::unique_ptr flutter_controller_; +}; + +#endif // RUNNER_FLUTTER_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/main.cpp b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/main.cpp new file mode 100644 index 000000000..38dad4a50 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/main.cpp @@ -0,0 +1,43 @@ +#include +#include +#include + +#include "flutter_window.h" +#include "utils.h" + +int APIENTRY wWinMain(_In_ HINSTANCE instance, _In_opt_ HINSTANCE prev, + _In_ wchar_t *command_line, _In_ int show_command) { + // Attach to console when present (e.g., 'flutter run') or create a + // new console when running with a debugger. + if (!::AttachConsole(ATTACH_PARENT_PROCESS) && ::IsDebuggerPresent()) { + CreateAndAttachConsole(); + } + + // Initialize COM, so that it is available for use in the library and/or + // plugins. + ::CoInitializeEx(nullptr, COINIT_APARTMENTTHREADED); + + flutter::DartProject project(L"data"); + + std::vector command_line_arguments = + GetCommandLineArguments(); + + project.set_dart_entrypoint_arguments(std::move(command_line_arguments)); + + FlutterWindow window(project); + Win32Window::Point origin(10, 10); + Win32Window::Size size(1280, 720); + if (!window.Create(L"Gemma Function Calling", origin, size)) { + return EXIT_FAILURE; + } + window.SetQuitOnClose(true); + + ::MSG msg; + while (::GetMessage(&msg, nullptr, 0, 0)) { + ::TranslateMessage(&msg); + ::DispatchMessage(&msg); + } + + ::CoUninitialize(); + return EXIT_SUCCESS; +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/resource.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/resource.h new file mode 100644 index 000000000..66a65d1e4 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/resource.h @@ -0,0 +1,16 @@ +//{{NO_DEPENDENCIES}} +// 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000000000..153653e8d --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/runner.exe.manifest @@ -0,0 +1,14 @@ + + + + + PerMonitorV2 + + + + + + + + + diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/utils.cpp b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/utils.cpp new file mode 100644 index 000000000..3cb714665 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/utils.cpp @@ -0,0 +1,69 @@ +#include "utils.h" + +#include +#include +#include +#include + +#include + +void CreateAndAttachConsole() { + if (::AllocConsole()) { + FILE *unused; + if (freopen_s(&unused, "CONOUT$", "w", stdout)) { + _dup2(_fileno(stdout), 1); + } + if (freopen_s(&unused, "CONOUT$", "w", stderr)) { + _dup2(_fileno(stdout), 2); + } + std::ios::sync_with_stdio(); + FlutterDesktopResyncOutputStreams(); + } +} + +std::vector GetCommandLineArguments() { + // Convert the UTF-16 command line arguments to UTF-8 for the Engine to use. + int argc; + wchar_t** argv = ::CommandLineToArgvW(::GetCommandLineW(), &argc); + if (argv == nullptr) { + return std::vector(); + } + + std::vector command_line_arguments; + + // Skip the first argument as it's the binary name. + for (int i = 1; i < argc; i++) { + command_line_arguments.push_back(Utf8FromUtf16(argv[i])); + } + + ::LocalFree(argv); + + return command_line_arguments; +} + +std::string Utf8FromUtf16(const wchar_t* utf16_string) { + if (utf16_string == nullptr) { + return std::string(); + } + // First, find the length of the string with a safe upper bound (CWE-126). + // UNICODE_STRING_MAX_CHARS (32767) is the maximum length of a UNICODE_STRING. + int input_length = static_cast(wcsnlen(utf16_string, UNICODE_STRING_MAX_CHARS)); + // Now use that bounded length to determine the required buffer size. + // When an explicit length is passed, WideCharToMultiByte does not include + // the null terminator in its returned size. + int target_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, nullptr, 0, nullptr, nullptr); + std::string utf8_string; + if (target_length == 0 || static_cast(target_length) > utf8_string.max_size()) { + return utf8_string; + } + utf8_string.resize(target_length); + int converted_length = ::WideCharToMultiByte( + CP_UTF8, WC_ERR_INVALID_CHARS, utf16_string, + input_length, utf8_string.data(), target_length, nullptr, nullptr); + if (converted_length == 0) { + return std::string(); + } + return utf8_string; +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/utils.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/utils.h new file mode 100644 index 000000000..3879d5475 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/utils.h @@ -0,0 +1,19 @@ +#ifndef RUNNER_UTILS_H_ +#define RUNNER_UTILS_H_ + +#include +#include + +// Creates a console for the process, and redirects stdout and stderr to +// it for both the runner and the Flutter library. +void CreateAndAttachConsole(); + +// Takes a null-terminated wchar_t* encoded in UTF-16 and returns a std::string +// encoded in UTF-8. Returns an empty std::string on failure. +std::string Utf8FromUtf16(const wchar_t* utf16_string); + +// Gets the command line arguments passed in as a std::vector, +// encoded in UTF-8. Returns an empty std::vector on failure. +std::vector GetCommandLineArguments(); + +#endif // RUNNER_UTILS_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/win32_window.cpp b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/win32_window.cpp new file mode 100644 index 000000000..60608d0fe --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/win32_window.cpp @@ -0,0 +1,288 @@ +#include "win32_window.h" + +#include +#include + +#include "resource.h" + +namespace { + +/// Window attribute that enables dark mode window decorations. +/// +/// Redefined in case the developer's machine has a Windows SDK older than +/// version 10.0.22000.0. +/// See: https://docs.microsoft.com/windows/win32/api/dwmapi/ne-dwmapi-dwmwindowattribute +#ifndef DWMWA_USE_IMMERSIVE_DARK_MODE +#define DWMWA_USE_IMMERSIVE_DARK_MODE 20 +#endif + +constexpr const wchar_t kWindowClassName[] = L"FLUTTER_RUNNER_WIN32_WINDOW"; + +/// Registry key for app theme preference. +/// +/// A value of 0 indicates apps should use dark mode. A non-zero or missing +/// value indicates apps should use light mode. +constexpr const wchar_t kGetPreferredBrightnessRegKey[] = + L"Software\\Microsoft\\Windows\\CurrentVersion\\Themes\\Personalize"; +constexpr const wchar_t kGetPreferredBrightnessRegValue[] = L"AppsUseLightTheme"; + +// The number of Win32Window objects that currently exist. +static int g_active_window_count = 0; + +using EnableNonClientDpiScaling = BOOL __stdcall(HWND hwnd); + +// Scale helper to convert logical scaler values to physical using passed in +// scale factor +int Scale(int source, double scale_factor) { + return static_cast(source * scale_factor); +} + +// Dynamically loads the |EnableNonClientDpiScaling| from the User32 module. +// This API is only needed for PerMonitor V1 awareness mode. +void EnableFullDpiSupportIfAvailable(HWND hwnd) { + HMODULE user32_module = LoadLibraryA("User32.dll"); + if (!user32_module) { + return; + } + auto enable_non_client_dpi_scaling = + reinterpret_cast( + GetProcAddress(user32_module, "EnableNonClientDpiScaling")); + if (enable_non_client_dpi_scaling != nullptr) { + enable_non_client_dpi_scaling(hwnd); + } + FreeLibrary(user32_module); +} + +} // namespace + +// Manages the Win32Window's window class registration. +class WindowClassRegistrar { + public: + ~WindowClassRegistrar() = default; + + // Returns the singleton registrar instance. + static WindowClassRegistrar* GetInstance() { + if (!instance_) { + instance_ = new WindowClassRegistrar(); + } + return instance_; + } + + // Returns the name of the window class, registering the class if it hasn't + // previously been registered. + const wchar_t* GetWindowClass(); + + // Unregisters the window class. Should only be called if there are no + // instances of the window. + void UnregisterWindowClass(); + + private: + WindowClassRegistrar() = default; + + static WindowClassRegistrar* instance_; + + bool class_registered_ = false; +}; + +WindowClassRegistrar* WindowClassRegistrar::instance_ = nullptr; + +const wchar_t* WindowClassRegistrar::GetWindowClass() { + if (!class_registered_) { + WNDCLASS window_class{}; + window_class.hCursor = LoadCursor(nullptr, IDC_ARROW); + window_class.lpszClassName = kWindowClassName; + window_class.style = CS_HREDRAW | CS_VREDRAW; + window_class.cbClsExtra = 0; + window_class.cbWndExtra = 0; + window_class.hInstance = GetModuleHandle(nullptr); + window_class.hIcon = + LoadIcon(window_class.hInstance, MAKEINTRESOURCE(IDI_APP_ICON)); + window_class.hbrBackground = 0; + window_class.lpszMenuName = nullptr; + window_class.lpfnWndProc = Win32Window::WndProc; + RegisterClass(&window_class); + class_registered_ = true; + } + return kWindowClassName; +} + +void WindowClassRegistrar::UnregisterWindowClass() { + UnregisterClass(kWindowClassName, nullptr); + class_registered_ = false; +} + +Win32Window::Win32Window() { + ++g_active_window_count; +} + +Win32Window::~Win32Window() { + --g_active_window_count; + Destroy(); +} + +bool Win32Window::Create(const std::wstring& title, + const Point& origin, + const Size& size) { + Destroy(); + + const wchar_t* window_class = + WindowClassRegistrar::GetInstance()->GetWindowClass(); + + const POINT target_point = {static_cast(origin.x), + static_cast(origin.y)}; + HMONITOR monitor = MonitorFromPoint(target_point, MONITOR_DEFAULTTONEAREST); + UINT dpi = FlutterDesktopGetDpiForMonitor(monitor); + double scale_factor = dpi / 96.0; + + HWND window = CreateWindow( + window_class, title.c_str(), WS_OVERLAPPEDWINDOW, + Scale(origin.x, scale_factor), Scale(origin.y, scale_factor), + Scale(size.width, scale_factor), Scale(size.height, scale_factor), + nullptr, nullptr, GetModuleHandle(nullptr), this); + + if (!window) { + return false; + } + + UpdateTheme(window); + + return OnCreate(); +} + +bool Win32Window::Show() { + return ShowWindow(window_handle_, SW_SHOWNORMAL); +} + +// static +LRESULT CALLBACK Win32Window::WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + if (message == WM_NCCREATE) { + auto window_struct = reinterpret_cast(lparam); + SetWindowLongPtr(window, GWLP_USERDATA, + reinterpret_cast(window_struct->lpCreateParams)); + + auto that = static_cast(window_struct->lpCreateParams); + EnableFullDpiSupportIfAvailable(window); + that->window_handle_ = window; + } else if (Win32Window* that = GetThisFromHandle(window)) { + return that->MessageHandler(window, message, wparam, lparam); + } + + return DefWindowProc(window, message, wparam, lparam); +} + +LRESULT +Win32Window::MessageHandler(HWND hwnd, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept { + switch (message) { + case WM_DESTROY: + window_handle_ = nullptr; + Destroy(); + if (quit_on_close_) { + PostQuitMessage(0); + } + return 0; + + case WM_DPICHANGED: { + auto newRectSize = reinterpret_cast(lparam); + LONG newWidth = newRectSize->right - newRectSize->left; + LONG newHeight = newRectSize->bottom - newRectSize->top; + + SetWindowPos(hwnd, nullptr, newRectSize->left, newRectSize->top, newWidth, + newHeight, SWP_NOZORDER | SWP_NOACTIVATE); + + return 0; + } + case WM_SIZE: { + RECT rect = GetClientArea(); + if (child_content_ != nullptr) { + // Size and position the child window. + MoveWindow(child_content_, rect.left, rect.top, rect.right - rect.left, + rect.bottom - rect.top, TRUE); + } + return 0; + } + + case WM_ACTIVATE: + if (child_content_ != nullptr) { + SetFocus(child_content_); + } + return 0; + + case WM_DWMCOLORIZATIONCOLORCHANGED: + UpdateTheme(hwnd); + return 0; + } + + return DefWindowProc(window_handle_, message, wparam, lparam); +} + +void Win32Window::Destroy() { + OnDestroy(); + + if (window_handle_) { + DestroyWindow(window_handle_); + window_handle_ = nullptr; + } + if (g_active_window_count == 0) { + WindowClassRegistrar::GetInstance()->UnregisterWindowClass(); + } +} + +Win32Window* Win32Window::GetThisFromHandle(HWND const window) noexcept { + return reinterpret_cast( + GetWindowLongPtr(window, GWLP_USERDATA)); +} + +void Win32Window::SetChildContent(HWND content) { + child_content_ = content; + SetParent(content, window_handle_); + RECT frame = GetClientArea(); + + MoveWindow(content, frame.left, frame.top, frame.right - frame.left, + frame.bottom - frame.top, true); + + SetFocus(child_content_); +} + +RECT Win32Window::GetClientArea() { + RECT frame; + GetClientRect(window_handle_, &frame); + return frame; +} + +HWND Win32Window::GetHandle() { + return window_handle_; +} + +void Win32Window::SetQuitOnClose(bool quit_on_close) { + quit_on_close_ = quit_on_close; +} + +bool Win32Window::OnCreate() { + // No-op; provided for subclasses. + return true; +} + +void Win32Window::OnDestroy() { + // No-op; provided for subclasses. +} + +void Win32Window::UpdateTheme(HWND const window) { + DWORD light_mode; + DWORD light_mode_size = sizeof(light_mode); + LSTATUS result = RegGetValue(HKEY_CURRENT_USER, kGetPreferredBrightnessRegKey, + kGetPreferredBrightnessRegValue, + RRF_RT_REG_DWORD, nullptr, &light_mode, + &light_mode_size); + + if (result == ERROR_SUCCESS) { + BOOL enable_dark_mode = light_mode == 0; + DwmSetWindowAttribute(window, DWMWA_USE_IMMERSIVE_DARK_MODE, + &enable_dark_mode, sizeof(enable_dark_mode)); + } +} diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/win32_window.h b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/win32_window.h new file mode 100644 index 000000000..e901dde68 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/windows/runner/win32_window.h @@ -0,0 +1,102 @@ +#ifndef RUNNER_WIN32_WINDOW_H_ +#define RUNNER_WIN32_WINDOW_H_ + +#include + +#include +#include +#include + +// A class abstraction for a high DPI-aware Win32 Window. Intended to be +// inherited from by classes that wish to specialize with custom +// rendering and input handling +class Win32Window { + public: + struct Point { + unsigned int x; + unsigned int y; + Point(unsigned int x, unsigned int y) : x(x), y(y) {} + }; + + struct Size { + unsigned int width; + unsigned int height; + Size(unsigned int width, unsigned int height) + : width(width), height(height) {} + }; + + Win32Window(); + virtual ~Win32Window(); + + // Creates a win32 window with |title| that is positioned and sized using + // |origin| and |size|. New windows are created on the default monitor. Window + // sizes are specified to the OS in physical pixels, hence to ensure a + // consistent size this function will scale the inputted width and height as + // as appropriate for the default monitor. The window is invisible until + // |Show| is called. Returns true if the window was created successfully. + bool Create(const std::wstring& title, const Point& origin, const Size& size); + + // Show the current window. Returns true if the window was successfully shown. + bool Show(); + + // Release OS resources associated with window. + void Destroy(); + + // Inserts |content| into the window tree. + void SetChildContent(HWND content); + + // Returns the backing Window handle to enable clients to set icon and other + // window properties. Returns nullptr if the window has been destroyed. + HWND GetHandle(); + + // If true, closing this window will quit the application. + void SetQuitOnClose(bool quit_on_close); + + // Return a RECT representing the bounds of the current client area. + RECT GetClientArea(); + + protected: + // Processes and route salient window messages for mouse handling, + // size change and DPI. Delegates handling of these to member overloads that + // inheriting classes can handle. + virtual LRESULT MessageHandler(HWND window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Called when CreateAndShow is called, allowing subclass window-related + // setup. Subclasses should return false if setup fails. + virtual bool OnCreate(); + + // Called when Destroy is called. + virtual void OnDestroy(); + + private: + friend class WindowClassRegistrar; + + // OS callback called by message pump. Handles the WM_NCCREATE message which + // is passed when the non-client area is being created and enables automatic + // non-client DPI scaling so that the non-client area automatically + // responds to changes in DPI. All other messages are handled by + // MessageHandler. + static LRESULT CALLBACK WndProc(HWND const window, + UINT const message, + WPARAM const wparam, + LPARAM const lparam) noexcept; + + // Retrieves a class instance pointer for |window| + static Win32Window* GetThisFromHandle(HWND const window) noexcept; + + // Update the window frame's theme to match the system theme. + static void UpdateTheme(HWND const window); + + bool quit_on_close_ = false; + + // window handle for top level window. + HWND window_handle_ = nullptr; + + // window handle for hosted content. + HWND child_content_ = nullptr; +}; + +#endif // RUNNER_WIN32_WINDOW_H_ diff --git a/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md b/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md new file mode 100644 index 000000000..c06499b49 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md @@ -0,0 +1,91 @@ +# Step 4 — fine-tune the model on these tools + +Not a Flutter app. This directory holds the two inputs a +[litetune](https://github.com/DenisovAV/litetune) run needs, for the three +tools the rest of this codelab declares: + +```text +tools.json the three declarations, the same ones lib/tools.dart holds +raw.jsonl 72 prompt -> tool-call rows to train and score on +``` + +`tool/check_codelabs.sh` discovers step apps by their `pubspec.yaml`. There is +none here on purpose, so this directory is not analyzed, tested or built — it +is data and commands. + +## What you need + +`pip install litetune` — **Linux or macOS**, Python 3.10–3.12. Python 3.13 +runs `prepare`, `tune` and `bundle` but not `convert` or `verify`, because the +export toolchain pins `numpy==2.0.2` and that stops publishing wheels after +3.12. Windows is untried. On Linux also `sudo apt-get install -y libvulkan1`, +or every invocation — `--help` included — dies in under a second. + +It runs on CPU, which is workable at 270M. The stage environments are cached +and they are large: `convert` pulls ~1.6 GB, `tune` 588 MB. `litetune env` +shows what is on disk and `litetune env --clean` removes it. + +This is alpha software, and its alpha is stated as *measured end to end on +`google/functiongemma-270m-it` and function calling* — which is exactly the +model and the task this codelab is on. The other scorer and the other base +models it supports are outside what has been measured. + +**You can skip this step.** The app in `complete/` works on the stock +FunctionGemma and on Gemma 4 without any of it. + +## The five commands + +Run them from this directory. Each is separate because each fails differently. + +```bash +# 1. Split, and reject rows that cannot be scored. Seconds. +litetune prepare --data raw.jsonl --output-dir data --context-length 1024 \ + --tokenizer google/functiongemma-270m-it + +# 2. Fine-tune. CPU is fine at this size. +litetune tune --model google/functiongemma-270m-it --data data/train.jsonl \ + --output-dir tuned --prompt-mode prerendered --method lora + +# 3. Convert, sweeping recipes rather than trusting a default. +litetune convert --model tuned/model --output-dir artifacts \ + --recipe dynamic_wi8_afp32 --recipe weight_only_wi8_afp32 + +# 4. Measure what the conversion cost, against the float twin. +# `convert` names the artifact; look the filename up rather than build it. +litetune verify --model artifacts/weight_only_wi8_afp32/.litertlm \ + --reference tuned/model --data data/heldout.jsonl \ + --json > manifest.json + +# 5. Package the artifact with what was measured about it. +litetune bundle --output-dir bundle \ + --model artifacts/weight_only_wi8_afp32/.litertlm \ + --declarations tools.json --prompt-mode prerendered \ + --base-model google/functiongemma-270m-it \ + --base-model-revision \ + --adapter tuned/adapter \ + --train-metrics tuned/metrics.json \ + --verify-manifest manifest.json +``` + +`--prompt-mode prerendered` because that is what this app does: `InferenceChat` +renders the declarations into the prompt itself for `ModelType.functionGemma`. +The value must be the **same** in `tune` and `bundle`; the wrong one produces a +fluent wrong answer rather than an error. + +`--recipe` has no default, and litetune's own line for why is worth keeping: +*"A sweep of one is not a comparison."* + +## Then open it in the app + +Step 3 already gives you a `.litertlm` per recipe under `artifacts//`. +Run `complete/`, choose **Open a .litertlm from disk**, and paste the absolute +path. Nothing in `lib/` changes — it is a `.litertlm`, and the app opens it the +way it opens the two it downloads. + +## About these 72 rows + +They are enough to run all five commands end to end and get a file out. They +are not enough to move a quality number: litetune's own published figures come +from thousands of examples, and half of these are held out for scoring. Treat +the run as a rehearsal of the pipeline, and bring your own data when you want +a result. diff --git a/codelabs/function-calling-flutter-gemma/step_04_finetune/raw.jsonl b/codelabs/function-calling-flutter-gemma/step_04_finetune/raw.jsonl new file mode 100644 index 000000000..bde49abda --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_04_finetune/raw.jsonl @@ -0,0 +1,72 @@ +{"prompt": "tell me about this device", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "check the clock for me", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "tell me the current time", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "report the platform", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what time is it on this device?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "work out 777 x 7 for me", "target": {"name": "multiply", "args": {"a": "777", "b": "7"}}} +{"prompt": "what is 12 times 13?", "target": {"name": "multiply", "args": {"a": "12", "b": "13"}}} +{"prompt": "128 multiplied by 256 is what?", "target": {"name": "multiply", "args": {"a": "128", "b": "256"}}} +{"prompt": "multiply 3 by 333", "target": {"name": "multiply", "args": {"a": "3", "b": "333"}}} +{"prompt": "I need the product of 60 and 60", "target": {"name": "multiply", "args": {"a": "60", "b": "60"}}} +{"prompt": "is this a debug build?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "am I on a phone or a desktop?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "clock, please", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "what is today's date?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "do you know what time it is?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "what is 2048 times 8?", "target": {"name": "multiply", "args": {"a": "2048", "b": "8"}}} +{"prompt": "work out 23 x 45 for me", "target": {"name": "multiply", "args": {"a": "23", "b": "45"}}} +{"prompt": "what platform are you running on?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "current date and time please", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "multiply 47 by 89", "target": {"name": "multiply", "args": {"a": "47", "b": "89"}}} +{"prompt": "compute 150 * 20", "target": {"name": "multiply", "args": {"a": "150", "b": "20"}}} +{"prompt": "is it morning or evening here?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "how much is 44 * 55?", "target": {"name": "multiply", "args": {"a": "44", "b": "55"}}} +{"prompt": "give me 19 times 21, exactly", "target": {"name": "multiply", "args": {"a": "19", "b": "21"}}} +{"prompt": "what time is it?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "what's the time right now?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "tell me the device info", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what is 640 times 480?", "target": {"name": "multiply", "args": {"a": "640", "b": "480"}}} +{"prompt": "quick, 13 times 17", "target": {"name": "multiply", "args": {"a": "13", "b": "17"}}} +{"prompt": "tell me today's date and the time", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "is this Android or iOS?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "multiply 57 by 61", "target": {"name": "multiply", "args": {"a": "57", "b": "61"}}} +{"prompt": "identify this platform", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what are you running on right now?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "which system am I using?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what's the host platform?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "compute 5 * 5000", "target": {"name": "multiply", "args": {"a": "5", "b": "5000"}}} +{"prompt": "compute 144 * 12", "target": {"name": "multiply", "args": {"a": "144", "b": "12"}}} +{"prompt": "where is this app running?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what hardware is this?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what's the time on this machine?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "I need the current timestamp", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "can you multiply 36 and 25?", "target": {"name": "multiply", "args": {"a": "36", "b": "25"}}} +{"prompt": "what kind of build is this?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what device am I on?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what operating system is this?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what time do you have?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "remind me what day it is", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "what's the date today?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "I need the product of 1001 and 11", "target": {"name": "multiply", "args": {"a": "1001", "b": "11"}}} +{"prompt": "am I running this on the web?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "give me the local time", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "which platform is this running on?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "work out 7 x 8 for me", "target": {"name": "multiply", "args": {"a": "7", "b": "8"}}} +{"prompt": "which OS is this app on?", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "what day is it today?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "describe the device you're running on", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "can you multiply 72 and 72?", "target": {"name": "multiply", "args": {"a": "72", "b": "72"}}} +{"prompt": "I need the product of 250 and 4", "target": {"name": "multiply", "args": {"a": "250", "b": "4"}}} +{"prompt": "101 multiplied by 101 is what?", "target": {"name": "multiply", "args": {"a": "101", "b": "101"}}} +{"prompt": "check what platform this is", "target": {"name": "get_device_info", "args": {}}} +{"prompt": "can you multiply 99 and 99?", "target": {"name": "multiply", "args": {"a": "99", "b": "99"}}} +{"prompt": "how much is 1234 * 5678?", "target": {"name": "multiply", "args": {"a": "1234", "b": "5678"}}} +{"prompt": "give me 8 times 125, exactly", "target": {"name": "multiply", "args": {"a": "8", "b": "125"}}} +{"prompt": "give me 16 times 64, exactly", "target": {"name": "multiply", "args": {"a": "16", "b": "64"}}} +{"prompt": "what is the time here?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "how much is 900 * 15?", "target": {"name": "multiply", "args": {"a": "900", "b": "15"}}} +{"prompt": "quick, 33 times 3", "target": {"name": "multiply", "args": {"a": "33", "b": "3"}}} +{"prompt": "365 multiplied by 24 is what?", "target": {"name": "multiply", "args": {"a": "365", "b": "24"}}} +{"prompt": "could you check the time?", "target": {"name": "get_current_time", "args": {}}} +{"prompt": "quick, 81 times 9", "target": {"name": "multiply", "args": {"a": "81", "b": "9"}}} +{"prompt": "how late is it?", "target": {"name": "get_current_time", "args": {}}} diff --git a/codelabs/function-calling-flutter-gemma/step_04_finetune/tools.json b/codelabs/function-calling-flutter-gemma/step_04_finetune/tools.json new file mode 100644 index 000000000..42988deb2 --- /dev/null +++ b/codelabs/function-calling-flutter-gemma/step_04_finetune/tools.json @@ -0,0 +1,30 @@ +[ + { + "name": "multiply", + "description": "Multiply two numbers and return the exact product. Use this for any multiplication instead of working it out yourself.", + "parameters": { + "type": "object", + "properties": { + "a": { "type": "number", "description": "The first number." }, + "b": { "type": "number", "description": "The second number." } + }, + "required": ["a", "b"] + } + }, + { + "name": "get_current_time", + "description": "Return the current local date and time on this device. Use this whenever the answer depends on what time it is now.", + "parameters": { + "type": "object", + "properties": {} + } + }, + { + "name": "get_device_info", + "description": "Return the platform this app is running on. Use this when asked about the device, the operating system, or where the app is running.", + "parameters": { + "type": "object", + "properties": {} + } + } +] diff --git a/tool/check_codelabs.sh b/tool/check_codelabs.sh index 04ac02bbf..bbf203c5d 100755 --- a/tool/check_codelabs.sh +++ b/tool/check_codelabs.sh @@ -94,6 +94,7 @@ fi MIRRORS=( "codelabs/getting-started-flutter-gemma/complete|codelabs/inference-engines-flutter-gemma/step_01_starter" "codelabs/getting-started-flutter-gemma/complete|codelabs/multimodal-flutter-gemma/step_01_starter" + "codelabs/getting-started-flutter-gemma/complete|codelabs/function-calling-flutter-gemma/step_01_starter" ) # Fail closed, the way discovery does above. An emptied or mistyped table must diff --git a/website/codelabs/function-calling-flutter-gemma/index.md b/website/codelabs/function-calling-flutter-gemma/index.md new file mode 100644 index 000000000..6728edd73 --- /dev/null +++ b/website/codelabs/function-calling-flutter-gemma/index.md @@ -0,0 +1,956 @@ +author: Sasha Denisov +summary: Function Calling with On-Device Models in Flutter +id: function-calling-flutter-gemma +categories: flutter, ai, gemma, function-calling +environments: android, ios, macos, windows, linux, web +status: Published + +# Function Calling with On-Device Models in Flutter + +## Overview +Duration: 3 + +### What you'll build + +The chat app from the *Getting Started* codelab, taught to hand work to your +own Dart functions — and then, at the end, taught to run on a model you +fine-tuned yourself. + +Three models, and the order is the argument. Step 2 starts on **FunctionGemma +270M**: 284 MB, a model whose entire job is calling functions, and the app is +running your Dart before you have finished reading the page. Step 4 fine-tunes +that same 270M model on the three tools this codelab declares and produces a +`.litertlm` you open from disk. Step 5 pays **2.59 GB** for **Gemma 4 E2B**, +for the two things a 270M model cannot do at all: reason out loud before it +chooses, and be told it *must* call something. + +That is the idea worth taking away: + +**A tool is a declaration plus a function, and the model never runs anything.** +It can only ask. Your app decides what `multiply` means, runs it, and sends +back a map — and that map is the model's entire knowledge of what happened. +Nothing about the weights changes, nothing is downloaded, and the model has no +way to reach your code except by asking for it by name. + +Which makes the second idea the one that actually bites. **Function calling is +not a request, it is a loop.** The model answers, or it asks; if it asks you +run something and answer *it*, and then it generates again — and it may ask +again. A turn is not one generation, it is however many the model needs, and +something has to decide when that stops. Step 2 writes that loop by hand so you +can see every exit it has. Step 3 deletes it and calls the one the SDK ships, +which has three exits the hand-written version did not. + +And the third: what a call is *committed* to. The moment the SDK hands you a +`FunctionCallResponse`, that call is already in the chat's history. Leave it +without a reply — because the user cancelled, because your tool threw, because +the stream errored — and the next message on that chat is poisoned: the model +re-issues the call, or answers nothing. Every exit path has to answer every +call. That is the rule the loop in Step 3 exists to keep. + +### What you'll learn + +* what a `Tool` declaration is, what it is not, and why the description is the + only thing telling the model *when* to call +* how a call arrives — `FunctionCallResponse` on the same stream as the text — + and how a result goes back, as `Message.toolResponse` +* how to drive the loop by hand, and then how to hand it to + `generateChatResponseWithTools` with `maxToolTurns` as the stop condition +* why every committed call must be answered on every exit path, including the + ones you did not plan for +* what `toolChoice` actually changes, and why one model can be forced to call + and another cannot +* how to fine-tune a 270M model on your own tools with **litetune**, convert it + to `.litertlm`, and measure what the conversion cost +* that a model you tuned loads through the same API as one you downloaded — + not one line of Dart changes + +### What you'll need + +* The finished app from + [Getting Started with On-Device LLMs in Flutter](/codelabs/getting-started-flutter-gemma) + — or just its `complete/` directory, which is this codelab's starter +* **No Hugging Face token** from Step 2 on: both repositories this codelab + downloads from are ungated, so every `flutter run` is a plain `flutter run` + with no `--dart-define`. Step 1 is Getting Started's finished app unchanged, + and it still runs that codelab's gated Gemma 3 1B, which needs + `--dart-define=HF_TOKEN=hf_...` +* Room for **284 MB** from Step 2, and for **2.59 GB** in Step 5 — plus the + memory to open the larger one, roughly 6 GB of RAM. A 4 GB phone is killed by + the OS rather than told no +* Step 4 is optional and costs CPU time instead of megabytes: **Linux or + macOS**, Python 3.10–3.12, and about 2.2 GB of cached Python environments. + Skip it and the app works on the stock models + +### Get the code + +```bash +git clone --depth 1 https://github.com/DenisovAV/flutter_gemma.git +cd flutter_gemma/codelabs/function-calling-flutter-gemma +ls +``` + +```text +step_01_starter/ the Getting Started app, unchanged +step_02_one_tool/ after Step 2 — one tool, the loop written out +step_03_the_loop/ after Step 3 — the same tools, the SDK's loop +step_04_finetune/ NOT an app: the data and commands for a litetune run +complete/ after Step 5 — three tools, toolChoice, thinking +``` + +`step_04_finetune` has no `pubspec.yaml` on purpose. Its output is a model, not +code. + +## Step 1: What a tool call actually is +Duration: 4 + +### Run the starter + +Open `step_01_starter` and run it. It is the Getting Started app: download a +`.litertlm` file, chat with it, in text. + +Now look at the call that opens the chat, because that is where this codelab's +change lands: + +```dart + final chat = await inference.createChat( + modelType: widget.model.modelType, + maxOutputTokens: 256, + ); +``` + +### Three things, and only one of them is code + +A tool the model can call is made of three parts, and it helps to name them +before any of them appear on screen. + +**The declaration** is a `Tool`: a name, a description, and a JSON Schema for +the arguments. It holds no code and it cannot run. The SDK renders it into the +prompt; the model reads it and nothing else. The description is not a comment — +it is the only thing that tells the model *when* this is the right function. + +**The call** is a `FunctionCallResponse`, and it arrives on the same stream as +the text. `generateChatResponseAsync` yields `ModelResponse`, which is a sealed +type: a `TextResponse` is a token of the answer, a `FunctionCallResponse` is +the model asking for `name(args)`. One turn can be either, or both. + +**The answer** is a `Message.toolResponse`, staged with `addQueryChunk` like +any other message. Until it reaches the session the model has not seen your +result — a tool is not a function the model called, it is a question it asked +and you replied to. + +### What the model cannot do + +It cannot run your code, it cannot see your code, and it cannot find out +whether the function exists. It writes a name and some arguments, and if that +name is one you never declared, you get a call for a function that is not +there. Answering that with an error map is the app working correctly; throwing +is the app losing the conversation. + +It also cannot be relied on for the thing this codelab uses as its example. Ask +a 270M model for 1234 × 5678 and you get a confident number of about the right +length. The point of the tool is not that the model is bad at arithmetic — it +is that you can check the answer without a network, without a service, and +without trusting anything. + +## Step 2: One tool, and the loop by hand +Duration: 13 + +### The model + +`step_02_one_tool` replaces Getting Started's Gemma 3 1B with a model whose +whole job is this: + +```dart + /// A 270M model whose whole job is function calling. + /// + /// 284 MB — small enough to download while you read this page, and small + /// enough that it does very little else: ask it a general question and the + /// answer will be thin. That is the trade this step is making on purpose. + /// Calling a function is a narrow skill, and a model specialised for it can + /// be a fraction of the size of one that also has to hold a conversation. + static const functionGemma = ModelChoice( + label: 'FunctionGemma 270M', + url: + 'https://huggingface.co/sasha-denisov/function-gemma-270M-it/' + 'resolve/main/functiongemma-270M-it.litertlm', + fileName: 'functiongemma-270M-it.litertlm', + modelType: ModelType.functionGemma, + sizeLabel: '284 MB', + ); +``` + +`ModelType.functionGemma` is the line to pause on. It selects the format the +SDK writes *and* reads: the declarations go into a developer turn these weights +were trained on, and `call:multiply{…}` is parsed back +into a `FunctionCallResponse`. Name a different family and the SDK writes a +prompt the model never saw and waits for a syntax it never emits — every turn +comes back as plain text and nothing says why. + +The repository is ungated, so `main.dart` loses the Hugging Face plumbing it +inherited from Getting Started, and gains a `try` in exchange: + +```dart + try { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + } catch (error) { + runApp(_StartupFailed(error: error)); + return; + } +``` + +That is not ceremony. This is the earliest thing in the app that can fail — +hot-restarting after adding a plugin throws `MissingPluginException` right here +— and an `await` before `runApp` that throws never reaches `runApp` at all. + +### Declare the function + +A new file, `lib/tools.dart`: + +```dart +const multiplyTool = Tool( + name: 'multiply', + // The model reads this. It is the only thing telling it WHEN to call — so + // "use this instead of working it out yourself" is instruction, not prose. + description: + 'Multiply two numbers and return the exact product. Use this for any ' + 'multiplication instead of working it out yourself.', + parameters: { + 'type': 'object', + 'properties': { + 'a': {'type': 'number', 'description': 'The first number.'}, + 'b': {'type': 'number', 'description': 'The second number.'}, + }, + 'required': ['a', 'b'], + }, +); +``` + +Nothing there runs. The half that does is a plain Dart function: + +```dart +Map runMultiply(Map args) { + final a = asNumber(args['a']); + final b = asNumber(args['b']); + if (a == null || b == null) { + // Returned, not thrown. A model wrote these arguments and a model can + // write nonsense; an error map is a turn it can read and correct on the + // next one, while an exception ends the conversation and takes the + // committed call with it. + return { + 'error': + 'multiply needs two numbers. Got a=${args['a']}, b=${args['b']}.', + }; + } + final product = a * b; + // `12 * 13` arriving as doubles comes back as `156.0`, and the model has to + // read that number out loud. Say 156. + return { + 'result': product is double && product == product.truncateToDouble() + ? product.toInt() + : product, + }; +} +``` + +Two details there earn their lines. The arguments are whatever JSON the model +produced — FunctionGemma is trained to emit them as strings, so `"12"` is the +ordinary case and `12` and `12.0` are the others: + +```dart +num? asNumber(Object? value) => switch (value) { + final num n => n, + final String s => num.tryParse(s.trim()), + _ => null, +}; +``` + +And a bad call is *answered*, not thrown. Everything `runMultiply` returns +becomes the model's only knowledge of what happened; an exception instead ends +the turn and leaves a call in the history that nothing replied to. + +### Open a session that has tools + +Two arguments on `createChat`: + +```dart + final chat = await inference.createChat( + // Which family's call syntax the SDK writes and reads. With + // `ModelType.functionGemma` it renders the declarations into a + // developer turn these weights were trained on, and parses + // `call:multiply{…}` back into the + // `FunctionCallResponse` the loop below waits for. + modelType: widget.model.modelType, + // The declarations. This is the whole of "the model can call your + // code": a list of names, descriptions and argument schemas. + tools: const [multiplyTool], + // And the switch that turns the machinery on. `tools` without this is + // the quiet failure worth knowing about: `InferenceChat` logs + // "Model does not support function calls, but tools were provided. + // Tools will be ignored", never renders the declarations, and the + // model answers every question out of its own head — fluently, and + // with arithmetic it made up. + supportsFunctionCalls: true, + maxOutputTokens: 256, + ); +``` + +Note what the call *above* it does not take. If you came from the multimodal +codelab you will be looking for the second place to set the flag — the trap +where `supportImage` has to go on `getActiveModel` as well or native fails the +turn. There is no second place here: + +```dart + final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); +``` + +`getActiveModel` builds the engine, and nothing about the engine changes when +you declare a function. Tools belong to the session. What does change is the +budget: the declarations are rendered into the prompt once and stay in the +history for the rest of the conversation, and every call and every tool +response is another turn in there — so 4096 rather than Getting Started's 1024. + +### The loop, written out + +This is the part worth reading once. One message, three questions asked in +order: + +```dart + await chat.addQueryChunk(Message.text(text: text, isUser: true)); + + // ROUND ONE. The model either answers, or asks for the function. + final calls = await _generate(chat); + if (calls.isEmpty) return; // a plain answer — nothing to run + + // The app runs it. This half is never the SDK's: a tool is an action in + // your program, and only your program knows what `multiply` means. + for (final call in calls) { + final result = _run(call); + if (mounted) { + setState(() { + _turns + ..add(_Turn(_describeCall(call), kind: _TurnKind.toolCall)) + ..add(_Turn(jsonEncode(result), kind: _TurnKind.toolResult)); + }); + } + // Handing the answer back is a MESSAGE, not a return value. Until this + // reaches the session the model has not seen the number at all. + await chat.addQueryChunk( + Message.toolResponse(toolName: call.name, response: result), + ); + } + + // ROUND TWO. Same session, same history — now with the result in it. + final again = await _generate(chat); + if (again.isEmpty) return; +``` + +`_generate` is one generation. The text and the calls arrive on the same +stream, so it collects both: + +```dart + await for (final chunk in chat.generateChatResponseAsync()) { + switch (chunk) { + case TextResponse(:final token): + // Each TextResponse carries only the NEW text, not the whole reply + // so far — append, never replace. + buffer.write(token); + // Guarded rather than returned: a call this stream has already + // yielded is committed to the chat's history and still has to be + // answered, so the loop keeps draining even with no screen to paint. + if (mounted) { + setState( + () => + _turns[at] = _Turn(buffer.toString(), kind: _TurnKind.model), + ); + } + case FunctionCallResponse(): + pending.add(chunk); + case ParallelFunctionCallResponse(:final calls): + // One turn, several calls. FunctionGemma with a single declared tool + // will rarely do this, but the case exists and dropping it would + // leave committed calls unanswered. + pending.addAll(calls); + case ThinkingResponse(): + // Filtered out upstream unless the chat was opened with + // `isThinking: true` — `complete` does exactly that. Here the branch + // exists so the switch stays exhaustive. + break; + } + } +``` + +The switch is exhaustive over the sealed `ModelResponse` on purpose. Write it +as `if (chunk is TextResponse)` and a case the SDK adds later becomes silence +in your app rather than a compile error. + +### The rule this loop is already keeping + +Round two can come back with *another* call. This app runs one round and stops +— but it still answers what it will not run: + +```dart + // The model asked for another call. Every call the stream yielded is + // ALREADY in the chat's history, and a call left without a response + // poisons the next turn on this chat — the model re-issues it, or + // answers nothing at all. So the ones this step will not run still get + // an answer, and it says what happened. +``` + +That is the invariant to carry into Step 3. A `FunctionCallResponse` is +committed to the persistent history *at the moment it is yielded* — before your +code has seen it — so every call needs a reply on every path out, not only the +happy one. + +### Run it + +Run `step_02_one_tool` and ask *what is 1234 times 5678?* The transcript shows +four lines: your question, `multiply(a: 1234, b: 5678)`, `{"result":7006652}`, +and the model reading that number back. Check it on a calculator — that is the +point of choosing arithmetic. + +Then ask it something with no tool in it, like *hello*. One round, no calls, +and a thin little answer: this is a 270M model, and conversation is not what it +is for. + +## Step 3: Hand the loop to the SDK +Duration: 8 + +Everything in Step 2's `_send` past `addQueryChunk` is the same in every +tool-calling app ever written, and it has more edges than it looks. So the SDK +ships it: + +```dart + await for (final chunk in chat.generateChatResponseWithTools( + // Run the function. Returning the map is what feeds the model; the + // SDK wraps it in `Message.toolResponse` and stages it before the + // next generation. + onToolCall: _onToolCall, + maxToolTurns: _maxToolTurns, + // Called once, if the loop runs out of turns with calls still coming. + // Without it the reply is quietly empty or half-written and nothing + // says the cap is why. + onMaxToolTurns: () => hitCap = true, + )) { +``` + +The whole of your half is now the callback: + +```dart + Future> _onToolCall(FunctionCallResponse call) async { + final result = _run(call); +``` + +Staging your message is still yours. The loop drives generation; it does not +send your turn for you, exactly as `generateChatResponseAsync` does not: + +```dart + await chat.addQueryChunk(Message.text(text: text, isUser: true)); +``` + +### The stop condition + +```dart +const _maxToolTurns = 4; +``` + +The loop ends when a generation comes back with no calls in it — which is a +promise about the model, not about the code. A model that keeps asking would +run until the context window filled, so `maxToolTurns` is the cap, and hitting +it is reported rather than swallowed: + +```dart + if (hitCap && mounted) { + setState( + () => _notice = + 'The model was still asking for tools after $_maxToolTurns ' + 'turns, so the loop stopped. The answer above may be missing ' + 'or cut short.', + ); + } +``` + +A cap below 1 throws a `RangeError`, deliberately. Zero turns would answer the +message you just staged with nothing at all and close the stream, which on +screen is indistinguishable from a model that had nothing to say — so the SDK +refuses instead of producing a silent no-op. + +### What you got that you did not write + +The happy path in Step 2 was correct. Three others were not there at all, and +each of them is a committed call that would have been left dangling: + +* **the turn was cancelled** — the loop answers every collected call with + `{'status': 'cancelled'}` before returning, so the history is balanced and + the tools' side effects never run +* **your tool threw** — the failed call is answered with `{'error': …}`, the + siblings in that turn are answered as not run, and the exception is + *rethrown* so you still see it +* **the generation stream errored mid-turn** — the calls it had already yielded + are answered before the original error is rethrown + +All three leave the chat usable for the next message. All three would have +taken another twenty lines in `_send`, and you would only have found out you +needed them from a conversation that started answering nothing. + +### Run it + +Run `step_03_the_loop` and ask for something that chains: *12 times 12, then +that times 3*. Two calls, two results, one answer — and the transcript shows +each generation writing underneath the work it was given, because the reply +bubble is re-anchored every time a tool runs. + +## Step 4: Fine-tune the model on your own tools +Duration: 14 + +This step is optional, it does not touch `lib/`, and its output is a file. + +`step_04_finetune/` is not a Flutter app — it has no `pubspec.yaml`, so the +codelab gate does not analyze or build it. What it holds is the two inputs a +[litetune](https://github.com/DenisovAV/litetune) run needs, for the three +tools this codelab declares. + +### What litetune is + +It takes a Hugging Face checkpoint through LoRA fine-tuning, merges, exports to +`.litertlm`, and bundles the result with metadata — five commands, because each +stage fails differently and a single `run` would hide which one you are in. + +**This is alpha software**, and its own statement of what has been measured is +worth quoting: *measured end to end on `google/functiongemma-270m-it` and +function calling only*. That is precisely the model and the task you have been +running since Step 2 — so this codelab is inside the one path the tool has +actually been measured on. Its other scorer and its other base models are not. + +```bash +pip install litetune +``` + +**Linux or macOS**, Python 3.10–3.12. Python 3.13 runs `prepare`, `tune` and +`bundle` but not `convert` or `verify`: the export toolchain pins +`numpy==2.0.2`, and that stops publishing wheels after 3.12. Windows is +untried. On Linux you also need `libvulkan1` — `litert-lm` `dlopen()`s a +Vulkan-linked library even for the CPU backend, and without it every +invocation, `--help` included, dies in under a second: + +```bash +sudo apt-get install -y libvulkan1 # Debian/Ubuntu +``` + +It runs on CPU, which is workable at 270M. Each stage builds and caches its own +environment, and they are not small: `convert` pulls about 1.6 GB and `tune` +588 MB. `litetune env` shows what is on disk, `litetune env --clean` removes +it. Colab works out of the box. + +### Your data declares the task + +One JSON object per line, and **the shape of the target is how you say what +kind of task this is**. An object with a `name` is a tool call: + +```json +{"prompt": "set an alarm for 7", "target": {"name": "set_alarm", "args": {"hour": "7"}}} +``` + +A bare string is the answer itself, and that is `exact-text` rather than +function calling. Two shapes rather than a target plus a `--target-kind`, +because those two could disagree and a shape cannot disagree with itself. You +match it with `--scorer tool-call` at `verify`. + +`step_04_finetune/raw.jsonl` is 72 rows in that shape, for `multiply`, +`get_current_time` and `get_device_info` — the three tools `complete/` +declares: + +```json +{"prompt": "how much is 1234 * 5678?", "target": {"name": "multiply", "args": {"a": "1234", "b": "5678"}}} +``` + +Seventy-two rows are enough to run all five commands end to end and get a file +out. They are not enough to move a quality number: litetune's own published +figures come from thousands of examples, and `prepare` holds half of any file +back for scoring. Treat this run as a rehearsal of the pipeline and bring your +own data when you want a result. + +### The five commands + +Run them from `step_04_finetune/`. + +```bash +# 1. Split, and reject rows that cannot be scored. Seconds. +litetune prepare --data raw.jsonl --output-dir data --context-length 1024 \ + --tokenizer google/functiongemma-270m-it + +# 2. Fine-tune. CPU is fine at this size. +litetune tune --model google/functiongemma-270m-it --data data/train.jsonl \ + --output-dir tuned --prompt-mode prerendered --method lora + +# 3. Convert, sweeping recipes rather than trusting a default. +litetune convert --model tuned/model --output-dir artifacts \ + --recipe dynamic_wi8_afp32 --recipe weight_only_wi8_afp32 + +# 4. Measure what the conversion cost, against the float twin. +# `convert` names the artifact; look the filename up rather than build it. +litetune verify --model artifacts/weight_only_wi8_afp32/.litertlm \ + --reference tuned/model --data data/heldout.jsonl \ + --json > manifest.json + +# 5. Package the artifact with what was measured about it. +litetune bundle --output-dir bundle \ + --model artifacts/weight_only_wi8_afp32/.litertlm \ + --declarations tools.json --prompt-mode prerendered \ + --base-model google/functiongemma-270m-it \ + --base-model-revision \ + --adapter tuned/adapter \ + --train-metrics tuned/metrics.json \ + --verify-manifest manifest.json +``` + +Four of those flags decide something, and it is worth knowing which. + +**`--prompt-mode prerendered`** because that is what this app does. For +`ModelType.functionGemma`, `InferenceChat` renders the declarations into the +prompt itself — you read the code that does it in Step 2 — so the runtime must +not template them again. The value has to be the **same** in `tune` and +`bundle`, and the wrong one produces a fluent wrong answer rather than an +error. + +**`prepare` splits by content hash**, into `train.jsonl` and `heldout.jsonl`, +and rejects rows it cannot score. The held-out half is never trained on: +scoring a model on rows it was fitted to measures memorisation, not whether it +answers new inputs. Re-running `prepare` puts the same rows on the same side. + +**`--reference` is the float twin** — the same weights before conversion. That +is what makes the difference between the two sides the *conversion cost*, +rather than a mixture of that and whatever training did. Point it at an untuned +base instead and both numbers come back unavailable, because one measurement +cannot separate two effects. + +**`--recipe` has no default**, and litetune's own line for why is the right one +to keep: *"A sweep of one is not a comparison."* Two of its four recipes have +been measured (`dynamic_wi8_afp32`, `weight_only_wi8_afp32`) and two have not. +The two artifacts a sweep produces are 0.04% apart in bytes; nothing in file +size, exit code or logs separates them, and running both against held-out data +is the only thing that does. + +Step 3 already gives you something shippable — one `.litertlm` per recipe under +`artifacts//`. Steps 4 and 5 are what let you say anything about it. + +### Then open it in the app + +Here is the punchline, and it is a small one on purpose. Run `complete/`, +choose **Open a .litertlm from disk**, paste the absolute path that `convert` +printed, and the app runs your model. + +Not one line of Dart changes. The `.litertlm` you produced is a `.litertlm`, +and the only thing that differs is where the bytes are: + +```dart + /// Points an install at wherever this model's bytes are. + /// + /// The two branches are the whole difference between a model you downloaded + /// and a model you tuned: `fromNetwork` fetches the file, `fromFile` + /// registers one that is already here. Everything after this line — the + /// session, the tools, the loop — cannot tell them apart. + InferenceInstallationBuilder locate(InferenceInstallationBuilder builder) => + path != null ? builder.fromFile(path!) : builder.fromNetwork(url!); +``` + +`fromFile` does not copy. It checks the file exists, registers the path, and +marks it protected — so `getModelPath` later hands back your own +`artifacts/` directory, and moving or deleting the file takes the model with +it. It is also why the delete button in `complete/` is safe on a tuned model: +`uninstallModel` skips the file for a `FileSource` install and only forgets the +metadata. The app never owned that file. + +On the web there is no path to give — the browser arm of `fromFile` registers a +URL, not a file — so `complete/` says so instead of offering a text field that +cannot work. + +**If you skip this step**, nothing downstream breaks. `complete/` ships two +models it can download and works on either. + +## Step 5: Three tools, toolChoice, and thinking +Duration: 12 + +`complete/` is the finished app: a model list, three tools, and two session +settings you can change while it runs. + +### Three tools cost the loop nothing + +```dart +/// Everything the model is told it can call. +const toolbox = [multiplyTool, clockTool, deviceTool]; +``` + +The loop did not change to accept them, because it dispatches by name: + +```dart +Map runTool(FunctionCallResponse call) { + final runner = toolRunners[call.name]; + if (runner == null) { + return {'error': 'This app has no tool named "${call.name}".'}; + } + return runner(call.args); +} +``` + +Two collections, and the reason they are two rather than a `switch`: + +```dart +const toolRunners = { + 'multiply': runMultiply, + 'get_current_time': runClock, + 'get_device_info': runDeviceInfo, +}; +``` + +A declaration with no runner is a call the app answers with an error forever +and the model never finds out why; a runner with no declaration is code the +model is never told about. Two collections can be compared, and +`test/widget_test.dart` does: + +```dart + test('every declared tool has a runner, and no runner is undeclared', () { + expect( + toolbox.map((t) => t.name).toSet(), + toolRunners.keys.toSet(), + reason: 'toolbox and toolRunners must name the same tools', + ); + }); +``` + +The other two tools are the device clock and the platform name, for the same +reason `multiply` was arithmetic: you can check both by eye, and neither needs +a network. A tool with no arguments still declares `parameters`, which is worth +knowing — + +```dart +const clockTool = Tool( + name: 'get_current_time', + description: + 'Return the current local date and time on this device. Use this ' + 'whenever the answer depends on what time it is now.', + parameters: {'type': 'object', 'properties': {}}, +); +``` + +— because FunctionGemma's rendered declaration gates the whole `parameters` +block on that map. Drop it and the model reads a declaration that was cut off. + +### toolChoice, and a model that cannot obey it + +`ToolChoice` has three values and they do not all act at the same moment: + +```dart + // Whether the model may, must, or must not call. `none` does not just + // refuse calls at the end — it stops the declarations being rendered + // into the prompt at all, so the model never learns the tools exist. + toolChoice: _toolChoice, +``` + +Switch to `none` and ask the multiplication question again: you get the model's +own arithmetic, which is the demonstration. Switch to `required` on Gemma 4 and +it must call something. + +Switch to `required` on FunctionGemma and it will not, and the app says so +rather than leaving you to wonder: + +```dart + _notice = + _toolChoice == ToolChoice.required && + !widget.model.supportsRequiredToolChoice + ? '${widget.model.label} cannot be forced to call a tool — its ' + 'prompt format has no way to say so, and the SDK logs a ' + 'warning and behaves as "auto".' + : null; +``` + +That is not a bug in the model or in the SDK. FunctionGemma's prompt format has +no way to express "you must call a function", and honouring `required` would +mean inventing tokens it was never trained on — so `InferenceChat` logs a +warning and behaves as `auto`. A property of the checkpoint, recorded next to +the checkpoint: + +```dart + /// Can this model be *forced* to call a tool? + /// + /// `ToolChoice.required` needs a way to say "you must call a function" in + /// the prompt format. FunctionGemma's has none, so the SDK logs a warning + /// and behaves as `auto` — which is a perfectly reasonable thing for it to + /// do and a very confusing thing to watch if the app does not say so. + final bool supportsRequiredToolChoice; +``` + +### Thinking mode, and what the 2.59 GB buys + +Gemma 4 E2B can reason before it chooses. FunctionGemma cannot — 270M +parameters specialised for one skill, and reasoning is not it. One flag: + +```dart + // Reason first, then answer. On weights with no thinking training this + // buys nothing, which is why the switch is disabled for those. + isThinking: _thinking, +``` + +With it on, the stream carries a third kind of chunk: + +```dart + case ThinkingResponse(:final content): + // These reach the stream only because the chat was opened with + // `isThinking: true`; with it false the SDK drops them before this + // loop ever sees one. + _thought.write(content); + if (mounted) setState(_paintThinking); +``` + +`isThinking: false` is not a display choice — the SDK filters `ThinkingResponse` +out of the stream entirely, so an app that ignores the case sees nothing either +way. And the reasoning goes *above* the answer, because that is the order it +happened in: + +```dart + void _paintThinking() { + if (_thinkAt < 0) { + _turns.insert(_replyAt, const _Turn('', kind: _TurnKind.thinking)); + _thinkAt = _replyAt; + _replyAt += 1; + } + _turns[_thinkAt] = _Turn(_thought.toString(), kind: _TurnKind.thinking); + } +``` + +Thinking is generated text and comes out of the same budget as the answer, +which is why the session asks for more room when it is on: + +```dart + maxOutputTokens: _thinking ? 512 : 256, +``` + +### Both settings belong to the session + +Neither `toolChoice` nor `isThinking` can be changed on a live chat. One +decides whether the declarations are rendered into the prompt; the other +switches on a generation channel. Both are settled when the session is created, +so changing either closes the chat and opens another — and the transcript goes +with it: + +```dart + /// Rebuilds the session because a session setting changed. + /// + /// There is no way to change `toolChoice` or `isThinking` on a live chat: + /// both are decided when the session is created — one renders the + /// declarations into the prompt, the other switches on a generation channel + /// — so the honest thing is to close this one and open another. The + /// transcript goes with it, because the new session's history is empty and a + /// transcript that survived would be describing a conversation the model can + /// no longer remember. +``` + +### Three models, one container + +`complete/` opens with a list rather than a single constant, because by now +there are three things it can run: two downloads and whatever came out of Step +4. All three share one application identity, so `install()` being idempotent is +not enough — the gate has to say which model it *means*: + +```dart + Future _check() async { + if (!await FlutterGemma.isModelInstalled(widget.model.fileName)) { + return false; + } + await widget.model + .locate( + FlutterGemma.installModel( + modelType: widget.model.modelType, + fileType: ModelFileType.litertlm, + ), + ) + .install(); + return true; + } +``` + +A model you added from disk turns up in that list again on the next launch, +without the app storing anything of its own — `listInstalledModels` returns the +ids, and `getModelPath` turns one back into where the file actually is: + +```dart + Future> _findYourOwn() async { + final shipped = {for (final m in Models.downloadable) m.fileName}; + final installed = await FlutterGemma.listInstalledModels(); + final yours = []; + for (final id in installed) { + if (shipped.contains(id)) continue; + yours.add(ModelChoice.fromDisk(await FlutterGemma.getModelPath(id))); + } + return yours; + } +``` + +One simplification stated out loud: a model opened from disk is assumed to be a +fine-tuned FunctionGemma, because that is what Step 4 produces and nothing on +disk records which family a `.litertlm` belongs to. Tune a different base and +`ModelChoice.fromDisk` is the line to change. + +### Where this runs + +| | Android | iOS device | iOS Simulator | macOS | Windows | Linux | Web | +|---|---|---|---|---|---|---|---| +| Function calling | yes | yes | CPU only | yes | yes | yes | see below | +| Thinking (Gemma 4) | yes | yes | CPU only | yes | yes | yes | see below | +| Open a file from disk | yes | yes | yes | yes | yes | yes | **no** | + +**The web** builds and runs, and text chat works. The `.litertlm` browser +runtime is an early preview of `@litert-lm/core`, and nothing in this codelab +was verified against it — treat function calling there as untested rather than +as promised. The 2.59 GB model is in any case not a browser download, and the +from-disk path is genuinely absent: `fromFile` in a browser registers a URL, +because a browser has no path to give. + +**The iOS Simulator** runs CPU-only — Metal's simulator implementation caps a +single allocation at 256 MB, below Gemma 4's weights. FunctionGemma at 284 MB +is comfortable there; Gemma 4 will crawl if it loads at all, and hardware is +the answer. + +### Try it end to end + +`complete/` ships an integration test that downloads Gemma 4, opens one chat +with all three declarations, and asks a question the model cannot answer on its +own. It needs a device and a 2.59 GB download, so it is not part of CI: + +```bash +cd codelabs/function-calling-flutter-gemma/complete +flutter test integration_test/function_calling_test.dart -d +``` + +What it asserts is worth reading, because "the reply is not empty" would not +have caught anything: + +```dart + // Ground truth, taken from the call the model actually made rather than + // from what it was asked: `isNotEmpty` on the reply would not tell a model + // that used the tool from one that invented a plausible number and ignored + // it. Whatever arguments it chose, the product in the reply must be the + // one THIS app computed for them. +``` + +## What's next +Duration: 2 + +A declaration, a function, and a loop that knows when to stop — plus a model +you tuned yourself, if you spent the CPU time. + +* **On-device RAG** gives the model documents instead of functions: embed your + own text, search it, and ground the answer +* **`flutter_gemma_agent`** builds on exactly this loop — skills written as + Markdown, JavaScript or native intents, driven by the same + function-calling machinery +* **Multimodal** ([Vision and Audio on Device](/codelabs/multimodal-flutter-gemma)) + is the other thing a session flag switches on, and the codelab where the flag + really does have to go in two places + +### Reference + +* [flutter_gemma on pub.dev](https://pub.dev/packages/flutter_gemma) — the full + platform support matrix and the model table +* [litetune](https://github.com/DenisovAV/litetune) — the fine-tuning pipeline + Step 4 uses, including what it has and has not measured +* [Source and this codelab's code](https://github.com/DenisovAV/flutter_gemma) diff --git a/website/lib/codelabs/codelabs_page.dart b/website/lib/codelabs/codelabs_page.dart index 235f83e58..4f4000ead 100644 --- a/website/lib/codelabs/codelabs_page.dart +++ b/website/lib/codelabs/codelabs_page.dart @@ -94,11 +94,14 @@ class CodelabsPage extends StatelessComponent { title: 'Function Calling with On-Device Models in Flutter', blurb: 'Declare Dart functions the model can call, drive the call/response ' - 'loop, and watch it reason first with thinking mode.', - duration: '45 min', + 'loop by hand and then hand it to the SDK, fine-tune a 270M model on ' + 'your own tools, and watch a bigger one reason first with thinking ' + 'mode.', + duration: '56 min', level: 'Intermediate', - tags: ['function calling', 'tools', 'thinking mode'], + tags: ['function calling', 'tools', 'fine-tuning', 'thinking mode'], accent: Brand.green, + href: '/codelabs/function-calling-flutter-gemma', ), _Codelab( title: 'On-Device RAG in Flutter: Embeddings and Vector Search', From 172ec26881bd67223f8dfd37d27e1c7c3f474c52 Mon Sep 17 00:00:00 2001 From: Sasha Denisov Date: Mon, 7 Sep 2026 20:15:33 +0200 Subject: [PATCH 2/6] fix(codelabs): FunctionGemma answers on the GPU backend MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Measured on macOS. The model this codelab opens with generates nothing but `` repeated to the token limit when the engine is built for the GPU backend — no exception, no warning, a chat that looks alive and returns filler. Steps 2 and 3 shipped that way and would not have worked for anyone who ran them. On CPU the same weights ask for the tool correctly: [fg] calls: [multiply({a: 6, b: 7})] So both steps now ask for `PreferredBackend.cpu`, and maxTokens drops 4096 → 1024, which is what this checkpoint is built for and the value the working run used. A 270M model does not need a GPU; the codelab says so and says why. Not a codelab bug: the example app configures the same model with PreferredBackend.gpu, so it has the same problem off Android. Worth an issue against the plugin — a silent `` is the failure mode nobody diagnoses. --- .../step_02_one_tool/lib/chat_page.dart | 13 ++++++++++++- .../step_03_the_loop/lib/chat_page.dart | 13 ++++++++++++- .../function-calling-flutter-gemma/index.md | 15 +++++++++++++-- 3 files changed, 37 insertions(+), 4 deletions(-) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart index 847ff8cf7..501e14e7a 100644 --- a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart @@ -68,7 +68,18 @@ class _ChatPageState extends State { // to set in two places here — `getActiveModel` builds the engine, and // nothing about the weights changes when you declare a function. Tools // belong to the SESSION, and the session is opened one call down. - final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + // Measured on macOS 2026-09-07: on the GPU backend these weights emit + // nothing but `` — no error, no warning, a chat that looks alive + // and answers with filler. On CPU the same model asks for the tool + // correctly. A 270M model does not need a GPU, so ask for the backend + // that works rather than the fastest one on paper. + // + // maxTokens 1024 is what this checkpoint is built for; the example app + // uses the same, and it is the value this was measured at. + final inference = await FlutterGemma.getActiveModel( + maxTokens: 1024, + preferredBackend: PreferredBackend.cpu, + ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never // close. A page that is already gone holds nothing, so it closes it here. diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart index f7dbdfb34..9db3688bb 100644 --- a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart @@ -85,7 +85,18 @@ class _ChatPageState extends State { // A driven loop spends more of it than Step 2's single round did: every // call and every tool response stays in the history for the rest of the // conversation. - final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + // Measured on macOS 2026-09-07: on the GPU backend these weights emit + // nothing but `` — no error, no warning, a chat that looks alive + // and answers with filler. On CPU the same model asks for the tool + // correctly. A 270M model does not need a GPU, so ask for the backend + // that works rather than the fastest one on paper. + // + // maxTokens 1024 is what this checkpoint is built for; the example app + // uses the same, and it is the value this was measured at. + final inference = await FlutterGemma.getActiveModel( + maxTokens: 1024, + preferredBackend: PreferredBackend.cpu, + ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never // close. A page that is already gone holds nothing, so it closes it here. diff --git a/website/codelabs/function-calling-flutter-gemma/index.md b/website/codelabs/function-calling-flutter-gemma/index.md index 6728edd73..a1050fccd 100644 --- a/website/codelabs/function-calling-flutter-gemma/index.md +++ b/website/codelabs/function-calling-flutter-gemma/index.md @@ -300,11 +300,22 @@ where `supportImage` has to go on `getActiveModel` as well or native fails the turn. There is no second place here: ```dart - final inference = await FlutterGemma.getActiveModel(maxTokens: 4096); + final inference = await FlutterGemma.getActiveModel( + maxTokens: 1024, + preferredBackend: PreferredBackend.cpu, + ); ``` `getActiveModel` builds the engine, and nothing about the engine changes when -you declare a function. Tools belong to the session. What does change is the +you declare a function. Tools belong to the session. + +The two arguments it *does* take are worth a moment, because one of them was +measured the hard way. On this machine, with the GPU backend, these weights +answer every prompt with `` repeated to the token limit — no exception, no +warning, a chat that looks alive and returns filler. On CPU the same model asks +for `multiply` correctly. A 270M model does not need a GPU, so this codelab +asks for the backend that works rather than the one that sounds faster, and +`maxTokens: 1024` is what this checkpoint is built for. What does change is the budget: the declarations are rendered into the prompt once and stay in the history for the rest of the conversation, and every call and every tool response is another turn in there — so 4096 rather than Getting Started's 1024. From 15099a970982fb2e973255dc1d9d9c36e9b076ee Mon Sep 17 00:00:00 2001 From: Sasha Denisov Date: Mon, 7 Sep 2026 20:43:06 +0200 Subject: [PATCH 3/6] fix(codelab): say what toolChoice, the web arm and the gated base really do MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Review of #496 found the function-calling codelab asserting five things the source contradicts. - `ToolChoice.none` does not stop Gemma 4 seeing the declarations: the litertlm `createChat` forwards `tools:` regardless, and `none` only switches off the SDK's swallow — so a call under it streams raw tool_calls JSON into the bubble. Say that instead. - `ToolChoice.required` is a no-op on Gemma 4 too: the "you must call" text lives on the Dart-injection path passthrough models skip, and `tools_json` carries no tool_choice. `supportsRequiredToolChoice` is now false for both models, so the app's own notice tells the truth at the point of use. - Step 4's base checkpoint is HF-gated with manual approval. Scope the "no token needed" promise to the app, and put "request access first" where someone decides whether to start the step. - Web function calling is known-broken from source, not untested: the browser runtime never overrides `createChat`, so the session gets no declarations. - Drop the stale "so 4096" argument left under a `maxTokens: 1024` call. Plus four minors: litetune's command numbering disambiguated from the codelab's steps, step_02's stream-error hole disclosed where it happens, its one unguarded setState guarded, and two claims softened to what was measured. --- .../complete/lib/chat_page.dart | 17 +- .../complete/lib/model.dart | 20 ++- .../complete/test/widget_test.dart | 12 +- .../step_02_one_tool/lib/chat_page.dart | 21 ++- .../step_04_finetune/README.md | 14 +- .../function-calling-flutter-gemma/index.md | 165 ++++++++++++------ 6 files changed, 180 insertions(+), 69 deletions(-) diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart index 43570ae98..ab730b348 100644 --- a/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/complete/lib/chat_page.dart @@ -124,9 +124,14 @@ class _ChatPageState extends State { // changed to add the second and third: the loop dispatches by name. tools: toolbox, supportsFunctionCalls: true, - // Whether the model may, must, or must not call. `none` does not just - // refuse calls at the end — it stops the declarations being rendered - // into the prompt at all, so the model never learns the tools exist. + // Whether the model may, must, or must not call — and how much of that + // lands depends on who renders the declarations. On FunctionGemma the + // SDK renders them into the prompt, so `none` leaves them out and the + // model never learns the tools exist. On Gemma 4 the runtime renders + // them from `tools_json`, which `createChat` passes whatever you + // choose here — so `none` cannot take them back out. What it does + // switch off there is the SDK's suppression of tool-call JSON, which + // is why a call made under `none` can arrive as raw JSON in the bubble. toolChoice: _toolChoice, // Reason first, then answer. On weights with no thinking training this // buys nothing, which is why the switch is disabled for those. @@ -163,9 +168,9 @@ class _ChatPageState extends State { _notice = _toolChoice == ToolChoice.required && !widget.model.supportsRequiredToolChoice - ? '${widget.model.label} cannot be forced to call a tool — its ' - 'prompt format has no way to say so, and the SDK logs a ' - 'warning and behaves as "auto".' + ? '${widget.model.label} cannot be forced to call a tool — nothing ' + 'in the prompt it is given can say "you must", so `required` ' + 'behaves as "auto".' : null; }); diff --git a/codelabs/function-calling-flutter-gemma/complete/lib/model.dart b/codelabs/function-calling-flutter-gemma/complete/lib/model.dart index 141de855c..e27fa3d85 100644 --- a/codelabs/function-calling-flutter-gemma/complete/lib/model.dart +++ b/codelabs/function-calling-flutter-gemma/complete/lib/model.dart @@ -73,9 +73,12 @@ class ModelChoice { /// Can this model be *forced* to call a tool? /// /// `ToolChoice.required` needs a way to say "you must call a function" in - /// the prompt format. FunctionGemma's has none, so the SDK logs a warning - /// and behaves as `auto` — which is a perfectly reasonable thing for it to - /// do and a very confusing thing to watch if the app does not say so. + /// the prompt the model actually reads, and neither of these has one. + /// FunctionGemma's format cannot express it, so the SDK logs a warning and + /// behaves as `auto`. Gemma 4's declarations go to the runtime as + /// `tools_json`, which carries no `tool_choice` — so `required` is `auto` + /// there too, without even the warning. Reasonable behaviour on the SDK's + /// part, and very confusing to watch if the app does not say so. final bool supportsRequiredToolChoice; /// Points an install at wherever this model's bytes are. @@ -115,9 +118,14 @@ abstract final class Models { /// The reason to pay 2.59 GB instead of 284 MB. /// /// Same three tools, same loop — but these weights can reason out loud - /// before deciding which function to call, and they can be told they MUST - /// call one. Nine times the download for the two things the small model + /// before deciding which function to call, and they hold a conversation + /// either side of it. Nine times the download for the thing the small model /// cannot do at all. + /// + /// What it does NOT buy is `ToolChoice.required`: its declarations reach the + /// runtime as `tools_json`, which has no `tool_choice` field, so `required` + /// is `auto` here exactly as it is on FunctionGemma — see + /// [supportsRequiredToolChoice]. static const gemma4 = ModelChoice( label: 'Gemma 4 E2B', url: @@ -127,7 +135,7 @@ abstract final class Models { modelType: ModelType.gemma4, sizeLabel: '2.59 GB', supportsThinking: true, - supportsRequiredToolChoice: true, + supportsRequiredToolChoice: false, ); /// The ones with a download, in the order the list shows them. diff --git a/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart b/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart index 9f86d4dd4..03ef02922 100644 --- a/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart +++ b/codelabs/function-calling-flutter-gemma/complete/test/widget_test.dart @@ -110,10 +110,18 @@ void main() { }); // The two capabilities the chat reads before it offers a control. - test('only Gemma 4 reasons out loud or can be forced to call', () { + test('only Gemma 4 reasons out loud', () { expect(Models.gemma4.supportsThinking, isTrue); - expect(Models.gemma4.supportsRequiredToolChoice, isTrue); expect(Models.functionGemma.supportsThinking, isFalse); + }); + + // Neither, and that is the point of recording it per checkpoint rather + // than assuming the larger model can do more. FunctionGemma's prompt + // format cannot express "you must call"; Gemma 4's declarations reach the + // runtime as `tools_json`, which carries no `tool_choice` at all. A model + // whose format did express it would set this true — none here does. + test('neither model can be forced to call a tool', () { + expect(Models.gemma4.supportsRequiredToolChoice, isFalse); expect(Models.functionGemma.supportsRequiredToolChoice, isFalse); }); }); diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart index 501e14e7a..5f8b6c997 100644 --- a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart @@ -60,9 +60,8 @@ class _ChatPageState extends State { // Tools are not free inside it: the declarations below are rendered into // the prompt once and stay in the history for the rest of the // conversation, and every call and every tool response is another turn in - // there too. 1024 is the floor for a `.litertlm` model and what Getting - // Started uses; a tool round trip spends enough of it that this asks for - // more. + // the same window — so a tool-calling chat runs out of room sooner than a + // plain one does. // // Note what this call does NOT take: `tools`. There is no modality flag // to set in two places here — `getActiveModel` builds the engine, and @@ -208,6 +207,14 @@ class _ChatPageState extends State { // opened never just sits there empty. A failure between generations — // staging the tool response, say — has no bubble to overwrite, and gets // its own. + // + // What this does NOT do is balance the history, and that is the hole in + // the hand-written loop. If `generateChatResponseAsync` throws + // mid-stream, the calls it had already yielded are committed and now + // have no response — exactly the dangling state the round-two branch + // above takes such care to avoid. Closing it means tracking what + // `_generate` collected before it threw and answering those calls here. + // Step 3 hands the loop to the SDK, which already does. if (mounted) { setState(() { final at = _turns.length - 1; @@ -235,7 +242,13 @@ class _ChatPageState extends State { final pending = []; final buffer = StringBuffer(); - setState(() => _turns.add(const _Turn('', kind: _TurnKind.model))); + // Guarded like every other `setState` in this file: `_generate` is called + // after an `await`, so the page can be gone by the time it runs. With no + // page there is nothing to paint into, and the two writes to `at` below + // are guarded the same way. + if (mounted) { + setState(() => _turns.add(const _Turn('', kind: _TurnKind.model))); + } final at = _turns.length - 1; await for (final chunk in chat.generateChatResponseAsync()) { diff --git a/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md b/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md index c06499b49..4007eb778 100644 --- a/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md +++ b/codelabs/function-calling-flutter-gemma/step_04_finetune/README.md @@ -15,6 +15,17 @@ is data and commands. ## What you need +**Access to the base model, requested before you start.** Three of the five +commands below name `google/functiongemma-270m-it`, and that repository is +gated with **manual** approval — an anonymous fetch of its `config.json` +returns `401`, and a person grants access rather than a checkbox, so it can +take hours or days. Request it on +[the model page](https://huggingface.co/google/functiongemma-270m-it), then +`hf auth login` (or export `HF_TOKEN`) once it is granted. Without it command 1 +fails on the tokenizer download and you never reach command 2. Nothing else in +this codelab needs a token: the `.litertlm` the app downloads comes from the +ungated `sasha-denisov/function-gemma-270M-it`. + `pip install litetune` — **Linux or macOS**, Python 3.10–3.12. Python 3.13 runs `prepare`, `tune` and `bundle` but not `convert` or `verify`, because the export toolchain pins `numpy==2.0.2` and that stops publishing wheels after @@ -77,7 +88,8 @@ fluent wrong answer rather than an error. ## Then open it in the app -Step 3 already gives you a `.litertlm` per recipe under `artifacts//`. +Command 3 above — not the codelab's Step 3 — already gives you a `.litertlm` +per recipe under `artifacts//`. Run `complete/`, choose **Open a .litertlm from disk**, and paste the absolute path. Nothing in `lib/` changes — it is a `.litertlm`, and the app opens it the way it opens the two it downloads. diff --git a/website/codelabs/function-calling-flutter-gemma/index.md b/website/codelabs/function-calling-flutter-gemma/index.md index a1050fccd..786382d32 100644 --- a/website/codelabs/function-calling-flutter-gemma/index.md +++ b/website/codelabs/function-calling-flutter-gemma/index.md @@ -21,8 +21,9 @@ Three models, and the order is the argument. Step 2 starts on **FunctionGemma running your Dart before you have finished reading the page. Step 4 fine-tunes that same 270M model on the three tools this codelab declares and produces a `.litertlm` you open from disk. Step 5 pays **2.59 GB** for **Gemma 4 E2B**, -for the two things a 270M model cannot do at all: reason out loud before it -chooses, and be told it *must* call something. +for the thing a 270M model cannot do at all: reason out loud before it chooses +which function to call. It also declares its tools by a different route, which +is where `toolChoice` stops behaving the way its three names suggest. That is the idea worth taking away: @@ -57,8 +58,8 @@ call. That is the rule the loop in Step 3 exists to keep. `generateChatResponseWithTools` with `maxToolTurns` as the stop condition * why every committed call must be answered on every exit path, including the ones you did not plan for -* what `toolChoice` actually changes, and why one model can be forced to call - and another cannot +* what `toolChoice` actually changes — and, on both models here, what it does + not: neither can be forced to call, for two different reasons * how to fine-tune a 270M model on your own tools with **litetune**, convert it to `.litertlm`, and measure what the conversion cost * that a model you tuned loads through the same API as one you downloaded — @@ -69,17 +70,21 @@ call. That is the rule the loop in Step 3 exists to keep. * The finished app from [Getting Started with On-Device LLMs in Flutter](/codelabs/getting-started-flutter-gemma) — or just its `complete/` directory, which is this codelab's starter -* **No Hugging Face token** from Step 2 on: both repositories this codelab - downloads from are ungated, so every `flutter run` is a plain `flutter run` - with no `--dart-define`. Step 1 is Getting Started's finished app unchanged, - and it still runs that codelab's gated Gemma 3 1B, which needs - `--dart-define=HF_TOKEN=hf_...` +* **No Hugging Face token to run the app** from Step 2 on: the two repositories + the app downloads from — `sasha-denisov/function-gemma-270M-it` and + `litert-community/gemma-4-E2B-it-litert-lm` — are ungated, so every + `flutter run` is a plain `flutter run` with no `--dart-define`. Step 1 is + Getting Started's finished app unchanged, and it still runs that codelab's + gated Gemma 3 1B, which needs `--dart-define=HF_TOKEN=hf_...` * Room for **284 MB** from Step 2, and for **2.59 GB** in Step 5 — plus the memory to open the larger one, roughly 6 GB of RAM. A 4 GB phone is killed by the OS rather than told no * Step 4 is optional and costs CPU time instead of megabytes: **Linux or macOS**, Python 3.10–3.12, and about 2.2 GB of cached Python environments. - Skip it and the app works on the stock models + It is also the one part of this codelab that *does* need a Hugging Face + token, because the base checkpoint it fine-tunes is gated and the approval is + manual — **request access before you start it**, see that step's own + prerequisites. Skip it and the app works on the stock models ### Get the code @@ -315,10 +320,11 @@ answer every prompt with `` repeated to the token limit — no exception, n warning, a chat that looks alive and returns filler. On CPU the same model asks for `multiply` correctly. A 270M model does not need a GPU, so this codelab asks for the backend that works rather than the one that sounds faster, and -`maxTokens: 1024` is what this checkpoint is built for. What does change is the -budget: the declarations are rendered into the prompt once and stay in the -history for the rest of the conversation, and every call and every tool -response is another turn in there — so 4096 rather than Getting Started's 1024. +`maxTokens: 1024` is what this checkpoint is built for. What changes with tools +is not the number but what has to fit under it: the declarations are rendered +into the prompt once and stay in the history for the rest of the conversation, +and every call and every tool response is another turn inside the same 1024 — +so a tool-calling chat runs out of room sooner than a plain one does. ### The loop, written out @@ -499,22 +505,49 @@ each of them is a committed call that would have been left dangling: * **the generation stream errored mid-turn** — the calls it had already yielded are answered before the original error is rethrown -All three leave the chat usable for the next message. All three would have -taken another twenty lines in `_send`, and you would only have found out you -needed them from a conversation that started answering nothing. +All three balance the history before they return, and that is what leaves the +chat usable for the next message — with one exception the SDK states rather +than hides: if the session is already too broken to accept the balancing feed +itself, it logs that the history may be left unbalanced and that the recovery +is to recreate the session. All three would have taken another twenty lines in +`_send`, and you would only have found out you needed them from a conversation +that started answering nothing. ### Run it Run `step_03_the_loop` and ask for something that chains: *12 times 12, then -that times 3*. Two calls, two results, one answer — and the transcript shows -each generation writing underneath the work it was given, because the reply -bubble is re-anchored every time a tool runs. +that times 3*. Whether a 270M model plans two calls or stops after one is the +model's decision, not the loop's — a single call is what was measured here — and +either way the transcript shows each generation writing underneath the work it +was given, because the reply bubble is re-anchored every time a tool runs. If +it stops after one, that is the checkpoint's limit: the loop keeps going for as +long as calls keep coming, up to `_maxToolTurns`. ## Step 4: Fine-tune the model on your own tools Duration: 14 This step is optional, it does not touch `lib/`, and its output is a file. +### Before you start: request access to the base model + +Three of the five commands below name `google/functiongemma-270m-it` — as the +tokenizer, as the model to tune, and as the base to record in the bundle. That +repository is **gated, and the approval is manual**: an anonymous fetch of its +`config.json` returns `401`, and access is granted by a person rather than by +accepting a checkbox, so it can take hours or days. + +So do this part first, not when you reach command 1: + +1. Open [the model page](https://huggingface.co/google/functiongemma-270m-it) + and request access. +2. When it is granted, `hf auth login` (or export `HF_TOKEN`). + +Without it `prepare` fails on the tokenizer download and you never reach +`tune`. This is the only place in the codelab that needs a token — the +`.litertlm` the app itself downloads comes from the ungated +`sasha-denisov/function-gemma-270M-it`, and nothing in Steps 2, 3 or 5 asks you +to log in. + `step_04_finetune/` is not a Flutter app — it has no `pubspec.yaml`, so the codelab gate does not analyze or build it. What it holds is the two inputs a [litetune](https://github.com/DenisovAV/litetune) run needs, for the three @@ -641,8 +674,9 @@ The two artifacts a sweep produces are 0.04% apart in bytes; nothing in file size, exit code or logs separates them, and running both against held-out data is the only thing that does. -Step 3 already gives you something shippable — one `.litertlm` per recipe under -`artifacts//`. Steps 4 and 5 are what let you say anything about it. +Command 3 in that list — not this codelab's Step 3 — already gives you +something shippable: one `.litertlm` per recipe under `artifacts//`. +Commands 4 and 5 are what let you say anything about it. ### Then open it in the app @@ -746,47 +780,70 @@ const clockTool = Tool( — because FunctionGemma's rendered declaration gates the whole `parameters` block on that map. Drop it and the model reads a declaration that was cut off. -### toolChoice, and a model that cannot obey it +### toolChoice, and the models that cannot obey it -`ToolChoice` has three values and they do not all act at the same moment: +`ToolChoice` has three values, and what each one is worth depends on **who +renders the declarations** for the model you picked: ```dart - // Whether the model may, must, or must not call. `none` does not just - // refuse calls at the end — it stops the declarations being rendered - // into the prompt at all, so the model never learns the tools exist. + // Whether the model may, must, or must not call — and how much of that + // lands depends on who renders the declarations. On FunctionGemma the + // SDK renders them into the prompt, so `none` leaves them out and the + // model never learns the tools exist. On Gemma 4 the runtime renders + // them from `tools_json`, which `createChat` passes whatever you + // choose here — so `none` cannot take them back out. What it does + // switch off there is the SDK's suppression of tool-call JSON, which + // is why a call made under `none` can arrive as raw JSON in the bubble. toolChoice: _toolChoice, ``` -Switch to `none` and ask the multiplication question again: you get the model's -own arithmetic, which is the demonstration. Switch to `required` on Gemma 4 and -it must call something. +Switch to `none` on **FunctionGemma** and ask the multiplication question +again: the declarations are gone from the prompt, you get the model's own +arithmetic, and that is the demonstration. + +On **Gemma 4** the same switch is weaker than its name. Its declarations are +carried by the session — `createChat` forwards `tools` to `createSession` +without consulting `toolChoice` — so `none` cannot unsay them. All it does +there is turn off the SDK's swallowing of a tool-call turn, so if the model +calls anyway you see the raw `{"role":"assistant","tool_calls":[…]}` in the +reply bubble instead of prose. Worth trying once, because it is the clearest +possible look at what the passthrough format actually puts on the wire. -Switch to `required` on FunctionGemma and it will not, and the app says so -rather than leaving you to wonder: +Switch to `required` and **neither** model obeys it. The app says so rather +than leaving you to wonder: ```dart _notice = _toolChoice == ToolChoice.required && !widget.model.supportsRequiredToolChoice - ? '${widget.model.label} cannot be forced to call a tool — its ' - 'prompt format has no way to say so, and the SDK logs a ' - 'warning and behaves as "auto".' + ? '${widget.model.label} cannot be forced to call a tool — nothing ' + 'in the prompt it is given can say "you must", so `required` ' + 'behaves as "auto".' : null; ``` -That is not a bug in the model or in the SDK. FunctionGemma's prompt format has -no way to express "you must call a function", and honouring `required` would -mean inventing tokens it was never trained on — so `InferenceChat` logs a -warning and behaves as `auto`. A property of the checkpoint, recorded next to -the checkpoint: +That is not a bug in either model, and the two reasons are different. +FunctionGemma's prompt format has no way to express "you must call a function", +and honouring `required` would mean inventing tokens it was never trained on — +so `InferenceChat` logs a warning and behaves as `auto`. Gemma 4 never reaches +that code: the only "you must" text the SDK owns lives on the Dart-injection +path, which passthrough models skip by design, and the `tools_json` handed to +the runtime carries no `tool_choice` field at all. So there `required` is +silently `auto` — not even a warning. + +Which is why the answer is recorded per checkpoint rather than assumed from +size. Today it is `false` for both, and the bigger model is not the exception: ```dart /// Can this model be *forced* to call a tool? /// /// `ToolChoice.required` needs a way to say "you must call a function" in - /// the prompt format. FunctionGemma's has none, so the SDK logs a warning - /// and behaves as `auto` — which is a perfectly reasonable thing for it to - /// do and a very confusing thing to watch if the app does not say so. + /// the prompt the model actually reads, and neither of these has one. + /// FunctionGemma's format cannot express it, so the SDK logs a warning and + /// behaves as `auto`. Gemma 4's declarations go to the runtime as + /// `tools_json`, which carries no `tool_choice` — so `required` is `auto` + /// there too, without even the warning. Reasonable behaviour on the SDK's + /// part, and very confusing to watch if the app does not say so. final bool supportsRequiredToolChoice; ``` @@ -905,16 +962,24 @@ disk records which family a `.litertlm` belongs to. Tune a different base and | | Android | iOS device | iOS Simulator | macOS | Windows | Linux | Web | |---|---|---|---|---|---|---|---| -| Function calling | yes | yes | CPU only | yes | yes | yes | see below | +| Function calling | yes | yes | CPU only | yes | yes | yes | **no** (Gemma 4) | | Thinking (Gemma 4) | yes | yes | CPU only | yes | yes | yes | see below | | Open a file from disk | yes | yes | yes | yes | yes | yes | **no** | -**The web** builds and runs, and text chat works. The `.litertlm` browser -runtime is an early preview of `@litert-lm/core`, and nothing in this codelab -was verified against it — treat function calling there as untested rather than -as promised. The 2.59 GB model is in any case not a browser download, and the -from-disk path is genuinely absent: `fromFile` in a browser registers a URL, -because a browser has no path to give. +**The web** builds and runs, and text chat works. Function calling on **Gemma +4** does not, and this is known from the source rather than merely untried: the +browser `.litertlm` runtime does not override `createChat`, so it inherits the +base implementation, whose session factory never passes `tools:` on. Gemma 4's +declarations travel *with the session*, so on web they never arrive — the model +is told nothing about your functions and answers 1234 × 5678 out of its own +head. FunctionGemma's declarations are rendered into the prompt by +`InferenceChat` instead, so they are not lost the same way, but nothing in this +codelab was run on web against either model, so treat that half as unverified. +Thinking is unverified for the same reason: the browser runtime types its +`extra_context` as opaque JSON and its thinking channel has never been +confirmed end to end. The 2.59 GB model is in any case not a browser download, +and the from-disk path is genuinely absent: `fromFile` in a browser registers a +URL, because a browser has no path to give. **The iOS Simulator** runs CPU-only — Metal's simulator implementation caps a single allocation at 256 MB, below Gemma 4's weights. FunctionGemma at 284 MB From 73100b905f09426deb4d8861aa325a1526bfce6e Mon Sep 17 00:00:00 2001 From: Sasha Denisov Date: Mon, 7 Sep 2026 21:31:12 +0200 Subject: [PATCH 4/6] fix(codelab): the finding was macOS-only, so scope the fix to macOS MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit I measured FunctionGemma answering `` on the GPU backend on macOS and then forced PreferredBackend.cpu on every platform. The measurement was real; the conclusion drawn from it was not. On Android the model runs on the GPU — which is how the plugin's own example configures it — so a macOS-only result was pessimising the platform most learners use. The backend is now asked for only where the failure was seen, and the text and the comment say so in as many words, including "do not read this as FunctionGemma needs CPU". --- .../step_02_one_tool/lib/chat_page.dart | 23 +++++++++++++------ .../step_03_the_loop/lib/chat_page.dart | 23 +++++++++++++------ .../function-calling-flutter-gemma/index.md | 20 +++++++++------- 3 files changed, 44 insertions(+), 22 deletions(-) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart index 5f8b6c997..cdf6a274f 100644 --- a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart @@ -1,5 +1,7 @@ import 'dart:convert'; +import 'package:flutter/foundation.dart' + show TargetPlatform, defaultTargetPlatform; import 'package:flutter/material.dart'; import 'package:flutter_gemma/flutter_gemma.dart'; @@ -67,17 +69,24 @@ class _ChatPageState extends State { // to set in two places here — `getActiveModel` builds the engine, and // nothing about the weights changes when you declare a function. Tools // belong to the SESSION, and the session is opened one call down. - // Measured on macOS 2026-09-07: on the GPU backend these weights emit - // nothing but `` — no error, no warning, a chat that looks alive - // and answers with filler. On CPU the same model asks for the tool - // correctly. A 270M model does not need a GPU, so ask for the backend - // that works rather than the fastest one on paper. - // // maxTokens 1024 is what this checkpoint is built for; the example app // uses the same, and it is the value this was measured at. + // + // The backend is asked for only on macOS, and only because of a measured + // failure there: on 2026-09-07, built for the GPU (Metal), these weights + // answered every prompt with `` to the token limit — no exception, + // no warning, a chat that looks alive and returns filler. On CPU the same + // model asked for the tool correctly. A 270M model does not need a GPU, + // so on that one platform this asks for the backend that works. + // + // Everywhere else the default stands. Do NOT read this as "FunctionGemma + // needs CPU": on Android it runs on the GPU, which is what the plugin's + // own example configures. final inference = await FlutterGemma.getActiveModel( maxTokens: 1024, - preferredBackend: PreferredBackend.cpu, + preferredBackend: defaultTargetPlatform == TargetPlatform.macOS + ? PreferredBackend.cpu + : null, ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart index 9db3688bb..f3ac01c37 100644 --- a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart @@ -1,5 +1,7 @@ import 'dart:convert'; +import 'package:flutter/foundation.dart' + show TargetPlatform, defaultTargetPlatform; import 'package:flutter/material.dart'; import 'package:flutter_gemma/flutter_gemma.dart'; @@ -85,17 +87,24 @@ class _ChatPageState extends State { // A driven loop spends more of it than Step 2's single round did: every // call and every tool response stays in the history for the rest of the // conversation. - // Measured on macOS 2026-09-07: on the GPU backend these weights emit - // nothing but `` — no error, no warning, a chat that looks alive - // and answers with filler. On CPU the same model asks for the tool - // correctly. A 270M model does not need a GPU, so ask for the backend - // that works rather than the fastest one on paper. - // // maxTokens 1024 is what this checkpoint is built for; the example app // uses the same, and it is the value this was measured at. + // + // The backend is asked for only on macOS, and only because of a measured + // failure there: on 2026-09-07, built for the GPU (Metal), these weights + // answered every prompt with `` to the token limit — no exception, + // no warning, a chat that looks alive and returns filler. On CPU the same + // model asked for the tool correctly. A 270M model does not need a GPU, + // so on that one platform this asks for the backend that works. + // + // Everywhere else the default stands. Do NOT read this as "FunctionGemma + // needs CPU": on Android it runs on the GPU, which is what the plugin's + // own example configures. final inference = await FlutterGemma.getActiveModel( maxTokens: 1024, - preferredBackend: PreferredBackend.cpu, + preferredBackend: defaultTargetPlatform == TargetPlatform.macOS + ? PreferredBackend.cpu + : null, ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never diff --git a/website/codelabs/function-calling-flutter-gemma/index.md b/website/codelabs/function-calling-flutter-gemma/index.md index 786382d32..905d09cbf 100644 --- a/website/codelabs/function-calling-flutter-gemma/index.md +++ b/website/codelabs/function-calling-flutter-gemma/index.md @@ -307,20 +307,24 @@ turn. There is no second place here: ```dart final inference = await FlutterGemma.getActiveModel( maxTokens: 1024, - preferredBackend: PreferredBackend.cpu, + preferredBackend: defaultTargetPlatform == TargetPlatform.macOS + ? PreferredBackend.cpu + : null, ); ``` `getActiveModel` builds the engine, and nothing about the engine changes when you declare a function. Tools belong to the session. -The two arguments it *does* take are worth a moment, because one of them was -measured the hard way. On this machine, with the GPU backend, these weights -answer every prompt with `` repeated to the token limit — no exception, no -warning, a chat that looks alive and returns filler. On CPU the same model asks -for `multiply` correctly. A 270M model does not need a GPU, so this codelab -asks for the backend that works rather than the one that sounds faster, and -`maxTokens: 1024` is what this checkpoint is built for. What changes with tools +The two arguments it *does* take are worth a moment. `maxTokens: 1024` is what +this checkpoint is built for. The backend is asked for on **macOS only**, and +only because of one measured failure: built for the GPU there, these weights +answered every prompt with `` repeated to the token limit — no exception, +no warning, a chat that looks alive and returns filler; on CPU the same model +asked for `multiply` correctly. Read that narrowly. FunctionGemma runs on the +GPU on Android, which is how the plugin's own example configures it, and this +codelab leaves the default alone everywhere except the one platform where it +was seen to fail. What changes with tools is not the number but what has to fit under it: the declarations are rendered into the prompt once and stay in the history for the rest of the conversation, and every call and every tool response is another turn inside the same 1024 — From 7ebb1dc43cf22b993296033cbbcfc45b03fb73dd Mon Sep 17 00:00:00 2001 From: Sasha Denisov Date: Mon, 7 Sep 2026 22:41:46 +0200 Subject: [PATCH 5/6] fix(codelab): the flood is the artifact, not the platform MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit I measured FunctionGemma answering on the GPU and blamed first the backend, then macOS. Both were wrong. The cause is the published .litertlm: it was converted before litetune set prefer_activation_type=fp32, and without that key the GPU path floods on Android and on macOS Metal alike. A re-conversion with a current litetune scores the same on GPU as on CPU and runs about 1.5x faster. So the CPU request goes back to every platform — it is a workaround for one downloadable file — and the text says which file, why, and that Step 4's re-conversion is what removes the need for it. That also gives the fine-tuning step a payoff a learner can see before changing a single training row. Measured by the owner on Metal: without the key 40/40 rows returned pad and nothing else; with it, 0.875 exact and 40/40 tool names, the same as CPU. --- .../step_02_one_tool/lib/chat_page.dart | 24 +++++++---------- .../step_03_the_loop/lib/chat_page.dart | 24 +++++++---------- .../function-calling-flutter-gemma/index.md | 26 +++++++++++-------- 3 files changed, 35 insertions(+), 39 deletions(-) diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart index cdf6a274f..dc3eed371 100644 --- a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/chat_page.dart @@ -1,7 +1,5 @@ import 'dart:convert'; -import 'package:flutter/foundation.dart' - show TargetPlatform, defaultTargetPlatform; import 'package:flutter/material.dart'; import 'package:flutter_gemma/flutter_gemma.dart'; @@ -72,21 +70,19 @@ class _ChatPageState extends State { // maxTokens 1024 is what this checkpoint is built for; the example app // uses the same, and it is the value this was measured at. // - // The backend is asked for only on macOS, and only because of a measured - // failure there: on 2026-09-07, built for the GPU (Metal), these weights - // answered every prompt with `` to the token limit — no exception, - // no warning, a chat that looks alive and returns filler. On CPU the same - // model asked for the tool correctly. A 270M model does not need a GPU, - // so on that one platform this asks for the backend that works. + // This checkpoint is asked to run on the CPU, and the reason is the + // FILE, not the platform and not the model. The published artifact was + // converted before litetune 0.1.4 began setting `prefer_activation_type=fp32`, + // and without that key the GPU path answers every prompt with `` to + // the token limit — measured on Android and on macOS Metal alike, with no + // exception and no warning, a chat that looks alive and returns filler. // - // Everywhere else the default stands. Do NOT read this as "FunctionGemma - // needs CPU": on Android it runs on the GPU, which is what the plugin's - // own example configures. + // Re-converted with a current litetune — which Step 4 does — the same + // weights score identically on GPU and run about 1.5x faster. So this is + // a workaround for one downloadable file, not a property of FunctionGemma. final inference = await FlutterGemma.getActiveModel( maxTokens: 1024, - preferredBackend: defaultTargetPlatform == TargetPlatform.macOS - ? PreferredBackend.cpu - : null, + preferredBackend: PreferredBackend.cpu, ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart index f3ac01c37..9e88b1142 100644 --- a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/chat_page.dart @@ -1,7 +1,5 @@ import 'dart:convert'; -import 'package:flutter/foundation.dart' - show TargetPlatform, defaultTargetPlatform; import 'package:flutter/material.dart'; import 'package:flutter_gemma/flutter_gemma.dart'; @@ -90,21 +88,19 @@ class _ChatPageState extends State { // maxTokens 1024 is what this checkpoint is built for; the example app // uses the same, and it is the value this was measured at. // - // The backend is asked for only on macOS, and only because of a measured - // failure there: on 2026-09-07, built for the GPU (Metal), these weights - // answered every prompt with `` to the token limit — no exception, - // no warning, a chat that looks alive and returns filler. On CPU the same - // model asked for the tool correctly. A 270M model does not need a GPU, - // so on that one platform this asks for the backend that works. + // This checkpoint is asked to run on the CPU, and the reason is the + // FILE, not the platform and not the model. The published artifact was + // converted before litetune 0.1.4 began setting `prefer_activation_type=fp32`, + // and without that key the GPU path answers every prompt with `` to + // the token limit — measured on Android and on macOS Metal alike, with no + // exception and no warning, a chat that looks alive and returns filler. // - // Everywhere else the default stands. Do NOT read this as "FunctionGemma - // needs CPU": on Android it runs on the GPU, which is what the plugin's - // own example configures. + // Re-converted with a current litetune — which Step 4 does — the same + // weights score identically on GPU and run about 1.5x faster. So this is + // a workaround for one downloadable file, not a property of FunctionGemma. final inference = await FlutterGemma.getActiveModel( maxTokens: 1024, - preferredBackend: defaultTargetPlatform == TargetPlatform.macOS - ? PreferredBackend.cpu - : null, + preferredBackend: PreferredBackend.cpu, ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never diff --git a/website/codelabs/function-calling-flutter-gemma/index.md b/website/codelabs/function-calling-flutter-gemma/index.md index 905d09cbf..8a648e40d 100644 --- a/website/codelabs/function-calling-flutter-gemma/index.md +++ b/website/codelabs/function-calling-flutter-gemma/index.md @@ -307,9 +307,7 @@ turn. There is no second place here: ```dart final inference = await FlutterGemma.getActiveModel( maxTokens: 1024, - preferredBackend: defaultTargetPlatform == TargetPlatform.macOS - ? PreferredBackend.cpu - : null, + preferredBackend: PreferredBackend.cpu, ); ``` @@ -317,14 +315,20 @@ turn. There is no second place here: you declare a function. Tools belong to the session. The two arguments it *does* take are worth a moment. `maxTokens: 1024` is what -this checkpoint is built for. The backend is asked for on **macOS only**, and -only because of one measured failure: built for the GPU there, these weights -answered every prompt with `` repeated to the token limit — no exception, -no warning, a chat that looks alive and returns filler; on CPU the same model -asked for `multiply` correctly. Read that narrowly. FunctionGemma runs on the -GPU on Android, which is how the plugin's own example configures it, and this -codelab leaves the default alone everywhere except the one platform where it -was seen to fail. What changes with tools +this checkpoint is built for. The CPU backend is a workaround for **this file**, +and the distinction matters more than the workaround does. + +The `.litertlm` you just downloaded was converted before litetune began setting +`prefer_activation_type=fp32`. Without that key the GPU path answers every +prompt with `` repeated to the token limit — measured on Android and on +macOS Metal alike, with no exception, no warning, and a chat that looks alive +while it returns filler. On CPU the same weights ask for `multiply` correctly. + +So this is not "FunctionGemma needs a CPU", and it is not a platform bug. It is +one published artifact carrying a conversion setting that predates the fix. Step +4 converts the model again with a current litetune, and that artifact scores the +same on GPU as on CPU and runs about 1.5× faster — which is a fair summary of +what the fine-tuning step buys you even before you change a single training row. What changes with tools is not the number but what has to fit under it: the declarations are rendered into the prompt once and stay in the history for the rest of the conversation, and every call and every tool response is another turn inside the same 1024 — From 5a47ce7f60c0dad3c8de0d4808cebdbee2814fc0 Mon Sep 17 00:00:00 2001 From: Sasha Denisov Date: Mon, 7 Sep 2026 23:46:49 +0200 Subject: [PATCH 6/6] docs(codelab): the function-calling starter is Step 2 without the tools MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit step_01_starter was a byte-identical mirror of the Getting Started codelab's finished app, so it downloaded Gemma 3 1B — 0.5 GB behind a Hugging Face licence gate — and Step 2 immediately replaced it with FunctionGemma 270M and never opened it again. A learner paid half a gigabyte and a licence request for a model this codelab does not use. A starter does not have to be another codelab's finished app. This one is now Step 2 minus the tool machinery: the same 284 MB ungated FunctionGemma, a plain streaming chat, no token plumbing anywhere. main.dart, model.dart and download_page.dart are byte for byte Step 2's, so the diff between the two steps is exactly tools.dart plus the loop in chat_page.dart. The mirror pair is dropped from MIRRORS in tool/check_codelabs.sh; the other two rows and the fail-closed behaviour are untouched, and the check still reports drift on a perturbed pair. The codelab text drops the Getting Started prerequisite, says the app needs no Hugging Face token in any step, and states the download as 284 MB for Steps 1-3 plus 2.59 GB for Gemma 4 in Step 5. --- codelabs/README.md | 5 +- .../step_01_starter/lib/chat_page.dart | 18 ++- .../step_01_starter/lib/download_page.dart | 48 +++----- .../step_01_starter/lib/main.dart | 80 ++++++++++--- .../step_01_starter/lib/model.dart | 59 +++++----- .../step_01_starter/test/widget_test.dart | 11 +- .../step_02_one_tool/lib/main.dart | 7 +- .../step_03_the_loop/lib/main.dart | 7 +- tool/check_codelabs.sh | 7 +- .../function-calling-flutter-gemma/index.md | 109 ++++++++++-------- 10 files changed, 206 insertions(+), 145 deletions(-) diff --git a/codelabs/README.md b/codelabs/README.md index e2056d191..1a9c1f186 100644 --- a/codelabs/README.md +++ b/codelabs/README.md @@ -61,7 +61,10 @@ tool/check_codelabs.sh # pub get + analyze + format + test, every step The same script also enforces the cross-codelab invariants declared in its `MIRRORS` table: a later codelab's starter is an earlier codelab's finished app, `lib/` and `test/` byte for byte, because both texts tell the learner so. Add a -row there when a new codelab continues an existing one. +row there when a new codelab continues an existing one — and only then. A +starter may be its own app instead, and function-calling's is: inheriting a +finished app whose model the next step replaces makes a learner pay for a +download the codelab never uses. And it checks **application ids**, on Android, iOS, macOS and Linux: every app inside a codelab declares the same one — that is what lets a later step open the diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart index 02c955d35..2924930c6 100644 --- a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/chat_page.dart @@ -42,7 +42,23 @@ class _ChatPageState extends State { try { // maxTokens is the CONTEXT WINDOW — prompt + history + reply share it. // It is NOT a reply-length cap; for that, pass maxOutputTokens below. - final inference = await FlutterGemma.getActiveModel(maxTokens: 1024); + // maxTokens 1024 is what this checkpoint is built for; the example app + // uses the same, and it is the value this was measured at. + // + // This checkpoint is asked to run on the CPU, and the reason is the + // FILE, not the platform and not the model. The published artifact was + // converted before litetune 0.1.4 began setting `prefer_activation_type=fp32`, + // and without that key the GPU path answers every prompt with `` to + // the token limit — measured on Android and on macOS Metal alike, with no + // exception and no warning, a chat that looks alive and returns filler. + // + // Re-converted with a current litetune — which Step 4 does — the same + // weights score identically on GPU and run about 1.5x faster. So this is + // a workaround for one downloadable file, not a property of FunctionGemma. + final inference = await FlutterGemma.getActiveModel( + maxTokens: 1024, + preferredBackend: PreferredBackend.cpu, + ); // Hold the runtime before opening a chat on it: `createChat` can throw, // and a model this page never stored is a model `dispose` can never // close. A page that is already gone holds nothing, so it closes it here. diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart index 01b74cd63..0e0ebf030 100644 --- a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/download_page.dart @@ -5,8 +5,10 @@ import 'model.dart'; /// Installs the model file, reporting progress as it goes. /// -/// Nothing here is Gemma-specific: `installModel` takes the model's identity -/// (what it is) and `fromNetwork` takes the source (where the bytes are). +/// Nothing here knows about tools: `installModel` takes the model's identity +/// (what it is) and `fromNetwork` takes the source (where the bytes are). A +/// function-calling model installs exactly like a text one — tools are a +/// property of the SESSION you open later, not of the file you download. class DownloadPage extends StatefulWidget { const DownloadPage({ super.key, @@ -36,21 +38,14 @@ class _DownloadPageState extends State { try { await FlutterGemma.installModel( - // What the model IS — used to pick the right chat template. - modelType: widget.model.modelType, - // Which runtime reads it. `.litertlm` routes to LiteRtLmEngine; - // the default is `task` (MediaPipe), so this line is load-bearing. - fileType: ModelFileType.litertlm, - ) - // No `token:` here — the Hugging Face token passed to - // FlutterGemma.initialize() is attached automatically, and only to - // URLs whose host contains `huggingface.co`, so it does not ride - // along to the other hosts an app downloads from. - .fromNetwork(widget.model.url) - .withProgress((percent) { - if (mounted) setState(() => _percent = percent); - }) - .install(); + // What the model IS — used to pick the right chat template. + modelType: widget.model.modelType, + // Which runtime reads it. `.litertlm` routes to LiteRtLmEngine; + // the default is `task` (MediaPipe), so this line is load-bearing. + fileType: ModelFileType.litertlm, + ).fromNetwork(widget.model.url).withProgress((percent) { + if (mounted) setState(() => _percent = percent); + }).install(); if (mounted) widget.onInstalled(); } catch (error) { @@ -94,10 +89,7 @@ class _DownloadPageState extends State { ), if (_error != null) ...[ const SizedBox(height: 16), - _ErrorCard( - error: _error!, - requiresToken: widget.model.requiresToken, - ), + _ErrorCard(error: _error!), ], ], ), @@ -108,27 +100,19 @@ class _DownloadPageState extends State { } } -/// A failed download is usually one of two things, and the message says which. +/// Says what failed, in the plugin's own words where it has any. class _ErrorCard extends StatelessWidget { - const _ErrorCard({required this.error, required this.requiresToken}); + const _ErrorCard({required this.error}); final Object error; - final bool requiresToken; @override Widget build(BuildContext context) { final theme = Theme.of(context); // The plugin reports a failed download as a typed `DownloadException` // wrapping a sealed `DownloadError`, so match on the type rather than - // sniffing the message for "401". + // sniffing the message for a status code. final (title, body) = switch (error) { - DownloadException(error: UnauthorizedError() || ForbiddenError()) - when requiresToken => - ( - 'Hugging Face refused the download', - 'Accept the model licence on its Hugging Face page, then run with ' - '--dart-define=HF_TOKEN=hf_your_token.', - ), DownloadException(:final error) => ( 'Download failed', error.toUserMessage(), diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart index 88c4bd9a6..8241664e4 100644 --- a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/main.dart @@ -6,12 +6,8 @@ import 'chat_page.dart'; import 'download_page.dart'; import 'model.dart'; -/// Supplied at run time, never committed: -/// flutter run --dart-define=HF_TOKEN=hf_your_token -const _hfToken = String.fromEnvironment('HF_TOKEN'); - -/// Change this one line to run the whole app on a different model. -const _model = Models.gemma3; +/// The model this step runs: 284 MB, and function calling is what it is for. +const _model = Models.functionGemma; Future main() async { WidgetsFlutterBinding.ensureInitialized(); @@ -19,21 +15,60 @@ Future main() async { // Engines are fully opt-in: the core package registers none by itself. // Without LiteRtLmEngine here, the first model call throws a StateError // that tells you to add an engine package. - await FlutterGemma.initialize( - inferenceEngines: [LiteRtLmEngine()], - huggingFaceToken: _hfToken.isEmpty ? null : _hfToken, - ); + // + // No `huggingFaceToken:` — the repository this codelab downloads from is + // ungated, so every `flutter run` is a plain `flutter run` with no + // `--dart-define`. + // + // Guarded, because every other failure in this app reaches the screen — the + // gate's error card, the chat's load error, the notice line — and this is the + // earliest one, so it is the one a learner meets first. Hot-restarting after + // adding a plugin throws `MissingPluginException` right here; unguarded, it + // never reaches `runApp` and the symptom is a blank window and a stack trace + // in a console nobody is looking at. + try { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + } catch (error) { + runApp(_StartupFailed(error: error)); + return; + } + + runApp(const FunctionCallingApp()); +} - runApp(const QuickstartApp()); +/// Shown in place of the app when `FlutterGemma.initialize` throws, so a +/// failure before the first frame is a sentence instead of a blank window. +class _StartupFailed extends StatelessWidget { + const _StartupFailed({required this.error}); + + final Object error; + + @override + Widget build(BuildContext context) { + return MaterialApp( + title: 'Gemma Function Calling', + home: Scaffold( + body: Center( + child: Padding( + padding: const EdgeInsets.all(24), + child: Text( + 'flutter_gemma could not start.\n$error', + textAlign: TextAlign.center, + ), + ), + ), + ), + ); + } } -class QuickstartApp extends StatelessWidget { - const QuickstartApp({super.key}); +class FunctionCallingApp extends StatelessWidget { + const FunctionCallingApp({super.key}); @override Widget build(BuildContext context) { return MaterialApp( - title: 'Gemma Quickstart', + title: 'Gemma Function Calling', theme: ThemeData(colorSchemeSeed: Colors.indigo), home: const ModelGate(model: _model), ); @@ -59,7 +94,22 @@ class ModelGate extends StatefulWidget { class _ModelGateState extends State { late Future _installed = _check(); - Future _check() => FlutterGemma.isModelInstalled(widget.model.fileName); + /// Installed is not the same as active. `getActiveModel` opens whichever + /// model was installed LAST, and this codelab's steps install two different + /// ones into a single application identity — so a run that finds the file + /// already here still has to say which model it means. `install()` is + /// idempotent: on a file already on disk it downloads nothing and just + /// records this model as the current one. + Future _check() async { + if (!await FlutterGemma.isModelInstalled(widget.model.fileName)) { + return false; + } + await FlutterGemma.installModel( + modelType: widget.model.modelType, + fileType: ModelFileType.litertlm, + ).fromNetwork(widget.model.url).install(); + return true; + } @override Widget build(BuildContext context) { diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart index 60386d091..2cefb1425 100644 --- a/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/lib/model.dart @@ -11,49 +11,44 @@ class ModelChoice { required this.fileName, required this.modelType, required this.sizeLabel, - required this.requiresToken, }); final String label; final String url; final String fileName; + + /// Which family's function-call format the SDK should read and write. + /// + /// This is not decoration. `ModelType.functionGemma` selects + /// `FunctionGemmaCallFormat`, which renders the tool declarations into a + /// developer turn and parses `call:name{…}` back out + /// again. Name a different family and the SDK writes a prompt these weights + /// were never trained on and looks for a call in a syntax they never emit — + /// so every turn comes back as plain text and nothing says why. final ModelType modelType; - final String sizeLabel; - /// Hugging Face serves this repo behind a licence gate. Accept the licence - /// once on the model page, then run with `--dart-define=HF_TOKEN=hf_...`. - final bool requiresToken; + final String sizeLabel; } -/// The models this quickstart offers. +/// The one model this step ships. /// -/// Both are `.litertlm`, the format the LiteRT-LM engine reads on Android, -/// iOS, desktop and the web. (`.task` files are MediaPipe-only — a different -/// engine package, and no desktop support.) +/// The repository is ungated, so nothing here needs a Hugging Face token and +/// no run needs `--dart-define`. abstract final class Models { - /// The plugin's namesake. `ekv4096` in the file name is the KV-cache the - /// weights were built for, so this model can carry a 4096-token context. - static const gemma3 = ModelChoice( - label: 'Gemma 3 1B', - url: - 'https://huggingface.co/litert-community/Gemma3-1B-IT/resolve/main/' - 'Gemma3-1B-IT_multi-prefill-seq_q4_ekv4096.litertlm', - fileName: 'Gemma3-1B-IT_multi-prefill-seq_q4_ekv4096.litertlm', - modelType: ModelType.gemmaIt, - sizeLabel: '0.5 GB', - requiresToken: true, - ); - - /// No Hugging Face account? This repo is ungated. Same code path — the only - /// thing that changes is which constant you hand to the app. - static const qwen3 = ModelChoice( - label: 'Qwen3 0.6B', + /// A 270M model whose whole job is function calling. + /// + /// 284 MB — small enough to download while you read this page, and small + /// enough that it does very little else: ask it a general question and the + /// answer will be thin. That is the trade this step is making on purpose. + /// Calling a function is a narrow skill, and a model specialised for it can + /// be a fraction of the size of one that also has to hold a conversation. + static const functionGemma = ModelChoice( + label: 'FunctionGemma 270M', url: - 'https://huggingface.co/litert-community/Qwen3-0.6B/resolve/main/' - 'Qwen3-0.6B.litertlm', - fileName: 'Qwen3-0.6B.litertlm', - modelType: ModelType.qwen3, - sizeLabel: '0.6 GB', - requiresToken: false, + 'https://huggingface.co/sasha-denisov/function-gemma-270M-it/' + 'resolve/main/functiongemma-270M-it.litertlm', + fileName: 'functiongemma-270M-it.litertlm', + modelType: ModelType.functionGemma, + sizeLabel: '284 MB', ); } diff --git a/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart b/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart index ac78aa72f..d48957854 100644 --- a/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart +++ b/codelabs/function-calling-flutter-gemma/step_01_starter/test/widget_test.dart @@ -7,10 +7,9 @@ void main() { // `isModelInstalled` is keyed by file name. `install()` skips bytes it // already has, so a name that drifts from its URL does not re-download — it // strands the app on a download screen the gate is never satisfied by. - test('every model id matches the last segment of its URL', () { - for (final model in [Models.gemma3, Models.qwen3]) { - expect(model.fileName, model.url.split('/').last, reason: model.label); - } + test('the model id matches the last segment of its URL', () { + const model = Models.functionGemma; + expect(model.fileName, model.url.split('/').last, reason: model.label); }); testWidgets('the download screen offers the model before any plugin call', ( @@ -18,10 +17,10 @@ void main() { ) async { await tester.pumpWidget( MaterialApp( - home: DownloadPage(model: Models.qwen3, onInstalled: () {}), + home: DownloadPage(model: Models.functionGemma, onInstalled: () {}), ), ); - expect(find.text('Qwen3 0.6B'), findsOneWidget); + expect(find.text('FunctionGemma 270M'), findsOneWidget); expect(find.text('Download model'), findsOneWidget); }); } diff --git a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart index 67005a9c0..8241664e4 100644 --- a/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart +++ b/codelabs/function-calling-flutter-gemma/step_02_one_tool/lib/main.dart @@ -16,10 +16,9 @@ Future main() async { // Without LiteRtLmEngine here, the first model call throws a StateError // that tells you to add an engine package. // - // No `huggingFaceToken:` — the repository this codelab installs from Step 2 - // on is ungated, so every `flutter run` is a plain `flutter run` with no - // `--dart-define`. (Step 1 is Getting Started's finished app unchanged, and - // it still runs that codelab's gated Gemma 3 1B.) + // No `huggingFaceToken:` — the repository this codelab downloads from is + // ungated, so every `flutter run` is a plain `flutter run` with no + // `--dart-define`. // // Guarded, because every other failure in this app reaches the screen — the // gate's error card, the chat's load error, the notice line — and this is the diff --git a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart index 67005a9c0..8241664e4 100644 --- a/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart +++ b/codelabs/function-calling-flutter-gemma/step_03_the_loop/lib/main.dart @@ -16,10 +16,9 @@ Future main() async { // Without LiteRtLmEngine here, the first model call throws a StateError // that tells you to add an engine package. // - // No `huggingFaceToken:` — the repository this codelab installs from Step 2 - // on is ungated, so every `flutter run` is a plain `flutter run` with no - // `--dart-define`. (Step 1 is Getting Started's finished app unchanged, and - // it still runs that codelab's gated Gemma 3 1B.) + // No `huggingFaceToken:` — the repository this codelab downloads from is + // ungated, so every `flutter run` is a plain `flutter run` with no + // `--dart-define`. // // Guarded, because every other failure in this app reaches the screen — the // gate's error card, the chat's load error, the notice line — and this is the diff --git a/tool/check_codelabs.sh b/tool/check_codelabs.sh index bbf203c5d..f2a55ce7d 100755 --- a/tool/check_codelabs.sh +++ b/tool/check_codelabs.sh @@ -91,10 +91,15 @@ fi # One source can feed several starters — Getting Started's finished app is where # both of the codelabs that continue it begin — so this is a list of pairs, not # a map, and a new row is all a new continuation needs. +# +# It is a list of the codelabs that DO continue another, not of all of them. A +# starter is free to be its own app: function-calling's is Step 2 without the +# tools, on the 284 MB model that codelab is actually about, because inheriting +# Getting Started's finished app meant downloading a licence-gated half-gigabyte +# model that the next step then replaced and never opened again. MIRRORS=( "codelabs/getting-started-flutter-gemma/complete|codelabs/inference-engines-flutter-gemma/step_01_starter" "codelabs/getting-started-flutter-gemma/complete|codelabs/multimodal-flutter-gemma/step_01_starter" - "codelabs/getting-started-flutter-gemma/complete|codelabs/function-calling-flutter-gemma/step_01_starter" ) # Fail closed, the way discovery does above. An emptied or mistyped table must diff --git a/website/codelabs/function-calling-flutter-gemma/index.md b/website/codelabs/function-calling-flutter-gemma/index.md index 8a648e40d..539c2f499 100644 --- a/website/codelabs/function-calling-flutter-gemma/index.md +++ b/website/codelabs/function-calling-flutter-gemma/index.md @@ -12,12 +12,13 @@ Duration: 3 ### What you'll build -The chat app from the *Getting Started* codelab, taught to hand work to your -own Dart functions — and then, at the end, taught to run on a model you -fine-tuned yourself. +A chat app taught to hand work to your own Dart functions — and then, at the +end, taught to run on a model you fine-tuned yourself. -Three models, and the order is the argument. Step 2 starts on **FunctionGemma -270M**: 284 MB, a model whose entire job is calling functions, and the app is +It begins the way the other codelabs here begin — download a model, stream a +reply — but on the model this one is about. Three models, in fact, and the +order is the argument. The starter chats with **FunctionGemma 270M**: 284 MB, +ungated, and a model whose entire job is calling functions, so Step 2 has it running your Dart before you have finished reading the page. Step 4 fine-tunes that same 270M model on the three tools this codelab declares and produces a `.litertlm` you open from disk. Step 5 pays **2.59 GB** for **Gemma 4 E2B**, @@ -67,22 +68,21 @@ call. That is the rule the loop in Step 3 exists to keep. ### What you'll need -* The finished app from - [Getting Started with On-Device LLMs in Flutter](/codelabs/getting-started-flutter-gemma) - — or just its `complete/` directory, which is this codelab's starter -* **No Hugging Face token to run the app** from Step 2 on: the two repositories - the app downloads from — `sasha-denisov/function-gemma-270M-it` and +* Flutter 3.44 or newer, and any one of Flutter's six platforms to run on: an + Android device or emulator, an iOS device or simulator, an Apple-silicon Mac, + a Windows or Linux desktop, or Chrome. `step_01_starter/` is a whole app, not + a diff against another codelab — clone the repo and run it +* **No Hugging Face token to run the app**, in any step. The two repositories + it downloads from — `sasha-denisov/function-gemma-270M-it` and `litert-community/gemma-4-E2B-it-litert-lm` — are ungated, so every - `flutter run` is a plain `flutter run` with no `--dart-define`. Step 1 is - Getting Started's finished app unchanged, and it still runs that codelab's - gated Gemma 3 1B, which needs `--dart-define=HF_TOKEN=hf_...` -* Room for **284 MB** from Step 2, and for **2.59 GB** in Step 5 — plus the - memory to open the larger one, roughly 6 GB of RAM. A 4 GB phone is killed by - the OS rather than told no + `flutter run` here is a plain `flutter run` with no `--dart-define` +* Room for **284 MB** — one download, shared by Steps 1, 2 and 3 — and for + **2.59 GB** more in Step 5, plus the memory to open the larger one, roughly + 6 GB of RAM. A 4 GB phone is killed by the OS rather than told no * Step 4 is optional and costs CPU time instead of megabytes: **Linux or macOS**, Python 3.10–3.12, and about 2.2 GB of cached Python environments. - It is also the one part of this codelab that *does* need a Hugging Face - token, because the base checkpoint it fine-tunes is gated and the approval is + It is the one part of this codelab that *does* need a Hugging Face token, + because the base checkpoint it fine-tunes is gated and the approval is manual — **request access before you start it**, see that step's own prerequisites. Skip it and the app works on the stock models @@ -95,7 +95,7 @@ ls ``` ```text -step_01_starter/ the Getting Started app, unchanged +step_01_starter/ a plain chat on FunctionGemma — no tools yet step_02_one_tool/ after Step 2 — one tool, the loop written out step_03_the_loop/ after Step 3 — the same tools, the SDK's loop step_04_finetune/ NOT an app: the data and commands for a litetune run @@ -106,12 +106,33 @@ complete/ after Step 5 — three tools, toolChoice, thinking code. ## Step 1: What a tool call actually is -Duration: 4 +Duration: 6 ### Run the starter -Open `step_01_starter` and run it. It is the Getting Started app: download a -`.litertlm` file, chat with it, in text. +Open `step_01_starter` and run it. It is the same shape of app the other +codelabs here start from — download a `.litertlm`, stream the reply, in text — +on the model this one is about: **FunctionGemma 270M**, 284 MB, from an ungated +repository, so there is no token to get and no `--dart-define` to remember. + +Nothing in it knows about tools yet, and that is the point of starting here: +everything Step 2 adds is visible as a diff against this. + +One thing in `main.dart` is worth seeing before you go on — the call that runs +before the first frame is guarded: + +```dart + try { + await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); + } catch (error) { + runApp(_StartupFailed(error: error)); + return; + } +``` + +That is not ceremony. This is the earliest thing in the app that can fail — +hot-restarting after adding a plugin throws `MissingPluginException` right here +— and an `await` before `runApp` that throws never reaches `runApp` at all. Now look at the call that opens the chat, because that is where this codelab's change lands: @@ -158,12 +179,15 @@ is that you can check the answer without a network, without a service, and without trusting anything. ## Step 2: One tool, and the loop by hand -Duration: 13 +Duration: 11 -### The model +### One field on the model you already have -`step_02_one_tool` replaces Getting Started's Gemma 3 1B with a model whose -whole job is this: +`step_02_one_tool` downloads nothing new. `main.dart`, `model.dart` and +`download_page.dart` are byte for byte the starter's, and everything this step +adds is a new `lib/tools.dart` and the chat page. Which makes one field in +`model.dart` worth reading before the tools arrive, because it is the field +that decides whether any of them work: ```dart /// A 270M model whose whole job is function calling. @@ -191,22 +215,6 @@ into a `FunctionCallResponse`. Name a different family and the SDK writes a prompt the model never saw and waits for a syntax it never emits — every turn comes back as plain text and nothing says why. -The repository is ungated, so `main.dart` loses the Hugging Face plumbing it -inherited from Getting Started, and gains a `try` in exchange: - -```dart - try { - await FlutterGemma.initialize(inferenceEngines: [LiteRtLmEngine()]); - } catch (error) { - runApp(_StartupFailed(error: error)); - return; - } -``` - -That is not ceremony. This is the earliest thing in the app that can fail — -hot-restarting after adding a plugin throws `MissingPluginException` right here -— and an `await` before `runApp` that throws never reaches `runApp` at all. - ### Declare the function A new file, `lib/tools.dart`: @@ -328,11 +336,14 @@ So this is not "FunctionGemma needs a CPU", and it is not a platform bug. It is one published artifact carrying a conversion setting that predates the fix. Step 4 converts the model again with a current litetune, and that artifact scores the same on GPU as on CPU and runs about 1.5× faster — which is a fair summary of -what the fine-tuning step buys you even before you change a single training row. What changes with tools -is not the number but what has to fit under it: the declarations are rendered -into the prompt once and stay in the history for the rest of the conversation, -and every call and every tool response is another turn inside the same 1024 — -so a tool-calling chat runs out of room sooner than a plain one does. +what the fine-tuning step buys you even before you change a single training +row. + +What changes with tools is not the number but what has to fit under it: the +declarations are rendered into the prompt once and stay in the history for the +rest of the conversation, and every call and every tool response is another +turn inside the same 1024 — so a tool-calling chat runs out of room sooner than +a plain one does. ### The loop, written out @@ -553,8 +564,8 @@ So do this part first, not when you reach command 1: Without it `prepare` fails on the tokenizer download and you never reach `tune`. This is the only place in the codelab that needs a token — the `.litertlm` the app itself downloads comes from the ungated -`sasha-denisov/function-gemma-270M-it`, and nothing in Steps 2, 3 or 5 asks you -to log in. +`sasha-denisov/function-gemma-270M-it`, and no step of the app asks you to log +in. `step_04_finetune/` is not a Flutter app — it has no `pubspec.yaml`, so the codelab gate does not analyze or build it. What it holds is the two inputs a