From d34a1509ab9cd0d3edb7f2d8dea78b36c5063a76 Mon Sep 17 00:00:00 2001 From: bhart26 Date: Fri, 26 Sep 2025 14:11:27 -0700 Subject: [PATCH 1/2] add ollama support --- .gitignore | 4 +- .idea/.gitignore | 8 +++ .idea/copilot.data.migration.agent.xml | 6 ++ .idea/copilot.data.migration.ask.xml | 6 ++ .idea/copilot.data.migration.ask2agent.xml | 6 ++ .idea/copilot.data.migration.edit.xml | 6 ++ .../inspectionProfiles/profiles_settings.xml | 6 ++ .idea/misc.xml | 8 +++ .idea/modules.xml | 8 +++ .idea/synthetic-data-kit.iml | 27 +++++++++ .idea/vcs.xml | 8 +++ configs/config.yaml | 55 +++++++++++++++++- docs/Why_lang_models_hallucinate.pdf | Bin 0 -> 1137341 bytes synthetic_data_kit/cli.py | 18 +++++- synthetic_data_kit/config.yaml | 13 ++++- synthetic_data_kit/core/context.py | 6 +- synthetic_data_kit/core/create.py | 13 +++-- synthetic_data_kit/core/curate.py | 3 +- synthetic_data_kit/core/ingest.py | 2 +- synthetic_data_kit/generators/qa_generator.py | 6 +- synthetic_data_kit/models/llm_client.py | 46 +++++++++++++-- synthetic_data_kit/utils/config.py | 19 ++++-- tests/conftest.py | 27 ++++++++- tests/unit/test_llm_client.py | 51 +++++++++++++++- vllm | 1 + 25 files changed, 325 insertions(+), 28 deletions(-) create mode 100644 .idea/.gitignore create mode 100644 .idea/copilot.data.migration.agent.xml create mode 100644 .idea/copilot.data.migration.ask.xml create mode 100644 .idea/copilot.data.migration.ask2agent.xml create mode 100644 .idea/copilot.data.migration.edit.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/synthetic-data-kit.iml create mode 100644 .idea/vcs.xml create mode 100644 docs/Why_lang_models_hallucinate.pdf create mode 160000 vllm diff --git a/.gitignore b/.gitignore index 64c1b658..a55c13e6 100644 --- a/.gitignore +++ b/.gitignore @@ -8,4 +8,6 @@ __pycache__ data/\ndata/\n*.pdf .venv-ci/ data/ -example_output \ No newline at end of file +example_output!/docs/Why_lang_models_hallucinate.pdf +!/docs/Why_lang_models_hallucinate.pdf +vllm/ \ No newline at end of file diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 00000000..13566b81 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/copilot.data.migration.agent.xml b/.idea/copilot.data.migration.agent.xml new file mode 100644 index 00000000..4ea72a91 --- /dev/null +++ b/.idea/copilot.data.migration.agent.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file diff --git a/.idea/copilot.data.migration.ask.xml b/.idea/copilot.data.migration.ask.xml new file mode 100644 index 00000000..7ef04e2e --- /dev/null +++ b/.idea/copilot.data.migration.ask.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file diff --git a/.idea/copilot.data.migration.ask2agent.xml b/.idea/copilot.data.migration.ask2agent.xml new file mode 100644 index 00000000..1f2ea11e --- /dev/null +++ b/.idea/copilot.data.migration.ask2agent.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file diff --git a/.idea/copilot.data.migration.edit.xml b/.idea/copilot.data.migration.edit.xml new file mode 100644 index 00000000..8648f940 --- /dev/null +++ b/.idea/copilot.data.migration.edit.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 00000000..105ce2da --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 00000000..6b24166b --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,8 @@ + + + + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 00000000..c4a72400 --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/synthetic-data-kit.iml b/.idea/synthetic-data-kit.iml new file mode 100644 index 00000000..5e667b78 --- /dev/null +++ b/.idea/synthetic-data-kit.iml @@ -0,0 +1,27 @@ + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 00000000..03dcdbea --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/configs/config.yaml b/configs/config.yaml index b105ac75..bc954267 100644 --- a/configs/config.yaml +++ b/configs/config.yaml @@ -14,8 +14,11 @@ paths: # LLM Provider configuration llm: + provider: "ollama" #Using api-endpoint for Ollama # Provider selection: "vllm" or "api-endpoint" - provider: "api-endpoint" + # provider: "api-endpoint" #Using api-endpoint for Llama API + + # VLLM server configuration vllm: @@ -35,6 +38,15 @@ api-endpoint: retry_delay: 1.0 # Initial delay between retries (seconds) sleep_time: 0.5 # Small delay in seconds between batches to avoid rate limits +# Ollama server configuration (for Ollama via OpenAI-compatible API) +ollama: + api_base: "http://localhost:11434/v1" # Ollama's OpenAI-compatible endpoint + api_key: "not-needed" # Ollama doesn't require an API key + model: "llama3:latest" # Your Ollama model + max_retries: 3 # Number of retries for API calls + retry_delay: 1.0 # Initial delay between retries (seconds) + + # Ingest configuration ingest: default_format: "txt" # Default output format for parsed files @@ -67,6 +79,39 @@ format: include_metadata: true # Include metadata in output files pretty_json: true # Use indentation in JSON output +# Provider-specific settings for different use cases +provider_configs: + # For local development and testing (using Ollama via api-endpoint) + local_dev: + provider: "api-endpoint" + api_base: "http://localhost:11434/v1" + api_key: "not-needed" + model: "llama3:latest" + generation: + temperature: 0.8 + max_tokens: 2048 + batch_size: 5 # Smaller batch for local resources + + # For production with Llama API + production: + provider: "api-endpoint" + api_base: "https://api.llama.com/v1" + api_key: "llama_api_key" + model: "Llama-4-Maverick-17B-128E-Instruct-FP8" + generation: + temperature: 0.7 + max_tokens: 4096 + batch_size: 32 + + # For high-performance local inference + local_vllm: + provider: "vllm" + model: "meta-llama/Llama-3.3-70B-Instruct" + generation: + temperature: 0.7 + max_tokens: 4096 + batch_size: 64 + # Prompts for different tasks prompts: # Summary generation prompt @@ -173,3 +218,11 @@ prompts: Original conversations: {conversations} + +# Environment variable mappings (optional) +env_vars: + API_ENDPOINT_KEY: "not-needed" # For api-endpoint provider (Ollama doesn't need a key) + OLLAMA_HOST: "http://localhost:11434" # For reference 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