release v0.4.1

Session-Id: 4877348c-5eef-45ed-9b1a-8f17056240e9
Session-Msg: 1265

Author: damiandelmas

README.md

@@ -4,7 +4,7 @@ AI was trained on SQL — it doesn't need another retrieval API.
 
 flex compiles AI agent conversations and knowledge bases into SQLite. Each knowledge base is a self-describing cell — chunks, embeddings, graph intelligence, and extensible functionality.
 
-Instead of encoding retrieval intelligence into the pipeline — re-rankers, learned scoring, custom APIs — flex exposes the schema and lets the agent compose its own queries over a rich data surface.
+Instead of encoding retrieval intelligence into the pipeline flex exposes the schema and lets the agent compose its own queries over a rich data surface.
 
 ```bash
 curl -sSL https://getflex.dev/install.sh | bash
@@ -48,7 +48,7 @@ LIMIT 10
 
 Flex keeps embeddings as numpy arrays you can modulate — diverse, unlike, trajectory, contrastive, temporal decay — operations on the embedding space itself.
 
-The retrieval engine is published independently as [flexvec](https://github.com/damian-delmas/flexvec) for use in any SQLite database.
+The retrieval engine is published independently as [flexvec](https://github.com/damiandelmas/flexvec) for use in any SQLite database.
 
 Every query runs three steps. The agent writes the query.
 

flex/cli.py

@@ -606,6 +606,9 @@ def cmd_init(args):
     console = Console()
     _warnings: list[str] = []  # accumulate phase failures for exit code
 
+    # Stop running worker/MCP before init to avoid DB lock contention
+    _kill_pid_services()
+
     console.print()
 
     # 0. Pre-flight: check system deps before doing anything

flex/onnx/fetch.py

@@ -16,7 +16,7 @@
 # Bundled model lives alongside this file in flex/onnx/
 BUNDLED_DIR = Path(__file__).parent
 
-BASE_URL = "https://github.com/damian-delmas/flex/releases/download/v0.1.1"
+BASE_URL = "https://github.com/damiandelmas/flex/releases/download/v0.1.1"
 
 FILES = [
     ("model.onnx", "30ff8ad63546f9efd85019f394445f566ea595c119b08aa6663058af9e18fa87"),

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "getflex"
-version = "0.4.0"
+version = "0.4.1"
 description = "SQLite knowledge engine for AI Agents"
 license = { text = "MIT" }
 requires-python = ">=3.12"