pydantic-ai
https://github.com/pydantic/pydantic-ai
Python
GenAI Agent Framework, the Pydantic way
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- Issues
- Model Discovery and Runtime Model Switching
- Observational Memory capability (observe/reflect with token thresholds)
- Acceptance Criteria / Spec-Driven Verification
- Snapshot Memory Mode (cache-preserving memory injection)
- Voice capability (TTS / STT / real-time audio)
- Integrate SearXNG as a self-hosted alternative WebSearch Provider
- Subprocess process-group termination uses POSIX-only APIs (breaks on Windows)
- `WorkflowHandoffCapability`: Add a handoff capability between capabilities/toolsets
- Uploads and downloads for `PlaywrightBrowser` need an artifact contract
- Doc snippets are checked for parse and imports but not for undefined names, so two `spend` snippets fail on the 3.10 floor
- Docs
- Python not yet supported