pydantic-ai
https://github.com/pydantic/pydantic-ai
Python
GenAI Agent Framework, the Pydantic way
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- Issues
- `require_parameter_descriptions=True` ignores descriptions on required `Annotated` parameters
- Document the Fly.io Sprites sandbox capability
- Add `context_window_threshold` to stateless `OpenAICompaction`
- Give streaming its own docs page, with an event reference
- Carry a durable unit's emitted events and enqueued messages in its recorded output
- A per-run capability's `@durable_operation` methods silently run outside any Prefect task
- Standard tool-level speculation-safety declarations (`side_effect_free`, `idempotent`, `stable_for`, resource keys)
- Report averages hide how many cases a score actually covers
- Fix LLM judge prompt rendering for `bytes`, `bytearray`, and `memoryview` values
- LLMJudge renders `bytes` output as one decimal byte value per line
- Docs
- Python not yet supported