pydantic-ai
https://github.com/pydantic/pydantic-ai
Python
GenAI Agent Framework, the Pydantic way
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- Issues
- Problem with content filtering, propose context manager for `agent.run` that returns the complete response
- Prompt management, versioning, and optimization
- MCP embedded resource metadata is not passed to model
- Add support for Free-Form Function Calling and Context Free Grammar constraints over string output
- How to define a fallback function when UsageLimits are exceeded?
- Add `prepare` function for `ToolOutput`
- Extract thinking from thinking tags not occurring in individual chunks
- Proper Dependency injection in TemporalAgent activities
- How to include value returned by the output function to message_history?
- Allow graph nodes to be reusable and/or extendable
- Docs
- Python not yet supported