pydantic-ai
https://github.com/pydantic/pydantic-ai
Python
GenAI Agent Framework, the Pydantic way
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- Issues
- Google embedding `usage` is always 0 tokens on the Gemini API
- Embedding models can declare modalities but not whether they can fuse parts into one vector
- Durable execution: the runtime-toolset rejection error never says which toolset was rejected
- [aw] Pydantic AI Provider Parity Explore failed
- Make a bare `McpError` from an MCP server recoverable instead of fatal
- A push during the `CI Review` agent job makes the posted review claim a commit it never read
- Stamp `CI Review` output with the commit the agent actually read
- `ALLOW_MODEL_REQUESTS` is not enforced on the embeddings path (or by `BedrockConverseModel`), so test suites can reach live providers
- Audit `gh-aw` MiniMax token spend: ~72% of `pydantic-ai-pr-review` spend produces zero output, and `pydantic-ai-ui-security-review` never runs
- Skip `include_server_side_tool_invocations` for Vertex on Gemini 3+
- Docs
- Python not yet supported