langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- ToolRuntime no custom state is provided
- durability="sync": put_writes/put persistence order is unenforced, so post-crash recovery (replay vs re-execute) is host-dependent
- Add `metadata` parameter to the functional API's `@task` decorator
- fix(langgraph): require `langgraph-api>=0.10.0` for `DeltaChannel`
- Docs idea: when repeated agent paths should become deterministic subflows
- Feature request: verify_routing — deterministic check for conditional edge logic
- [Feature Request]: Add a high-level ApprovalNode for Human-in-the-Loop workflows
- langgraph sdk-py to support websockets 16
- chore(deps-dev): bump starlette from 0.51.0 to 1.0.1 in /libs/langgraph
- default_cache_key collides distinct inputs that share tobytes() (numpy dtype / PIL palette) when passed as keyword args
- Docs
- Python not yet supported