langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- `@entrypoint` ignores postponed annotations (`from __future__ import annotations`): schemas fail and `entrypoint.final` is not unwrapped
- feat(cli): log in to LangSmith without an API key
- feat(langgraph): add Runtime.on_exit for cleanup that runs however a run ends
- add error when specifying recursionLimit inside the configurable key value
- sdk-py: timeout= does not bound runs.stream() — server SSE heartbeats reset the read timeout forever
- sdk-py: get_client(url=None) accepts timeout= but never applies it — in-process calls cannot be bounded
- Enum, UUID and date dict keys in state lose their type in a checkpoint
- Time travel to an interrupt reapplies the Command(update=...) of the old branch
- A Document in ToolMessage.artifact comes back from a checkpoint as a dict
- A read expires a PostgresStore item at once when its TTL is 30 seconds or less
- Docs
- Python not yet supported