langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- RedisCache.clear treats literal namespace characters as Redis wildcards
- SqliteStore vector search with distance_type="l2" returns the farthest match first
- SqliteCache bulk get and clear fail when SQLite bind-parameter limits are exceeded
- GraphRunStream.output masks an AttributeError raised inside a node with "GraphRunStream object has no attribute output"
- A tuple reducer permanently breaks a thread on resume: BinaryOperatorAggregate.from_checkpoint restores the value as a list
- Error handler and get_state() get a str instead of the exception after resume
- SqliteSaver.list(filter=...) silently misses nested metadata values containing non-ASCII text
- update_state during interrupt() clears StateSnapshot.interrupts and breaks resume-by-id
- Functional API: parallel @task interrupts are pending but invoke/get_state surface only one
- Required store: BaseStore injects None when compile() has no store= (AttributeError on put)
- Docs
- Python not yet supported