langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- langgraph-api: `validation.py` missing `encoding="utf-8"` breaks on non-UTF-8 locales
- No way to declare the subgraphs a node invokes; detection cannot see them
- Need new release of langgraph-checkpoint-conformance
- Protocol v2 input.requested uses different fields in Python and JavaScript SDKs
- AsyncSqliteSaver.alist blocks checkpoint writes while iteration is paused
- AsyncSqliteSaver.adelete_thread fails on an uninitialized database
- fix(cli): remove discontinued local debugger image
- ToolNode async execution ignores RunnableConfig.max_concurrency for multiple tool calls
- langgraph-api injects private CONFIG_KEY_RUNTIME (__pregel_runtime) into factory-visible config; factories that re-bind it crash with '_ReadRuntime' has no 'override'
- json_dumpb rewrites the literal text `\u0000` in string *values*, silently corrupting HTML/JS carried in graph state
- Docs
- Python not yet supported