langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- Deploy upload network errors should be reported as ClickException
- Integration idea: BGPT MCP tool for scientific evidence in LangGraph agents
- UnicodeDecodeError on Windows: open() without encoding='utf-8' in validation.py crashes on GBK locale
- [Feature Request] Memory checkpoint validation to prevent poisoning attacks
- run local server failed
- `langgraph dev` (inmem runtime): deleting a thread leaks its channel blobs — unbounded memory growth in long-running dev servers
- 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
- Python not yet supported