langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- Graphs consisting of agents with MCP added can not run "langgraph dev"
- feat: Add PyArrow-based pandas serialization for checkpoint system
- Type is not msgpack serializable: AIMessage
- Migrate to `uv` workspace approach
- Added a shortcut for `langgraph dev` command
- Command is not applied from a tool that has return_direct=True
- Custom Run ID and name doesn't work with Remote Graph
- fix(checkpoint): generate new checkpoint ID on time travel/fork
- 🐛 UI Bundler fails with 'watch: invalid option' - npx invokes system watch instead of @langchain/langgraph-ui package
- CLI `bulid` and `dockerfile` commands creates ENV with WINDOWS paths for auth
- Docs
- Python not yet supported