* Migrate to `uv`
* Format `pyproject.toml` files properly
* Remove upper bounds on dependencies, and bounds on dev dependencies
(we should be using latest)
* Move to hatch for packaing
In the future we should:
* Set up dependabot / automate lockfile updates and tests
* Add tests for min compatible versions (I'll do this right after merge)
* Use dynamic versioning
* Bump `pydantic` to v2.11.4 in the lockfile, we have some tests failing
- remove match_cached_writes from PregelRunner args (now called by
PregelLoop internally)
- this will be helpful when implementing distributed runner classes
- remove match_cached_writes from PregelRunner args (now called by PregelLoop internally)
- this will be helpful when implementing distributed runner classes
[gitmcp.io](https://gitmcp.io/) provides easy access to the latest
langgraph docs through a remote, free, open-source MCP. It's supported
by all major clients (including the new claude.ai web client). It
enables two access points -
- Empower AI agents (e.g., Cursor) with live documentation context to
prevent hallucinations.
- Chat with the documentation in the browser via the embedded chat
This PR proposes adding a new badge to help users make the most of
Langgraph's documentation with GitMCP. The badge is
[customizable](https://github.com/idosal/git-mcp?tab=readme-ov-file#-gitmcp-badge).
The count is a live count of users accessing Langgraph's documentation
through GitMCP.
Example:
[](https://gitmcp.io/langchain-ai/langgraph)
You can see a demo with Langgraph's GitHub pages at gitmcp.io.
Please let us know what you think :)
# PR Summary
This small PR resolves the error formatting in
`libs/langgraph/langgraph/pregel/algo.py` so the `proc.channels` will be
evaluated in the message.
Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
- BaseCache interface defines the base class for cache storage adapters
- FileCache implements BaseCache with filesystem-backed storage
- Provide default cache key implementation which hashes args with pickle
- Update PregelExecutableTask with cache_key property for tasks that
opt-in to caching
- Update PregelLoop, PregelRunner to get/set from cache as appropriate
TODO
- [x] Call match_cached_writes in async PregelRunner
- [ ] Implement RedisCache to use in LGP
- [x] Add more tests
Tat Dat Duong