langgraph
https://github.com/langchain-ai/langgraph
Python
Build resilient language agents as graphs.
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- Issues
- DeltaChannel.update() drops writes that follow an Overwrite in the same batch; replay_writes() handles it correctly
- Tool selection has no notion of trust: a similarly-named tool with a flashier description can silently out-compete the correct one
- No pre-execution guardrail hook: repeat-after-me prompts trigger unconfirmed tool calls
- docs: add openwiki
- default_retry_on inverts requests error handling: 4xx are retried, connection errors and timeouts are not
- `Checkpoint.v` docstring states the format version is `1`; all checkpoints are written with `v=4`
- 建议：支持Build resilient agents.，适配无人零售/IoT场景
- SqliteStore ignores per-operation TTL refresh choices in batched reads and default overrides
- SqliteStore ignores the documented `fields` index configuration
- AsyncShallowPostgresSaver can overwrite a newer checkpoint after cancellation
- Docs
- Python not yet supported