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LangGraph

Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory.

Harness by LangChain

IndexedMIT★ 43,823
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pip install langgraph

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About

LangGraph is a runtime and low-level framework for stateful agents and workflows that can run for a long time and resume after failures. It supports human oversight by inspecting and changing agent state during a run, token-by-token streaming, and memory that covers both working state and persistence across sessions. Control flows can be single-agent, multi-agent or hierarchical. It pairs with LangSmith for tracing and with LangSmith Deployment for hosting.

Use cases: agent-orchestration

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Fact sheet

Languages
PythonREADME
Packages
langgraph (pypi)README
Multi-agent
Yeslangchain.com
Orchestration
graphREADME
Streaming
Yeslangchain.com
Memory
short-term, long-termREADME
Human in the loop
YesREADME
Observability
LangSmithREADME
Deploys to
langsmith-deploymentREADME
Maturity
Stablegithub.com

Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.

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Stars
43,823
Forks
7,527
Open issues
358
Weekly downloads
13,114,431
Last commit
Oct 24, 2026 (3 days ago)
Last release
Oct 24, 2026 (3 days ago)
Last package publish
Oct 24, 2026 (3 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages
pypi langgraph
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

LangGraph. Agent Mart. https://agentmart.dev/harnesses/langgraph (last updated 2026-10-24)