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Title: LangGraph integration | Temporal Platform Documentation

Open Graph Title: LangGraph integration | Temporal Platform Documentation

Description: Run LangGraph AI agent workflows with durable execution using the Temporal Python SDK and LangGraph plugin.

Open Graph Description: Run LangGraph AI agent workflows with durable execution using the Temporal Python SDK and LangGraph plugin.

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Opengraph URL: https://docs.temporal.io/develop/python/integrations/langgraph

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Links:

Skip to main contenthttps://docs.temporal.io/develop/python/integrations/langgraph#__docusaurus_skipToContent_fallback
https://temporal.io
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Workflowshttps://docs.temporal.io/develop/python/workflows/
Activitieshttps://docs.temporal.io/develop/python/activities/
Workershttps://docs.temporal.io/develop/python/workers/
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Best practiceshttps://docs.temporal.io/develop/python/best-practices/
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Braintrusthttps://docs.temporal.io/develop/python/integrations/braintrust
Google ADKhttps://docs.temporal.io/develop/python/integrations/google-adk
LangGraphhttps://docs.temporal.io/develop/python/integrations/langgraph
LangSmithhttps://docs.temporal.io/develop/python/integrations/langsmith
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https://docs.temporal.io/
Develophttps://docs.temporal.io/develop/
Python SDKhttps://docs.temporal.io/develop/python/
Integrationshttps://docs.temporal.io/develop/python/integrations/
View Markdownhttps://docs.temporal.io/develop/python/integrations/langgraph.md
https://chatgpt.com/?prompt=Read%20https%3A%2F%2Fdocs.temporal.io%2Fdevelop%2Fpython%2Fintegrations%2Flanggraph.md%20and%20answer%20questions%20about%20the%20content.
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LangGraphhttps://www.langchain.com/langgraph
Currently in: Pre-releasehttps://docs.temporal.io/evaluate/development-production-features/release-stages#pre-release
LangGraph plugin sampleshttps://github.com/temporalio/samples-python/tree/main/langgraph_plugin
​https://docs.temporal.io/develop/python/integrations/langgraph#prerequisites
LangGraph documentationhttps://langchain-ai.github.io/langgraph/
Understanding Temporalhttps://docs.temporal.io/evaluate/understanding-temporal
Temporal 101https://learn.temporal.io/courses/temporal_101/
Set up your local development environmenthttps://docs.temporal.io/develop/python/set-up-your-local-python
​https://docs.temporal.io/develop/python/integrations/langgraph#install-the-plugin
​https://docs.temporal.io/develop/python/integrations/langgraph#graph-api
​https://docs.temporal.io/develop/python/integrations/langgraph#define-a-graph-and-workflow
​https://docs.temporal.io/develop/python/integrations/langgraph#configure-the-worker
​https://docs.temporal.io/develop/python/integrations/langgraph#set-activity-options
​https://docs.temporal.io/develop/python/integrations/langgraph#shared-defaults
Activity vs. Workflow executionhttps://docs.temporal.io/develop/python/integrations/langgraph#activity-vs-workflow-execution
​https://docs.temporal.io/develop/python/integrations/langgraph#functional-api
​https://docs.temporal.io/develop/python/integrations/langgraph#define-tasks-and-a-workflow
​https://docs.temporal.io/develop/python/integrations/langgraph#configure-the-worker-with-the-functional-api
​https://docs.temporal.io/develop/python/integrations/langgraph#checkpointer
​https://docs.temporal.io/develop/python/integrations/langgraph#runtime-context
​https://docs.temporal.io/develop/python/integrations/langgraph#continue-as-new
continue-as-newhttps://docs.temporal.io/develop/python/workflows/continue-as-new
​https://docs.temporal.io/develop/python/integrations/langgraph#streaming
WorkflowStreamhttps://github.com/temporalio/sdk-python/tree/main/temporalio/contrib/workflow_streams
installation notehttps://docs.temporal.io/develop/python/integrations/langgraph#install-the-plugin
​https://docs.temporal.io/develop/python/integrations/langgraph#whats-covered-and-what-isnt
​https://docs.temporal.io/develop/python/integrations/langgraph#retry-semantics
streaming samplehttps://github.com/temporalio/samples-python/tree/main/langgraph_plugin/graph_api/streaming
​https://docs.temporal.io/develop/python/integrations/langgraph#tracing
Temporal LangSmith pluginhttps://github.com/temporalio/sdk-python/tree/main/temporalio/contrib/langsmith
​https://docs.temporal.io/develop/python/integrations/langgraph#stores-are-not-supported
​https://docs.temporal.io/develop/python/integrations/langgraph#activity-vs-workflow-execution
​https://docs.temporal.io/develop/python/integrations/langgraph#when-to-use-an-activity
​https://docs.temporal.io/develop/python/integrations/langgraph#when-to-run-in-the-workflow
deterministichttps://docs.temporal.io/develop/python/workflows/basics#workflow-logic-requirements
​https://docs.temporal.io/develop/python/integrations/langgraph#where-langgraph-primitives-run
​https://docs.temporal.io/develop/python/integrations/langgraph#syntax
​https://docs.temporal.io/develop/python/integrations/langgraph#example-subgraph-orchestration
​https://docs.temporal.io/develop/python/integrations/langgraph#human-in-the-loop
human-in-the-loop sampleshttps://github.com/temporalio/samples-python/tree/main/langgraph_plugin/graph_api/human_in_the_loop
​https://docs.temporal.io/develop/python/integrations/langgraph#samples
LangGraph plugin sampleshttps://github.com/temporalio/samples-python/tree/main/langgraph_plugin
LangGraphhttps://docs.temporal.io/tags/lang-graph
Python SDKhttps://docs.temporal.io/tags/python-sdk
Temporal SDKshttps://docs.temporal.io/tags/temporal-sd-ks
documentationhttps://github.com/temporalio/documentation
PreviousGoogle ADKhttps://docs.temporal.io/develop/python/integrations/google-adk
NextLangSmithhttps://docs.temporal.io/develop/python/integrations/langsmith
Prerequisiteshttps://docs.temporal.io/develop/python/integrations/langgraph#prerequisites
Install the pluginhttps://docs.temporal.io/develop/python/integrations/langgraph#install-the-plugin
Graph APIhttps://docs.temporal.io/develop/python/integrations/langgraph#graph-api
Functional APIhttps://docs.temporal.io/develop/python/integrations/langgraph#functional-api
Checkpointerhttps://docs.temporal.io/develop/python/integrations/langgraph#checkpointer
Runtime contexthttps://docs.temporal.io/develop/python/integrations/langgraph#runtime-context
Continue-as-newhttps://docs.temporal.io/develop/python/integrations/langgraph#continue-as-new
Streaminghttps://docs.temporal.io/develop/python/integrations/langgraph#streaming
Tracinghttps://docs.temporal.io/develop/python/integrations/langgraph#tracing
Stores are not supportedhttps://docs.temporal.io/develop/python/integrations/langgraph#stores-are-not-supported
Activity vs. Workflow executionhttps://docs.temporal.io/develop/python/integrations/langgraph#activity-vs-workflow-execution
Human-in-the-loophttps://docs.temporal.io/develop/python/integrations/langgraph#human-in-the-loop
Sampleshttps://docs.temporal.io/develop/python/integrations/langgraph#samples
GitHubhttps://github.com/temporalio
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