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langgraph/docs/mkdocs.yml
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Chester Curme 3ea7f9469a update
2025-01-13 18:26:24 -05:00

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site_name: ""
site_description: Build language agents as graphs
site_url: https://langchain-ai.github.io/langgraph/
repo_url: https://github.com/langchain-ai/langgraph
edit_uri: edit/main/docs/docs/
theme:
name: material
custom_dir: overrides
logo_dark_mode: static/wordmark_light.svg
logo_light_mode: static/wordmark_dark.svg
favicon: static/favicon.png
icon:
repo: fontawesome/brands/git-alt
features:
- announce.dismiss
- content.code.annotate
- content.code.copy
- content.code.select
- content.tabs.link
- content.action.edit
- content.tooltips
- header.autohide
- navigation.expand
- navigation.tabs
- navigation.footer
# - navigation.indexes
- navigation.instant
- navigation.sections
- navigation.instant.prefetch
- navigation.instant.progress
- navigation.path
- navigation.prune
- navigation.top
- navigation.tracking
- search.highlight
- search.share
- search.suggest
- toc.follow
palette:
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primary: white
accent: gray
toggle:
icon: material/brightness-7
name: Switch to dark mode
- scheme: slate
primary: grey
accent: white
toggle:
icon: material/brightness-4
name: Switch to light mode
font:
text: "Public Sans"
code: "Roboto Mono"
plugins:
- search:
separator: '[\s\u200b\-_,:!=\[\]()"`/]+|\.(?!\d)|&[lg]t;|(?!\b)(?=[A-Z][a-z])'
- autorefs
- redirects:
redirect_maps:
'cloud/index.md': 'concepts/index.md#langgraph-platform'
'cloud/how-tos/index.md': 'how-tos/index.md#langgraph-platform'
'cloud/concepts/api.md': 'concepts/langgraph_server.md'
'cloud/concepts/cloud.md': 'concepts/langgraph_cloud.md'
'cloud/faq/studio.md': 'concepts/langgraph_studio.md#studio-faqs'
- mkdocstrings:
handlers:
python:
import:
- https://docs.python.org/3/objects.inv
- https://api.python.langchain.com/en/latest/objects.inv
options:
members_order: source
allow_inspection: true
heading_level: 2
show_bases: true
show_source: false
summary: true
inherited_members: true
selection:
docstring_style: google
docstring_section_style: list
show_root_toc_entry: false
show_signature_annotations: true
show_symbol_type_heading: true
show_symbol_type_toc: true
signature_crossrefs: true
options:
filters:
- "!^_"
-
nav:
- LangGraph:
- Introduction: index.md
- Get started:
- Learn the basics: tutorials/introduction.ipynb
- Guides:
- Concepts: concepts/index.md
- How-to guides: how-tos/index.md
# - how-tos/index.md
# - Controllability: how-tos#controllability
# - Persistence: how-tos#persistence
# - Memory: how-tos#memory
# - Human-in-the-loop: how-tos#human-in-the-loop
# - Time travel: how-tos/#time-travel
# - Streaming: how-tos#streaming
# - Tool calling: how-tos#tool-calling
# - Subgraphs: how-tos#subgraphs
# - Multi-agent: how-tos#multi-agent
# - State Management: how-tos#state-management
# - Other: how-tos#other
# - Prebuilt ReAct Agent: how-tos#prebuilt-react-agent
- Tutorials & examples: tutorials/index.md
# - tutorials/index.md
# - Chatbots: tutorials#chatbots
# - RAG: tutorials#rag
# - Agent Architectures: tutorials#agent-architectures
# - Evaluation: tutorials#evaluation
# - Experimental: tutorials#experimental
- Troubleshooting: troubleshooting/errors/index.md
# - Learn:
# - concepts/index.md
# - Why LangGraph: concepts/high_level.md
# - Primitives: concepts/low_level.md
# - Agents: concepts/agentic_concepts.md
# - Multi-agent systems: concepts/multi_agent.md
# - Human-in-the-loop: concepts/human_in_the_loop.md
# - concepts/persistence.md
# - concepts/memory.md
# - concepts/streaming.md
- LangGraph Platform:
- Introduction: concepts/langgraph_platform/
- Get Started:
- Local Quickstart: tutorials/langgraph-platform/local-server.md
- Template Applications: concepts/template_applications.md
- Cloud Quickstart: langgraph/cloud/quick_stard.md
- Guides:
- Concepts: concepts/index.md
- How-to guides: how-tos/#langgraph-platform # TODO: make own page
- Tutorials & examples: tutorials/#platform # TODO: make own page(?)
- Learn:
- High level:
- concepts/langgraph_platform.md
- concepts/deployment_options.md
- concepts/plans.md
- concepts/template_applications.md
- Components:
- Server: concepts/langgraph_server.md
- Studio: concepts/langgraph_studio.md
- CLI: concepts/langgraph_cli.md
- SDK: concepts/sdk.md
- RemoteGraph: how-tos/use-remote-graph.md
- LangGraph Server:
- concepts/application_structure.md
- concepts/assistants.md
- concepts/double_texting.md
- Deployment options:
- concepts/self_hosted.md
- concepts/langgraph_cloud.md
- concepts/bring_your_own_cloud.md
- API reference:
- LangGraph:
- Graphs: reference/graphs.md
- Checkpointing: reference/checkpoints.md
- Storage: reference/store.md
- Prebuilt components: reference/prebuilt.md
- Channels: reference/channels.md
- Errors: reference/errors.md
- Types: reference/types.md
- Constants: reference/constants.md
- LangGraph Platform API:
- Server API: "cloud/reference/api/api_ref.md"
- CLI: "cloud/reference/cli.md"
- SDK (Python): "cloud/reference/sdk/python_sdk_ref.md"
- SDK (JS/TS): "cloud/reference/sdk/js_ts_sdk_ref.md"
- RemoteGraph: reference/remote_graph.md
- Environment variables: "cloud/reference/env_var.md"
- FAQ: concepts/faq.md
#
# - Tutorials & Examples:
# - tutorials/index.md
# - Quick Start:
# - Quick Start: tutorials#quick-start
# - tutorials/introduction.ipynb
# - tutorials/langgraph-platform/local-server.md
# - cloud/quick_start.md
# - Chatbots:
# - Chatbots: tutorials#chatbots
# - tutorials/customer-support/customer-support.ipynb
# - tutorials/chatbots/information-gather-prompting.ipynb
# - tutorials/code_assistant/langgraph_code_assistant.ipynb
# - RAG:
# - RAG: tutorials#rag
# - tutorials/rag/langgraph_adaptive_rag.ipynb
# - tutorials/rag/langgraph_adaptive_rag_local.ipynb
# - tutorials/rag/langgraph_agentic_rag.ipynb
# - tutorials/rag/langgraph_crag.ipynb
# - tutorials/rag/langgraph_crag_local.ipynb
# - tutorials/rag/langgraph_self_rag.ipynb
# - tutorials/rag/langgraph_self_rag_local.ipynb
# - tutorials/sql-agent.ipynb
# - Agent Architectures:
# - Agent Architectures: tutorials#agent-architectures
# - Multi-Agent Systems:
# - Multi-Agent Systems: tutorials#multi-agent-systems
# - tutorials/multi_agent/multi-agent-collaboration.ipynb
# - tutorials/multi_agent/agent_supervisor.ipynb
# - tutorials/multi_agent/hierarchical_agent_teams.ipynb
# - Planning Agents:
# - Planning Agents: tutorials#planning-agents
# - tutorials/plan-and-execute/plan-and-execute.ipynb
# - tutorials/rewoo/rewoo.ipynb
# - tutorials/llm-compiler/LLMCompiler.ipynb
# - Reflection & Critique:
# - Reflection & Critique: tutorials#reflection-critique
# - tutorials/reflection/reflection.ipynb
# - tutorials/reflexion/reflexion.ipynb
# - tutorials/tot/tot.ipynb
# - tutorials/lats/lats.ipynb
# - tutorials/self-discover/self-discover.ipynb
# - Evaluation & Analysis:
# - Evaluation & Analysis: tutorials#evaluation
# - tutorials/chatbot-simulation-evaluation/agent-simulation-evaluation.ipynb
# - tutorials/chatbot-simulation-evaluation/langsmith-agent-simulation-evaluation.ipynb
# - Experimental:
# - Experimental: tutorials#experimental
# - tutorials/storm/storm.ipynb
# - tutorials/tnt-llm/tnt-llm.ipynb
# - tutorials/web-navigation/web_voyager.ipynb
# - tutorials/usaco/usaco.ipynb
# - tutorials/extraction/retries.ipynb
# - LangGraph Platform:
# - LangGraph Platform: concepts#langgraph-platform
# - tutorials/auth/getting_started.md
# - tutorials/auth/resource_auth.md
# - tutorials/auth/add_auth_server.md
#
# - How-to Guides:
# - how-tos/index.md
# - LangGraph:
# - LangGraph: how-tos#langgraph
# - Controllability:
# - Controllability: how-tos#controllability
# - how-tos/branching.ipynb
# - how-tos/map-reduce.ipynb
# - how-tos/recursion-limit.ipynb
# - how-tos/command.ipynb
# - Persistence:
# - Persistence: how-tos#persistence
# - how-tos/persistence.ipynb
# - how-tos/subgraph-persistence.ipynb
# - how-tos/cross-thread-persistence.ipynb
# - how-tos/persistence_postgres.ipynb
# - how-tos/persistence_mongodb.ipynb
# - how-tos/persistence_redis.ipynb
# - Memory:
# - Memory: how-tos#memory
# - how-tos/memory/manage-conversation-history.ipynb
# - how-tos/memory/delete-messages.ipynb
# - how-tos/memory/add-summary-conversation-history.ipynb
# - how-tos/memory/semantic-search.ipynb
# - Human-in-the-loop:
# - Human-in-the-loop: how-tos#human-in-the-loop
# - how-tos/human_in_the_loop/breakpoints.ipynb
# - how-tos/human_in_the_loop/dynamic_breakpoints.ipynb
# - how-tos/human_in_the_loop/edit-graph-state.ipynb
# - how-tos/human_in_the_loop/wait-user-input.ipynb
# - how-tos/human_in_the_loop/time-travel.ipynb
# - how-tos/human_in_the_loop/review-tool-calls.ipynb
# - Streaming:
# - Streaming: how-tos#streaming
# - how-tos/stream-values.ipynb
# - how-tos/stream-updates.ipynb
# - how-tos/streaming-tokens.ipynb
# - how-tos/streaming-tokens-without-langchain.ipynb
# - how-tos/streaming-content.ipynb
# - how-tos/stream-multiple.ipynb
# - how-tos/streaming-events-from-within-tools.ipynb
# - how-tos/streaming-events-from-within-tools-without-langchain.ipynb
# - how-tos/streaming-from-final-node.ipynb
# - how-tos/streaming-subgraphs.ipynb
# - how-tos/disable-streaming.ipynb
# - Tool calling:
# - Tool calling: how-tos#tool-calling
# - how-tos/tool-calling.ipynb
# - how-tos/tool-calling-errors.ipynb
# - how-tos/pass-run-time-values-to-tools.ipynb
# - how-tos/update-state-from-tools.ipynb
# - how-tos/pass-config-to-tools.ipynb
# - how-tos/many-tools.ipynb
# - Subgraphs:
# - Subgraphs: how-tos#subgraphs
# - how-tos/subgraph.ipynb
# - how-tos/subgraphs-manage-state.ipynb
# - how-tos/subgraph-transform-state.ipynb
# - Multi-agent:
# - Multi-agent: how-tos#multi-agent
# - how-tos/agent-handoffs.ipynb
# - how-tos/multi-agent-network.ipynb
# - how-tos/multi-agent-multi-turn-convo.ipynb
# - State Management:
# - State Management: how-tos#state-management
# - how-tos/state-model.ipynb
# - how-tos/input_output_schema.ipynb
# - how-tos/pass_private_state.ipynb
# - Other:
# - Other: how-tos#other
# - how-tos/async.ipynb
# - how-tos/visualization.ipynb
# - how-tos/configuration.ipynb
# - how-tos/node-retries.ipynb
# - how-tos/react-agent-structured-output.ipynb
# - how-tos/run-id-langsmith.ipynb
# - how-tos/return-when-recursion-limit-hits.ipynb
# - Prebuilt ReAct Agent:
# - Prebuilt ReAct Agent: how-tos#prebuilt-react-agent
# - how-tos/create-react-agent.ipynb
# - how-tos/create-react-agent-memory.ipynb
# - how-tos/create-react-agent-system-prompt.ipynb
# - how-tos/create-react-agent-hitl.ipynb
# - how-tos/react-agent-from-scratch.ipynb
# - LangGraph Platform:
# - LangGraph Platform: how-tos#langgraph-platform
# - Application Structure:
# - Application Structure: how-tos#application-structure
# - cloud/deployment/setup.md
# - cloud/deployment/setup_pyproject.md
# - cloud/deployment/setup_javascript.md
# - cloud/deployment/semantic_search.md
# - cloud/deployment/custom_docker.md
# - cloud/deployment/test_locally.md
# - cloud/deployment/graph_rebuild.md
# - Deployment:
# - Deployment: how-tos#deployment
# - cloud/deployment/cloud.md
# - how-tos/deploy-self-hosted.md
# - how-tos/use-remote-graph.md
# - Authentication & Access Control:
# - Authentication & Access Control: how-tos#authentication-access-control
# - cloud/how-tos/auth/custom_auth_new.md
# - cloud/how-tos/auth/openapi_security_new.md
# - Assistants:
# - Assistants: how-tos#assistants
# - cloud/how-tos/configuration_cloud.md
# - cloud/how-tos/assistant_versioning.md
# - Threads:
# - Threads: how-tos#threads
# - cloud/how-tos/copy_threads.md
# - cloud/how-tos/check_thread_status.md
# - Runs:
# - Runs: how-tos#runs
# - cloud/how-tos/background_run.md
# - cloud/how-tos/same-thread.md
# - cloud/how-tos/cron_jobs.md
# - cloud/how-tos/stateless_runs.md
# - Streaming:
# - Streaming: how-tos#streaming_1
# - cloud/how-tos/stream_values.md
# - cloud/how-tos/stream_updates.md
# - cloud/how-tos/stream_messages.md
# - cloud/how-tos/stream_events.md
# - cloud/how-tos/stream_debug.md
# - cloud/how-tos/stream_multiple.md
# - Human-in-the-loop:
# - Human-in-the-loop: how-tos#human-in-the-loop_1
# - cloud/how-tos/human_in_the_loop_breakpoint.md
# - cloud/how-tos/human_in_the_loop_user_input.md
# - cloud/how-tos/human_in_the_loop_edit_state.md
# - cloud/how-tos/human_in_the_loop_time_travel.md
# - cloud/how-tos/human_in_the_loop_review_tool_calls.md
# - Double-texting:
# - Double-texting: how-tos#double-texting
# - cloud/how-tos/interrupt_concurrent.md
# - cloud/how-tos/rollback_concurrent.md
# - cloud/how-tos/reject_concurrent.md
# - cloud/how-tos/enqueue_concurrent.md
# - Webhooks:
# - cloud/how-tos/webhooks.md
# - Cron Jobs:
# - cloud/how-tos/cron_jobs.md
# - LangGraph Studio:
# - LangGraph Studio: how-tos#langgraph-studio
# - cloud/how-tos/test_deployment.md
# - cloud/how-tos/test_local_deployment.md
# - cloud/how-tos/invoke_studio.md
# - cloud/how-tos/threads_studio.md
# - cloud/how-tos/datasets_studio.md
# - Troubleshooting:
# - Troubleshooting: how-tos#troubleshooting
# - troubleshooting/errors/index.md
# - troubleshooting/errors/GRAPH_RECURSION_LIMIT.md
# - troubleshooting/errors/INVALID_CONCURRENT_GRAPH_UPDATE.md
# - troubleshooting/errors/INVALID_GRAPH_NODE_RETURN_VALUE.md
# - troubleshooting/errors/MULTIPLE_SUBGRAPHS.md
#
# - Conceptual Guides:
# - concepts/index.md
# - LangGraph:
# - LangGraph: concepts#langgraph
# - concepts/high_level.md
# - concepts/low_level.md
# - concepts/agentic_concepts.md
# - concepts/multi_agent.md
# - concepts/human_in_the_loop.md
# - concepts/persistence.md
# - concepts/memory.md
# - concepts/streaming.md
# - concepts/faq.md
# - LangGraph Platform:
# - LangGraph Platform: concepts#langgraph-platform
# - High Level:
# - High Level: concepts#high-level
# - concepts/langgraph_platform.md
# - concepts/deployment_options.md
# - concepts/plans.md
# - concepts/template_applications.md
# - Components:
# - Components: concepts#components
# - concepts/langgraph_server.md
# - concepts/langgraph_studio.md
# - concepts/langgraph_cli.md
# - concepts/sdk.md
# - how-tos/use-remote-graph.md
# - LangGraph Server:
# - LangGraph Server: concepts#langgraph-server
# - concepts/application_structure.md
# - concepts/assistants.md
# - concepts/double_texting.md
# - Deployment Options:
# - Deployment Options: concepts#deployment-options
# - concepts/self_hosted.md
# - concepts/langgraph_cloud.md
# - concepts/bring_your_own_cloud.md
#
markdown_extensions:
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- attr_list
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- footnotes
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- github-callouts
hooks:
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extra:
social:
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link: https://langchain-ai.github.io/langgraphjs/
- icon: fontawesome/brands/github
link: https://github.com/langchain-ai/langgraph
- icon: fontawesome/brands/twitter
link: https://twitter.com/LangChainAI
analytics:
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- feedback:
title: Was this page helpful?
ratings:
- icon: material/emoticon-happy-outline
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data: 1
note: >-
Thanks for your feedback!
- icon: material/emoticon-sad-outline
name: This page could be improved
data: 0
note: >-
Thanks for your feedback! Please help us improve this page by adding to the discussion below.
validation:
# https://www.mkdocs.org/user-guide/configuration/
# We're `ignoring` nav.omitted_files because we are going to rely
# on files being properly links to from the index pages of:
# - tutorials
# - concepts
# - how-tos
# - reference
omitted_files: ignore
absolute_links: warn
unrecognized_links: warn
# TODO: figure out how to enable 'warn' for this
# it's only an issue for tutorials/storm/storm.ipynb
# because it creates anchors in the generated report
# and those anchors are not available in the actual doc
anchors: info
# this is needed to handle headers with anchors for nav
not_found: info
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