{
  "id": "framework:langgraph",
  "_kind": "Framework",
  "_file": "domain/frameworks/agent-orchestration.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "LangGraph",
    "homepageUrl": "https://www.langchain.com/langgraph",
    "belongsToLanguageId": "language:python",
    "category": "agent-orchestration",
    "description": "Graph-based agent orchestration framework from the LangChain team\nthat models agent workflows as stateful, cyclic graphs. Nodes represent\ncomputation steps and edges define control flow with conditional\nbranching. Supports human-in-the-loop breakpoints, persistent\ncheckpointing, and multi-agent architectures. Built on top of\nLangChain primitives but usable independently.\n"
  },
  "outgoingEdges": [
    {
      "from": "framework:langgraph",
      "to": "language:python",
      "kind": "belongs_to_language"
    },
    {
      "from": "framework:langgraph",
      "to": "skill-area:ai-agent-development",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "framework:langgraph",
      "to": "skill-area:agentic-loops",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "framework:langgraph",
      "to": "skill-area:multi-agent-coordination",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "framework:langgraph",
      "to": "framework:langchain",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent frameworks — LangGraph is graph-based; LangChain is chain-based"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:crewai",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent frameworks — LangGraph is graph-based; CrewAI is role-based"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:autogen",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent frameworks — LangGraph is graph-based; AutoGen is conversation-based"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:pydantic-ai",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:semantic-kernel",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:google-adk",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:mastra",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:langgraph",
      "to": "framework:vercel-ai-sdk",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "framework:langchain",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent frameworks — LangChain is chain-based; LangGraph is graph-based"
      }
    },
    {
      "from": "framework:crewai",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:autogen",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent frameworks — AutoGen is conversation-based; LangGraph is graph-based"
      }
    },
    {
      "from": "framework:pydantic-ai",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:semantic-kernel",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:mastra",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:google-adk",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "framework:vercel-ai-sdk",
      "to": "framework:langgraph",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Agent orchestration frameworks"
      }
    },
    {
      "from": "skill-area:rag-pipeline-engineering",
      "to": "framework:langgraph",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:ai-agents-conversational",
      "to": "framework:langgraph",
      "kind": "uses_framework"
    },
    {
      "from": "stack-profile:multi-agent-orchestration",
      "to": "framework:langgraph",
      "kind": "composed_of"
    },
    {
      "from": "stack-profile:autonomous-agent-fleet",
      "to": "framework:langgraph",
      "kind": "composed_of"
    },
    {
      "from": "tool-server:mcp-langchain-adapters",
      "to": "framework:langgraph",
      "kind": "integrates_with",
      "attributes": {}
    }
  ]
}