{
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  "github_url": "https://github.com/getzep/graphiti",
  "homepage_url": "https://help.getzep.com/graphiti",
  "language": "Python",
  "license": "Apache-2.0",
  "project_kind": "project",
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    "agents",
    "graph",
    "llms",
    "rag"
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  "description": "Build Real-Time Knowledge Graphs for AI Agents",
  "overview": "Use getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options.",
  "alternatives": [
    {
      "repo": "mem0ai/mem0",
      "reason": "Same rag framework intent with rag overlap."
    },
    {
      "repo": "langchain-ai/langgraph",
      "reason": "Same rag framework intent with rag overlap."
    },
    {
      "repo": "run-llama/llama_index",
      "reason": "Same rag framework intent with rag overlap."
    }
  ],
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    {
      "repo": "helixml/helix",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    },
    {
      "repo": "neo4j-labs/llm-graph-builder",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    },
    {
      "repo": "neuml/txtai",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    },
    {
      "repo": "dynamiq-ai/dynamiq",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    },
    {
      "repo": "microsoft/kernel-memory",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    },
    {
      "repo": "gptme/gptme",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    },
    {
      "repo": "LazyAGI/LazyLLM",
      "reason": "Related to getzep/graphiti through rag framework category and serverless deployment."
    },
    {
      "repo": "bibinprathap/VeritasGraph",
      "reason": "Related to getzep/graphiti through rag framework category and docker deployment."
    }
  ],
  "dependencies": [
    "Vector database",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "serverless",
    "library_only",
    "local",
    "cloud"
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  "difficulty": "advanced",
  "cloudflare_ready": false,
  "use_cases": [
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    "connect private data to LLMs",
    "index documents for retrieval"
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    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
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      ]
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      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"serverless\" in repository content.",
        "Matched \"pip install\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Found multi-service or orchestration configuration files."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
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    "recent_commits": 52,
    "contributors": 57,
    "issue_response_time_hours": null,
    "release_frequency_180d": 11
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    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 38,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
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  "agent_score": 86,
  "score": 92,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 61,
    "deployment": 100,
    "popularity": 89,
    "community": 100
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  "git_top_score_breakdown": {
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    "maintenance": 73,
    "documentation": 92,
    "stability": 90,
    "adoption": 100,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options.",
    "purpose": "Use getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "documents",
      "queries",
      "embedding store"
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      "retrieval results",
      "grounded answers",
      "indexes"
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      "build RAG applications",
      "connect private data to LLMs",
      "index documents for retrieval",
      "retrieval augmented generation",
      "document search",
      "knowledge grounding"
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      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "simple prompt apps",
      "tasks without external knowledge"
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    "deployment": [
      "docker",
      "serverless",
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "mem0ai/mem0",
        "reason": "Same rag framework intent with rag overlap."
      },
      {
        "repo": "langchain-ai/langgraph",
        "reason": "Same rag framework intent with rag overlap."
      },
      {
        "repo": "run-llama/llama_index",
        "reason": "Same rag framework intent with rag overlap."
      }
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        "confidence": "medium",
        "evidence": [
          "Matched \"rag\" in metadata."
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      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"serverless\" in repository content.",
          "Matched \"pip install\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Found multi-service or orchestration configuration files."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 38,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
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      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product"
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-08-05T21:30:58.049Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
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  "last_verified_at": "2026-08-05T21:30:58.049Z",
  "knowledge": {
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      "owner": "getzep",
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      "description": "Build Real-Time Knowledge Graphs for AI Agents",
      "language": "Python",
      "topics": [
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        "graph",
        "llms",
        "rag"
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      "stars": 29595,
      "forks": 2991,
      "open_issues": 458,
      "default_branch": "main",
      "created_at": "2024-08-08T22:08:30Z",
      "updated_at": "2026-08-05T20:00:47Z",
      "pushed_at": "2026-08-05T07:38:13Z",
      "synced_at": "2026-08-05T21:30:58.049Z"
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    "agent_card": {
      "project_id": "getzep/graphiti",
      "project_kind": "project",
      "category": "rag_framework",
      "difficulty": "advanced",
      "deployment": [
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        "serverless",
        "library_only",
        "local",
        "cloud"
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      "use_cases": [
        "build RAG applications",
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        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
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      "alternatives": [
        {
          "project_id": "mem0ai/mem0",
          "reason": "Same rag framework intent with rag overlap."
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          "project_id": "langchain-ai/langgraph",
          "reason": "Same rag framework intent with rag overlap."
        },
        {
          "project_id": "run-llama/llama_index",
          "reason": "Same rag framework intent with rag overlap."
        }
      ],
      "summary_for_agent": "Use getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"rag\" in metadata."
          ]
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        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"serverless\" in repository content.",
            "Matched \"pip install\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
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        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Found multi-service or orchestration configuration files."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-05T21:30:58.049Z"
    },
    "metrics": {
      "project_id": "getzep/graphiti",
      "stars_30d_delta": 1516,
      "commits_30d": 52,
      "releases_180d": 11,
      "contributors_90d": 57,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 74,
      "maintenance_score": 61,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 38,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-08-05T21:30:58.049Z"
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  "resolved_from": {
    "requested_id": "getzep/graphiti",
    "resolved_id": "getzep/graphiti",
    "resolution": "direct"
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  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1048,
    "generated_at": "2026-08-06T05:20:13.592Z",
    "snapshot_id": "d1:1048:2026-08-06T05:01:08.636Z",
    "latest_synced_at": "2026-08-06T05:01:08.636Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
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}