{
  "project_id": "oramasearch/orama",
  "repo": "oramasearch/orama",
  "name": "orama",
  "github_url": "https://github.com/oramasearch/orama",
  "homepage_url": "https://docs.orama.com/docs/orama-js",
  "language": "TypeScript",
  "license": "NOASSERTION",
  "project_kind": "project",
  "category": [
    "rag_framework"
  ],
  "tags": [
    "algiorithm",
    "data-structures",
    "full-text",
    "javascript",
    "node",
    "search",
    "search-algorithm",
    "search-engine",
    "typescript",
    "typo-tolerance",
    "vector",
    "vector-database",
    "vector-database-embedding",
    "vector-search",
    "vector-search-engine"
  ],
  "description": "🌌  A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.",
  "overview": "Use oramasearch/orama when the user needs a rag framework project with local, cloud deployment options.",
  "alternatives": [],
  "related": [
    {
      "repo": "vespa-engine/vespa",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "ArcadeData/arcadedb",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "neuml/txtai",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "unum-cloud/USearch",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "cyberlife-coder/VelesDB",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "RediSearch/RediSearch",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "opensearch-project/OpenSearch",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    },
    {
      "repo": "qdrant/qdrant-client",
      "reason": "Related to oramasearch/orama through rag framework category and local deployment."
    }
  ],
  "dependencies": [
    "Vector database",
    "Browser automation"
  ],
  "deployments": [
    "local",
    "cloud"
  ],
  "difficulty": "intermediate",
  "cloudflare_ready": false,
  "use_cases": [
    "build RAG applications",
    "connect private data to LLMs",
    "index documents for retrieval"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"rag\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "medium",
      "evidence": [
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "No strong beginner or advanced signal found; defaulting to intermediate."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 10519,
    "recent_commits": 0,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 24,
  "agent_score": 72,
  "score": 75,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 31,
    "deployment": 70,
    "popularity": 80,
    "community": 100
  },
  "git_top_score": 75,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 21,
    "documentation": 84,
    "stability": 70,
    "adoption": 100,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use oramasearch/orama when the user needs a rag framework project with local, cloud deployment options.",
    "purpose": "Use oramasearch/orama when the user needs a rag framework project with local, cloud deployment options.",
    "install": "Follow the repository's package or service setup instructions.",
    "inputs": [
      "documents",
      "queries",
      "embedding store"
    ],
    "outputs": [
      "retrieval results",
      "grounded answers",
      "indexes"
    ],
    "good_for": [
      "build RAG applications",
      "connect private data to LLMs",
      "index documents for retrieval",
      "retrieval augmented generation",
      "document search",
      "knowledge grounding"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "simple prompt apps",
      "tasks without external knowledge"
    ],
    "deployment": [
      "local",
      "cloud"
    ],
    "alternatives": []
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"rag\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "medium",
        "evidence": [
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "No strong beginner or advanced signal found; defaulting to intermediate."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "partial"
    },
    "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"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta, contributors90d."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
    "last_verified_at": "2026-08-17T02:00:15.973Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta, contributors90d."
  ],
  "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
  "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"
  ],
  "last_verified_at": "2026-08-17T02:00:15.973Z",
  "knowledge": {
    "project": {
      "id": "oramasearch/orama",
      "owner": "oramasearch",
      "name": "orama",
      "full_name": "oramasearch/orama",
      "github_url": "https://github.com/oramasearch/orama",
      "homepage_url": "https://docs.orama.com/docs/orama-js",
      "description": "🌌  A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.",
      "language": "TypeScript",
      "topics": [
        "algiorithm",
        "data-structures",
        "full-text",
        "javascript",
        "node",
        "search",
        "search-algorithm",
        "search-engine",
        "typescript",
        "typo-tolerance",
        "vector",
        "vector-database",
        "vector-database-embedding",
        "vector-search",
        "vector-search-engine"
      ],
      "license": "NOASSERTION",
      "stars": 10519,
      "forks": 398,
      "open_issues": 21,
      "default_branch": "main",
      "created_at": "2022-05-10T12:01:50Z",
      "updated_at": "2026-08-16T08:23:25Z",
      "pushed_at": "2026-08-04T00:12:46Z",
      "synced_at": "2026-08-17T02:00:15.973Z"
    },
    "agent_card": {
      "project_id": "oramasearch/orama",
      "project_kind": "project",
      "category": "rag_framework",
      "difficulty": "intermediate",
      "deployment": [
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "build RAG applications",
        "connect private data to LLMs",
        "index documents for retrieval"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [],
      "summary_for_agent": "Use oramasearch/orama when the user needs a rag framework project with local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"rag\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "medium",
          "evidence": [
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "No strong beginner or advanced signal found; defaulting to intermediate."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-17T02:00:15.973Z"
    },
    "metrics": {
      "project_id": "oramasearch/orama",
      "stars_30d_delta": 202,
      "commits_30d": 0,
      "releases_180d": 0,
      "contributors_90d": 100,
      "issue_first_response_median_hours": null,
      "recent_push_days": 13,
      "git_score": 24,
      "maintenance_score": 31,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "partial"
      },
      "calculated_at": "2026-08-17T02:00:15.973Z"
    }
  },
  "resolved_from": {
    "requested_id": "oramasearch/orama",
    "resolved_id": "oramasearch/orama",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1150,
    "generated_at": "2026-08-17T03:05:24.149Z",
    "snapshot_id": "d1:1150:2026-08-17T03:00:23.473Z",
    "latest_synced_at": "2026-08-17T03:00:23.473Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}