sqlite-graphrag 1.0.21

Local GraphRAG memory for LLMs in a single SQLite file
Documentation 
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{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://github.com/daniloaguiarbr/sqlite-graphrag/schemas/hybrid-search.schema.json",
  "title": "HybridSearchResponse",
  "description": "Response emitted by `sqlite-graphrag hybrid-search` on stdout as a single JSON line.",
  "$defs": {
    "HybridSearchItem": {
      "type": "object",
      "required": ["memory_id", "name", "namespace", "type", "description", "body", "combined_score", "score", "source"],
      "additionalProperties": false,
      "properties": {
        "memory_id":     { "type": "integer" },
        "name":          { "type": "string" },
        "namespace":     { "type": "string" },
        "type":          { "type": "string" },
        "description":   { "type": "string" },
        "body":          { "type": "string" },
        "combined_score":{ "type": "number",  "description": "RRF combined score." },
        "score":         { "type": "number",  "description": "Alias of combined_score." },
        "source":        { "type": "string",  "enum": ["hybrid"] },
        "vec_rank":      { "type": "integer", "minimum": 1, "description": "Present when result appeared in vector search." },
        "fts_rank":      { "type": "integer", "minimum": 1, "description": "Present when result appeared in full-text search." }
      }
    },
    "RecallItem": {
      "type": "object",
      "required": ["memory_id", "name", "namespace", "type", "description", "snippet", "distance", "source"],
      "additionalProperties": false,
      "properties": {
        "memory_id":   { "type": "integer" },
        "name":        { "type": "string" },
        "namespace":   { "type": "string" },
        "type":        { "type": "string" },
        "description": { "type": "string" },
        "snippet":     { "type": "string" },
        "distance":    { "type": "number" },
        "source":      { "type": "string" }
      }
    },
    "Weights": {
      "type": "object",
      "required": ["vec", "fts"],
      "additionalProperties": false,
      "properties": {
        "vec": { "type": "number" },
        "fts": { "type": "number" }
      }
    }
  },
  "type": "object",
  "required": ["query", "k", "rrf_k", "weights", "results", "graph_matches", "elapsed_ms"],
  "additionalProperties": false,
  "properties": {
    "query":         { "type": "string" },
    "k":             { "type": "integer", "minimum": 1 },
    "rrf_k":         { "type": "integer", "minimum": 1, "description": "RRF k parameter." },
    "weights":       { "$ref": "#/$defs/Weights" },
    "results":       { "type": "array", "items": { "$ref": "#/$defs/HybridSearchItem" } },
    "graph_matches": { "type": "array", "items": { "$ref": "#/$defs/RecallItem" } },
    "elapsed_ms":    { "type": "integer", "minimum": 0 }
  }
}