sqlite-graphrag 1.2.8

Persistent GraphRAG memory for Claude Code, Codex, Cursor, and 27 AI agents — one self-contained ~19 MiB Rust binary, zero daemon. Never re-explain your codebase again. Hybrid retrieval (FTS5 BM25 + cosine similarity + multi-hop graph traversal) surfaces the right memory in milliseconds. Embedding and entity enrichment run as parallel REST calls against your cloud LLM — no fragile headless subprocesses, no ONNX runtime, no model downloads. Soft-delete with full version history, transactional atomic writes, BLAKE3-tracked mutations. OAuth-only: raw API keys ABORT the spawn.
Documentation
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://github.com/danilo-aguiar-br/sqlite-graphrag/schemas/read.schema.json",
  "title": "ReadResponse",
  "description": "Response emitted by `sqlite-graphrag read` on stdout as a single JSON line.",
  "type": "object",
  "required": [
    "id",
    "memory_id",
    "namespace",
    "name",
    "type",
    "memory_type",
    "description",
    "body",
    "body_hash",
    "source",
    "metadata",
    "version",
    "created_at",
    "created_at_iso",
    "updated_at",
    "updated_at_iso",
    "elapsed_ms"
  ],
  "additionalProperties": false,
  "properties": {
    "agent_surface": {
      "$ref": "https://github.com/danilo-aguiar-br/sqlite-graphrag/schemas/agent-surface.schema.json#/$defs/AgentSurfaceMeta"
    },
    "truncated": {
      "type": "boolean",
      "description": "GAP-SG-142: raised by the agent-native surface whenever it removed data from this envelope."
    },
    "count": {
      "type": "integer",
      "minimum": 0,
      "description": "GAP-SG-142: emitted under --count-only, which replaces the payload. See agent-surface.schema.json#/$defs/CountOnlyEnvelope."
    },
    "id": {
      "type": "integer"
    },
    "memory_id": {
      "type": "integer"
    },
    "namespace": {
      "type": "string"
    },
    "name": {
      "type": "string"
    },
    "type": {
      "type": "string",
      "description": "Enum: user|feedback|project|reference|decision|incident|skill"
    },
    "memory_type": {
      "type": "string",
      "description": "Alias of `type`."
    },
    "description": {
      "type": "string"
    },
    "body": {
      "type": "string"
    },
    "body_hash": {
      "type": "string",
      "description": "BLAKE3 hex digest of the body."
    },
    "session_id": {
      "type": [
        "string",
        "null"
      ]
    },
    "source": {
      "type": "string"
    },
    "metadata": {
      "type": "object",
      "description": "Arbitrary metadata object."
    },
    "version": {
      "type": "integer",
      "minimum": 1
    },
    "created_at": {
      "type": "integer",
      "description": "Unix epoch seconds."
    },
    "created_at_iso": {
      "type": "string",
      "format": "date-time"
    },
    "updated_at": {
      "type": "integer",
      "description": "Unix epoch seconds."
    },
    "updated_at_iso": {
      "type": "string",
      "format": "date-time"
    },
    "elapsed_ms": {
      "type": "integer",
      "minimum": 0,
      "description": "Handler wall-clock time in milliseconds."
    },
    "entities": {
      "type": "array",
      "description": "Entities linked to this memory. Present ONLY under --with-graph; skipped on the wire otherwise, which is why the closed root validated the default invocation while rejecting the opt-in one (GAP-SG-291).",
      "items": {
        "$ref": "#/$defs/ReadEntityBinding"
      }
    },
    "relationships": {
      "type": "array",
      "description": "Relationships between the linked entities. Same --with-graph opt-in as `entities` (GAP-SG-291).",
      "items": {
        "$ref": "#/$defs/ReadRelationshipBinding"
      }
    }
  },
  "$defs": {
    "ReadEntityBinding": {
      "type": "object",
      "additionalProperties": false,
      "required": [
        "entity_id",
        "name",
        "entity_type"
      ],
      "properties": {
        "entity_id": {
          "type": "integer"
        },
        "name": {
          "type": "string"
        },
        "entity_type": {
          "type": "string",
          "description": "Open vocabulary; not an enum, because reclassify accepts labels this document cannot enumerate."
        }
      }
    },
    "ReadRelationshipBinding": {
      "type": "object",
      "additionalProperties": false,
      "required": [
        "from",
        "to",
        "relation",
        "weight"
      ],
      "properties": {
        "from": {
          "type": "string"
        },
        "to": {
          "type": "string"
        },
        "relation": {
          "type": "string"
        },
        "weight": {
          "type": "number"
        }
      }
    }
  }
}