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 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://github.com/danilo-aguiar-br/sqlite-graphrag/schemas/entities-input.schema.json",
  "title": "RememberEntitiesInput",
  "description": "JSON array accepted by `sqlite-graphrag remember --entities-file`. Each item must define an entity name and a semantic type. Since v1.2.8 the type vocabulary is OPEN: any term is stored as written, and the thirteen canonical kinds are a recommendation rather than a gate. The alias field `type` is accepted as a synonym for `entity_type`, but both must not appear together in the same object.",
  "type": "array",
  "items": {
    "type": "object",
    "additionalProperties": false,
    "properties": {
      "name": {
        "type": "string",
        "description": "Canonical entity name within the namespace."
      },
      "entity_type": {
        "type": "string",
        "description": "Semantic type label for the entity. The vocabulary is OPEN since v1.2.8 (GAP-SG-277, GAP-SG-278): any term is accepted and STORED AS WRITTEN, never replaced by another label. Thirteen kinds stay RECOMMENDED — concept, dashboard, date, decision, file, incident, issue_tracker, location, memory, organization, person, project, tool — and a label outside them is reported in the response `warnings` array while still being written. Pass `--strict-entity-types` to restrict the write to those thirteen and be refused with exit 1 otherwise. Only the SHAPE is enforced: the label is trimmed, lowercased and has hyphens turned into underscores, and it is rejected when empty, digits only, containing a line break, or longer than 64 characters."
      },
      "type": {
        "type": "string",
        "description": "Alias accepted by the parser as a synonym for `entity_type`. Same open vocabulary and same shape rules."
      },
      "description": {
        "type": ["string", "null"],
        "description": "Optional human-readable description of the entity."
      }
    },
    "required": ["name"],
    "oneOf": [
      { "required": ["entity_type"] },
      { "required": ["type"] }
    ],
    "examples": [
      {
        "name": "SQLite",
        "entity_type": "tool",
        "description": "Embedded SQL database"
      },
      {
        "name": "GraphRAG",
        "type": "concept"
      }
    ]
  }
}