open-brainy/src
David Snelling 8f87b35614 refactor(8.0): add config.vector path + 'vectors' cache category (scaffold step 2)
Step 2 of the brainy 8.0 rename scaffolding. Adds the new algorithm-neutral
config surface alongside the legacy config.hnsw path (which becomes a compat
shim removed in the final cleanup commit).

CHANGES

src/utils/recallPreset.ts (NEW)
- DEFAULT_RECALL = 'balanced'
- HNSW_PRESETS table — fast/balanced/accurate → (M, efConstruction, efSearch).
  'balanced' equals brainy 7.x DEFAULT_CONFIG byte-for-byte so a 7.x → 8.0
  upgrade with no explicit recall value is a no-op.
- resolveRecallHnswKnobs(preset) — preset → knobs.
- resolveJsHnswConfig(vectorConfig) — preset first, then `advanced.hnsw` overrides
  win. Explicit knobs always beat the preset.

src/types/brainy.types.ts
- New optional `vector` field on BrainyConfig:
    vector?: {
      recall?: 'fast' | 'balanced' | 'accurate'
      quantization?: { enabled?, bits?: 8 | 4, rerankMultiplier? }
      vectorStorage?: 'memory' | 'lazy'
      advanced?: {
        hnsw?: { M?, efConstruction?, efSearch?, ml? }
        diskann?: { pqM?, pqKsub?, maxDegree?, searchListSize?, alpha?, ... }
      }
    }
- `hnsw` field marked @deprecated with note that it stays as a compat shim
  during the 8.0 rename and is removed in the final cleanup commit.

src/utils/unifiedCache.ts
- Cache-category union widened from
    'hnsw' | 'metadata' | 'embedding' | 'other'
  to
    'hnsw' | 'vectors' | 'metadata' | 'embedding' | 'other'
- 5 union sites + 4 typed-counter maps (typeAccessCounts, checkFairness
  typeSizes/typeCounts/accessRatios/sizeRatios, getStats typeSizes/typeCounts,
  evictType loop) all gained the 'vectors' key with initial value 0.
- The hard-coded fairness-check loop now iterates both keys.
- Final 8.0 cleanup will narrow back to 'vectors' | 'metadata' | 'embedding' | 'other'.

src/brainy.ts (normalizeConfig)
- Adds the new `vector` field to the Required<BrainyConfig> return shape so
  TS compiles. Reads config?.vector ?? undefined as any (same pattern as
  the other optional config fields).

NO-OP scope

No behavioural change. The new config.vector path is silently ignored at
runtime in this commit — wired up in step 4 (storage + index resolution).
Pure surface plumbing. Tests + build green.

VERIFICATION

- npx tsc --noEmit: clean
- npm test: 1468 / 1468 unit
2026-06-09 13:06:10 -07:00
..
aggregation fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
api fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
cli fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
config fix: remove dead model config code for true zero-config 2025-12-18 10:31:02 -08:00
critical feat: replace transformers.js with direct ONNX WASM for Bun compatibility 2025-12-17 17:42:37 -08:00
data feat: Phase 3 - Unified Semantic Type Inference (Nouns + Verbs) 2025-10-16 10:59:26 -07:00
distributed feat(v4.0.0): Complete metadata/vector separation architecture with Azure support 2025-10-17 12:29:27 -07:00
embeddings fix: suppress misleading 'Using Q8 WASM' log when Cortex native is active 2026-03-22 14:53:48 -07:00
errors fix: find()/stats() correctness + Cortex compat (BR-FIND-WHERE-ZERO, BR-DEFENSIVE-INTERFACE) 2026-05-15 12:31:28 -07:00
graph feat: export provider contracts for the plugin surface brainy consumes 2026-05-27 14:45:40 -07:00
hnsw refactor(8.0): rename HnswProvider → VectorIndexProvider (8.0 scaffold) 2026-06-09 12:58:26 -07:00
import fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
importers fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
indexes/columnStore feat: column-store JS↔native interchange — raw-blob unify (2.4.0 #4) 2026-05-28 10:37:47 -07:00
integrations fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
interfaces fix: exclude __words__ keyword index from corruption detection and getStats() 2026-01-27 15:38:21 -08:00
mcp fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
migration feat: add migration system with error handling, validation, and enterprise hardening 2026-02-09 16:13:14 -08:00
neural fix: recalibrate find({ limit }) cap + two-tier enforcement + caller location 2026-06-08 12:49:43 -07:00
patterns 🧠 Brainy 2.0.0 - Zero-Configuration AI Database with Triple Intelligence™ 2025-08-26 12:32:21 -07:00
scripts feat: add node: protocol to all Node.js built-in imports for bundler compatibility 2025-09-17 14:20:21 -07:00
storage fix: saveBinaryBlob unique tmp suffix + ENOENT swallow on rename 2026-06-09 10:36:02 -07:00
streaming feat: Brainy 3.0 - Production-ready Triple Intelligence database 2025-09-11 16:23:32 -07:00
transaction feat: per-entity _rev + update({ ifRev }) CAS + add({ ifAbsent }) 2026-06-09 10:04:24 -07:00
triple fix: flush all native providers on shutdown to prevent data loss 2026-02-01 16:23:49 -08:00
types refactor(8.0): add config.vector path + 'vectors' cache category (scaffold step 2) 2026-06-09 13:06:10 -07:00
universal fix: prevent fs adapter from throwing on import in browser 2025-09-17 16:22:02 -07:00
utils refactor(8.0): add config.vector path + 'vectors' cache category (scaffold step 2) 2026-06-09 13:06:10 -07:00
versioning fix: exclude __words__ keyword index from corruption detection and getStats() 2026-01-27 15:38:21 -08:00
vfs fix: internal subtype consistency + brain.audit() diagnostic + improved enforcement errors 2026-06-08 11:31:47 -07:00
brainy.ts refactor(8.0): add config.vector path + 'vectors' cache category (scaffold step 2) 2026-06-09 13:06:10 -07:00
coreTypes.ts docs: correct misleading SQ4 quantization comment in type definitions 2026-06-09 12:53:34 -07:00
index.ts feat: per-entity _rev + update({ ifRev }) CAS + add({ ifAbsent }) 2026-06-09 10:04:24 -07:00
internals.ts feat(8.0): EntityIdMapper U32 ceiling + EntityIdSpaceExceeded error 2026-06-02 10:20:01 -07:00
pipeline.ts refactor: remove augmentation system and semantic type matching 2026-02-01 10:48:56 -08:00
plugin.ts refactor(8.0): rename HnswProvider → VectorIndexProvider (8.0 scaffold) 2026-06-09 12:58:26 -07:00
setup.ts fix: exclude __words__ keyword index from corruption detection and getStats() 2026-01-27 15:38:21 -08:00
unified.ts chore: enforce consistent coding style and semicolon removal 2025-09-29 09:50:59 -07:00
worker.ts 🧠 Brainy 2.0.0 - Zero-Configuration AI Database with Triple Intelligence™ 2025-08-26 12:32:21 -07:00