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Author SHA1 Message Date
c9e2169415 feat(8.0): #35 part-3 — supply at-gen candidate vectors for the native exact-rerank
Completes brainy's #35 side. When the at-gen vector gate serves a filtered
semantic read, Brainy now ships the historically-correct candidate vectors so the
native provider reranks against them with zero per-vector FFI crossing — the
provider need not duplicate the per-generation retention Brainy already does.

- New `AtGenerationVectors { ids: BigInt64Array; vectors: Float32Array; dim }` on
  the VectorIndexProvider.search options bag (row-major: vectors[i*dim..] == ids[i];
  invariant vectors.length === ids.length*dim; ids = the candidate set; dim must
  match the index dim). The built-in JS index ignores it.
- buildAtGenerationVectors resolves each universe id's vector AS OF the generation
  (the record before-image, or live getNoun when untouched since the pin — not
  readNounRaw, whose canonical path is empty under lazy-vector eviction), interns
  the id via the shared mapper, and packs row-major. Absent/vectorless/wrong-dim
  ids are dropped (not vector-rankable). Bounded by the filtered universe.

Shape + the four clarifications (row-major, ids-are-the-candidate-set, dim-asserted,
filtered-path-only) confirmed with cor in the handoff #35 thread. Inert until cor's
native at-gen rerank advertises isGenerationVisible (honesty guard).

Tested: the mock versioned provider now asserts it receives atGenerationVectors with
the row-major invariant, correct dim, and ids resolving back to the at-gen universe.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-23 16:50:41 -07:00
1c363e8c4b feat(8.0): asOf at-gen vector defer — provider-served historical semantic search (#35)
A filtered semantic read at a historical generation (db.asOf(g).find({ query, where }))
no longer unconditionally rebuilds an ephemeral JS-HNSW over every at-g vector
(O(n@G), the OOM ceiling the 2026-06-24 scaling audit flagged). When the vector
index is a VersionedIndexProvider that advertises isGenerationVisible(g), Brainy:
  1. resolves the at-g metadata∩graph universe from the record-overlay path (no
     materialization — it's the metadata-only historical find),
  2. routes the vector leg to the provider with { allowedIds, generation }, and
  3. composes the at-g entities ranked by the provider's at-g vector distance.
Without a versioned provider (the JS index, or a native one that refuses the
generation) it falls through to the existing materialization — unchanged.

- Seam (A): VectorIndexProvider.search gains an optional `generation?: bigint`
  ("omitted = now"), the vector mirror of the graph provider's trailing-gen + the
  #46 allowedIds field. JsHnswVectorIndex accepts and ignores it (no per-gen
  segments → refuse/fall-back posture; Brainy never routes a historical read there).
- Gate: Db.find tries the native at-gen vector path before materialize(); host
  exposes canServeVectorAtGeneration + vectorSearchAtGeneration.
- generation is Brainy's u64 commit counter — the same value handed to the graph
  index on writes (graphWriteGeneration), so it maps 1:1 to the native side.

Decided lockstep with the cor team (handoff #35 thread: (A) + vector-only). The
gen-g candidate-vector supply for cor's exact-rerank (part-3) is a separate,
non-blocking seam still being confirmed; the honesty guard keeps this path inactive
(falls through to materialize) until cor's native at-gen rerank is live.

Tested: provider routing + at-gen universe correctness (excludes future-born,
applies the filter) + page window via a mock versioned provider; seam-ignore on the
JS index; 38 db-mvcc/db-temporal historical-read tests green (materialize fallback).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-23 15:52:09 -07:00