feat(retrieval): Wilson prior, exploration slot, embeddings + three-leg fusion#83

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emp3thy merged 20 commits into

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feat/retrieval-quality

Jul 23, 2026

Commits on Jul 23, 2026

docs: retrieval-quality design spec (scoring, embeddings, evidence ratings)

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claude
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docs: PR-A implementation plan (Wilson ranking, exploration, embeddings)

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docs: PR-A plan v2 — spike-verified integration points, SyncEmbedder, 48-session gate

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feat(scoring): Wilson lower bound ranking prior

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feat(ranking): reflections ranked by Wilson prior, demotion stack deleted

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feat(ranking): semantic memories ranked by Wilson prior

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feat(ranking): reserved exploration slot per bucket for untested memories

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feat(db): semantic_embeddings vec0 table (migration 0014)

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feat(embeddings): SyncEmbedder — bridge facade with fresh-per-call embedder and 60s breaker

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feat(embeddings): reflections embedded at synthesis write time via SyncEmbedder

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feat(embeddings): semantic memories embedded on create/update via SyncEmbedder

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fix(embeddings): wire sync_embedder into UI writes; re-embed on reflection edit

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feat(retrieval): three-leg RRF fusion (prior + BM25 + vec) with lazy self-heal

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test(retrieval): document vec tie-break fragility, pin multi-row degrade order

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feat(cli): one-shot embedding backfill for reflections + semantics

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fix(cli): best-effort teardown in backfill_embeddings
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docs(website): ranking + embeddings prose matches PR-A behaviour

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docs: rank-prose sweep — five spots still described popularity ranking

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test(e2e): junction test spawns via harness _spawn per env-isolation contract

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fix(embeddings): share one SyncEmbedder (and its breaker) across server and backend

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feat(retrieval): Wilson prior, exploration slot, embeddings + three-leg fusion#83

feat(retrieval): Wilson prior, exploration slot, embeddings + three-leg fusion#83
emp3thy merged 20 commits into
mainfrom
feat/retrieval-quality

Commits on Jul 23, 2026

docs: retrieval-quality design spec (scoring, embeddings, evidence ratings)

docs: PR-A implementation plan (Wilson ranking, exploration, embeddings)

docs: PR-A plan v2 — spike-verified integration points, SyncEmbedder, 48-session gate

feat(scoring): Wilson lower bound ranking prior

feat(ranking): reflections ranked by Wilson prior, demotion stack deleted

feat(ranking): semantic memories ranked by Wilson prior

feat(ranking): reserved exploration slot per bucket for untested memories

feat(db): semantic_embeddings vec0 table (migration 0014)

feat(embeddings): SyncEmbedder — bridge facade with fresh-per-call embedder and 60s breaker

feat(embeddings): reflections embedded at synthesis write time via SyncEmbedder

feat(embeddings): semantic memories embedded on create/update via SyncEmbedder

fix(embeddings): wire sync_embedder into UI writes; re-embed on reflection edit

feat(retrieval): three-leg RRF fusion (prior + BM25 + vec) with lazy self-heal

test(retrieval): document vec tie-break fragility, pin multi-row degrade order

feat(cli): one-shot embedding backfill for reflections + semantics

fix(cli): best-effort teardown in backfill_embeddings

docs(website): ranking + embeddings prose matches PR-A behaviour

docs: rank-prose sweep — five spots still described popularity ranking

test(e2e): junction test spawns via harness _spawn per env-isolation contract

fix(embeddings): share one SyncEmbedder (and its breaker) across server and backend