feat(search): pgvector substrate — vector(384) + HNSW for semantic search
Move semantic_search_notes off the full-table Python cosine scan onto a native pgvector column: indexed ORDER BY embedding <=> :q LIMIT k (HNSW, cosine). Migration 0067 enables the extension, converts the JSONB embedding column to vector(384) (stale-dim rows dropped and regenerated by the startup backfill), and builds the HNSW cosine index. Postgres image moves postgres:16-alpine -> pgvector/pgvector:pg17 across prod, quickstart, and CI. Scribe: project 2, milestone 93, task 1031. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Xz4j1H7pjYSjKsEpgcNH5E
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@@ -165,7 +165,9 @@ jobs:
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SECRET_KEY: ci_integration_placeholder
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services:
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postgres:
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image: postgres:16-alpine
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# pgvector image so `alembic upgrade head` can run migration 0067
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# (CREATE EXTENSION vector). PG17 — matches the prod/quickstart image.
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image: pgvector/pgvector:pg17
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env:
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POSTGRES_USER: scribe
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POSTGRES_PASSWORD: ci_integration
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@@ -189,7 +191,7 @@ jobs:
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set -eux
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echo "=== container landscape (diagnostic for the name filter) ==="
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docker ps -a --format '{{.ID}} {{.Image}} -> {{.Names}}'
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PG=$(docker ps --filter "name=integration" --filter "ancestor=postgres:16-alpine" -q | head -n1)
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PG=$(docker ps --filter "name=integration" --filter "ancestor=pgvector/pgvector:pg17" -q | head -n1)
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test -n "$PG"
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PG_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$PG")
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test -n "$PG_IP"
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