8f09ed1ef6
Add pgvector embeddings on cards, server-side cohere/embed-v4.0 via AI Gateway, kNN identify route, and L0→L1→L2 client orchestration with empty-index fast escalate and id-cursor backfill job. Co-authored-by: Cursor <cursoragent@cursor.com>
27 lines
778 B
Markdown
27 lines
778 B
Markdown
---
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convoy: scan-visual-catalog-search
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brief_number: 3
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depends_on: [1]
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recommended_model: composer-2.5-fast
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model_tier: fast
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files:
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- lib/card-visual-match.js
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- pages/api/scan/identify-by-image.js
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- lib/scanner-card-identify.js
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- lib/use-scanner-identification.js
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- test/lib/card-visual-match.test.js
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---
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# Brief 3: Layer-0 identify route + client orchestration
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## Goal
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kNN visual match before L1/L2; log `scan_attempts.layer = 0`.
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## Acceptance criteria
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- [ ] `POST /api/scan/identify-by-image` — auth + `checkScanRateLimit` + embed + kNN
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- [ ] `identifyTrackedCardCapture` order: L0 → L1 → L2
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- [ ] Gallery path runs L0 → L1 → L2
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- [ ] Skip auto Gemini refine when disambiguation from L0 (same as L1)
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- [ ] Thresholds: match 0.82, disambiguation 0.58
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