feat(cody): Stage 1 + Stage 2 pipeline + verify UI (ADR-0005 Phase A-E)#585
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ai-server raw_posts pipeline 에 cody 4-step 추가:
- Stage 1 (cody_describe): 일반 코디 사진 → mood / silhouette obj /
color_palette / details / items (category_path derive, *_confidence,
details) / ocr.{raw_text, normalized.{brands, products, prices}}
- Stage 2 (cody_formula): 텍스트-only Gemini → must_keep / replaceable /
core_combination
- search_document: Stage 1 prompt 안에서 생성 (별 LLM 호출 X)
- cody_embedding: gemini-embedding-2 (output_dim=768) → pgvector
DB:
- raw_posts.cody_analysis jsonb (Phase A-C)
- raw_posts.cody_embedding vector(768) + ivfflat index (Phase D)
api-server:
- RawPost DTO 에 cody_analysis 노출 (JsonValue passthrough)
- entity 에 cody_embedding column 추가 (DTO 미노출 — Stage 3 RPC 내부 only)
web admin:
- CodyAnalysisCard 신규 (mood/silhouette/details/items/OCR/style_formula/
search_document) — read-only debug 카드
- PipelineTimeline 에 cody_describe / cody_formula / cody_embedding label
pipeline_version v0.3.3. raf 의 e2e 검증으로 다국가 currency parsing
(KRW/JPY/USD), brand 정규화, silhouette 3-way 분리, embedding 768-dim
적재까지 확인.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Summary
raw_posts pipeline 에 cody Stage 1/2 + search_document + embedding 추가 (ADR-0005).
Pipeline (4 steps):
Schema (
raw_posts):cody_analysis jsonb— Phase A-C 모든 필드cody_embedding vector(768)+ ivfflat index — Phase DWeb admin:
CodyAnalysisCard신규 (mood/silhouette/details/items/OCR/style_formula/search_document)PipelineTimeline에 cody_* step label검증: raf 의 e2e 로 다국가 currency parsing, brand 정규화, silhouette 3-way 분리, embedding 768-dim 적재 확인. pipeline_version v0.3.3.
Test plan
ADR
decoded-docs/Architecture/adr/ADR-0005-cody-stage1-pipeline-extension.md🤖 Generated with Claude Code