Your Name
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09256be62c
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fix(rag): use bge embeddings on GCP Ollama lane
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2026-05-06 05:49:37 +08:00 |
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Your Name
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c4854bb355
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fix(ai): isolate heavy Ollama workloads from GCP alert lane
CD Pipeline / tests (push) Successful in 54s
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2026-05-05 23:06:07 +08:00 |
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OG T
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5c2db65ea1
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refactor(rag): C1 修正 — 新增 rag_chunk_repository，Service 不再直接存 DB
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- 新增 src/repositories/rag_chunk_repository.py
search_chunks / insert_chunk / delete_by_source_id / get_stats
- KnowledgeRAGService 移除所有 get_db_context 直接呼叫
改委派 rag_repo.search_chunks / insert_chunk / delete_by_source_id / get_stats
- 移除 unused Any import
leWOOOgo 合規評分: 62 → 95/100
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-04-10 10:43:53 +08:00 |
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OG T
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cc8cabebf9
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refactor(rag): 架構審查修正 — leWOOOgo 合規 + 去重 + httpx 關機
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- C2: _run_index() 業務邏輯移入 KnowledgeRAGService.index_all_sources()
Router 層只做 background_tasks.add_task(_run_index) 轉發
- C3: glob("*.md") → rglob("*.md") — 掃描巢狀子目錄
- C4: docstring 修正 Ollama 188 → 111
- I2: index_document() 先刪舊版本 (_delete_by_source_id) 避免重複累積
- I3: debug endpoint 改用 settings.OLLAMA_URL 取代硬碼 IP
- I4: main.py shutdown 加入 get_knowledge_rag_service().close()
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-04-10 10:39:14 +08:00 |
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OG T
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974f84511b
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fix(rag): embed 改用 settings.OLLAMA_URL — K3s NetworkPolicy 擋住直連 188:11434
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nomic-embed-text 在 111 也有，改走 OLLAMA_URL (111) 避開 NetworkPolicy
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-04-10 10:14:33 +08:00 |
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OG T
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e605b7192b
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feat(rag): Phase 33 RAG API 端點 — /knowledge/rag/index + query + stats
CD Pipeline / build-and-deploy (push) Successful in 14m35s
ADR-067 Phase 33: pgvector RAG 三個 HTTP 端點
- POST /knowledge/rag/index — 索引文件到 rag_chunks
- GET /knowledge/rag/query — embed→knn→生成答案
- GET /knowledge/rag/stats — chunks 統計 (透過 Service 層)
- 修正: rag_stats 移至 KnowledgeRAGService.get_stats() (leWOOOgo 積木化)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-04-10 02:00:59 +08:00 |
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OG T
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63e840ae42
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feat(ollama): Phase 31-34 ADR-067 — Log摘要/PR審查/RAG知識庫/圖片分析
CD Pipeline / build-and-deploy (push) Has started running
Phase 31: log_summary_service.py — deepseek-r1:14b K8s Pod日誌異常摘要
- 觸發: signoz_webhook 告警時背景呼叫
- Redis快取 log_summary:{pod}:{date} TTL 24h
- 敏感資料regex遮蔽
Phase 32: local_code_review_service.py — qwen2.5-coder:7b PR自動審查
- Fallback: Gemini (diff > 50KB 或 Ollama超時)
- semaphore 最多2個同時審查
- 雙寫: Redis TTL 7d + pr_reviews表 (phase29 migration)
Phase 33: knowledge_rag_service.py — nomic-embed-text 768維 pgvector RAG
- 向量化(188) + 生成(111) 雙Ollama
- rag_chunks表 (phase28 migration)
- 初期線性搜尋，>100筆啟用ivfflat索引
Phase 34: image_analysis_service.py — llava:latest Telegram圖片分析
- download_and_analyze: Bot API getFile → 下載 → llava → 回應
- Rate limit: 每chat_id每分鐘3次 (Redis sliding window)
- telegram.py webhook新增photo分支
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-04-10 01:50:22 +08:00 |
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