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8 Commits

Author SHA1 Message Date
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8699fe0c7f fix(api): align kb extractor ollama model
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2026-05-31 18:07:03 +08:00
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45cd55b2da fix(api): enforce global ollama endpoint order
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2026-05-19 12:32:19 +08:00
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c4854bb355 fix(ai): isolate heavy Ollama workloads from GCP alert lane
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2026-05-05 23:06:07 +08:00
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b1ef05fa8c feat(ollama): ADR-110 GCP 三層容災架構（GCP-A → GCP-B → Local → Gemini）
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## 變更摘要
- Primary: http://34.143.170.20:11434 (GCP-A SSD, 9x 載速 + 2x 推理)
- Secondary: http://34.21.145.224:11434 (GCP-B SSD)
- Fallback: http://192.168.0.111:11434 (M1 Pro Local HDD，最後防線)
- 廢止 ADR-105「111 唯一鐵律」，新建 ADR-110

## 核心改動
- config.py: 新增 OLLAMA_SECONDARY_URL；validator 加 GCP IP 白名單（34.143.170.20, 34.21.145.224）
- ollama_failover_manager.py: 三層 Ollama 決策矩陣；並行健康檢查三台；health_111 → health_gcp_a
- ollama_health_monitor.py: host label 萃取改為通用版（支援 GCP 公網 IP）
- failover_alerter.py: 故障/恢復主機動態顯示，不再硬編碼「Ollama 111 (GPU)」
- ollama_auto_recovery.py: notify_recovery 改為 ollama_gcp_a；recovered_host 動態
- k8s/awoooi-prod: configmap + deployment + network-policy 同步更新（egress 加 GCP /32）
- 服務層: 10 個服務檔案硬編碼 192.168.0.111 改為讀 settings.OLLAMA_URL
- 測試: URL 常數更新，新增三層容災場景，GCP IP 白名單驗證測試

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 22:49:23 +08:00
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7f4088bcd0 fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4） 
【P0.1】knowledge_extractor_service.py:210 — AttributeError 修復
- Signal.description 欄位不存在（100% 失敗，KM 每天+5 根因）
- 改用 alert_name + annotations.summary 拼接文字

【P0.2+P0.3】Gate 9+11 唯讀指令鬆綁
- blast_radius_calculator: kubectl get/top/describe/logs/version → score=1（非 50）
- operation_parser: 增加 INVESTIGATE 類型識別（唯讀 kubectl 不回 None）
- executor.py: OperationType 新增 INVESTIGATE enum
- approval_execution.py: INVESTIGATE 路徑直接呼叫 execute_kubectl_command

【P0.4】MCP SSH/K8s Provider 修復
- decision_manager: params= → parameters=（符合 MCPToolProvider.execute 簽名）
- decision_manager: MCPToolResult .get() → .success/.output（dataclass 用法）
- decision_manager + ssh_provider: 補入 hosts 120/121（原 default 缺失）
- auto_approve: phase2_agent_debate source bypass confidence 閾值

【P0.5】告警規則語義矛盾修復
- alert_rules.yaml: 8 條 kubectl 查詢規則 RESTART_DEPLOYMENT → NO_ACTION
  (CrashLoopBackOff/PostgreSQL 連線/慢查詢/MinIO 磁碟/K3s 節點/告警鏈路/SSL/CoreDNS 等)
- incident_service.py: cAdvisor/CoreDNS 從 general 拆出獨立分類

【P0.6】proactive_inspector 動態基線 PromQL 全修
- 5 個 MONITORED_METRICS PromQL 全部修正（cadvisor label/datname/blackbox）
- db_connection_pool: datname="awoooi" → "awoooi_prod"
- http_error_rate: 無效 http_requests_total → blackbox probe_success
- cpu/memory: namespace label → name=~"k8s_api_awoooi-api.*"

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-24 15:32:23 +08:00
OG T
8582439d2d fix(kb): Signal 無 description 欄位，改用 alert_name + annotations 
knowledge_extractor_service 兩處直接訪問 s.description：
- L87 signals_text 組裝：改用 alert_name + annotations.summary/description
- L198 Fallback 標題：改用 alert_name[:60]

Signal model 只有 alert_name, annotations(dict)，無 description 屬性。
此修復防止 KB 萃取時 AttributeError 導致草稿無法建立。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-16 08:54:11 +08:00
OG T
27ba97e586 fix(ollama): 清除所有硬寫 188:11434 fallback — 全部改指向 111 GPU
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- decision_manager.py: 兩處 getattr fallback 188 → 111
- routes/agent.py: OLLAMA_BASE_URL 188 → 111
- knowledge_extractor_service.py: _OLLAMA_BASE 188 → 111

config.py 預設早已是 111，此次清掉 code 層殘留的 188 硬寫值。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-16 03:01:31 +08:00
OG T
c1834a7156 feat(kb+apm): KB Phase 2-A 自動萃取 + KB-D Markdown 詳情面板 + APM 趨勢圖
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- KB-A: 新增 knowledge_extractor_service.py (Ollama llama3.2:3b 本地推理)
- KB-A: incident_service.py resolve hook (fire-and-forget asyncio.create_task)
- KB-D: 引入 react-markdown + remark-gfm，知識庫詳情面板 Markdown 渲染
- KB-D: 批准/封存按鈕串接 API (POST /knowledge/{id}/approve, PATCH status)
- KB-D: i18n 新增 approving/archiving 載入狀態文字
- APM: apm/page.tsx 整合 TimeSeriesChart sparkline (使用 trend[] 欄位)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 14:40:27 +08:00