feat(api): Phase 15.1 Langfuse LLMOps 整合 + 模型升級
## 新功能 - Langfuse 自建部署 (192.168.0.110:3100) - langfuse_client.py - LLM 呼叫追蹤包裝 - OpenClaw 整合 Langfuse trace ## 模型升級 (統帥批准) - 生產預設: llama3.2:3b → qwen2.5:7b-instruct - 摘要任務: llama3.2:3b (速度優先) ## 配置更新 - requirements.txt: +langfuse>=2.0.0 - config.py: +LANGFUSE_* 設定 - models.json: 更新 Ollama 模型配置 - K8s: Secret + ConfigMap 更新 ## 審查通過 - 模組化檢查 ✅ - 核心測試 31/31 ✅ Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -157,6 +157,28 @@ class Settings(BaseSettings):
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description="Trace sampling rate (1.0 = 100%)",
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)
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# ==========================================================================
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# Langfuse LLMOps (Phase 15.1)
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# LLM 呼叫追蹤、成本監控、Prompt 版本管理
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# 端點: http://192.168.0.110:3100 (DevOps 金庫)
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# ==========================================================================
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LANGFUSE_ENABLED: bool = Field(
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default=True,
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description="Enable Langfuse LLM observability",
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)
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LANGFUSE_URL: str = Field(
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default="http://192.168.0.110:3100",
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description="Langfuse self-hosted URL",
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)
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LANGFUSE_PUBLIC_KEY: str = Field(
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default="",
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description="Langfuse public key (from K8s Secret)",
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)
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LANGFUSE_SECRET_KEY: str = Field(
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default="",
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description="Langfuse secret key (from K8s Secret)",
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)
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# ==========================================================================
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# AI Fallback Strategy (ADR-006)
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# Order: Ollama (local) -> Gemini (cloud) -> Claude (cloud)
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@@ -224,8 +246,8 @@ class Settings(BaseSettings):
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description="OpenClaw AI Agent service URL",
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)
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OPENCLAW_DEFAULT_MODEL: str = Field(
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default="llama3.2:3b",
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description="Default Ollama model for RCA analysis",
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default="qwen2.5:7b-instruct",
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description="Default Ollama model for RCA analysis (7B params, better Chinese)",
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)
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OPENCLAW_TIMEOUT: int = Field(
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default=90,
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