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@@ -4,6 +4,30 @@
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---
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+## v1.0.443 (2026-07-20)
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+
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+### 新功能
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+- AiGateway + 5% grayscale routing to LangGraph
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+- config, models, RAG, Java client, RecommendAgent
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+- scaffold Python sidecar project
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+
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+### 其他
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+- - application.yml: 新增 python.* 配置项
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+- - RecommendationController: 5% 流量走 Python,异常自动 fallback
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+-
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+- - models/: 请求/响应 Pydantic 模型
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+- - rag/: ChromaDB + Embedding + 混合检索 (BM25+向量)
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+- - tools/: JavaClient HTTP 封装 + product_tools (3 个 @tool)
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+- - graphs/recommend_graph.py: RecommendAgent (LLM + Tool Calling)
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+- - api/recommend.py: POST /api/v1/recommend 端点
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+- - main.py: 注册路由 + startup/shutdown 钩子
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+-
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+- - FastAPI app skeleton with /health endpoint
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+- - Dockerfile, .env.example, .gitignore
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+- - Fix root .gitignore *.py exclusion for cfc-langgraph/
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+-
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+
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+
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## v1.0.442 (2026-07-20)
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### 文档
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