HaHafeng
dfc472810b
Completed features: - Created Dify dataset (Dify_test0102) with 2 processed documents - Linked test0102 project with Dify dataset ID - Extended intent detection to recognize query_protocol intent - Implemented queryDifyKnowledge method (semantic search Top 5) - Integrated hybrid retrieval (REDCap data + Dify documents) - Fixed AI hallucination bugs (intent detection + API field path) - Developed debugging scripts - Completed end-to-end testing (5 scenarios passed) - Generated comprehensive documentation (600+ lines) - Updated development plans and module status Technical highlights: - Single project single knowledge base architecture - Smart routing based on user intent - Prevent AI hallucination by injecting real data/documents - Session memory for multi-turn conversations - Reused LLMFactory for DeepSeek-V3 integration Bug fixes: - Fixed intent detection missing keywords - Fixed Dify API response field path error Testing: All scenarios verified in WeChat production environment Status: Fully tested and deployed
51 lines
369 B
Python
51 lines
369 B
Python
"""
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数据操作函数模块
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提供预写的、经过测试的数据处理函数，供功能按钮调用。
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模块列表：
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- filter: 高级筛选
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- recode: 数值映射（重编码）
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- binning: 生成分类变量（分箱）
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- conditional: 条件生成列
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- missing: 缺失值处理
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- duplicate: 去重
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"""
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__version__ = '1.0.0'
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