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
运维文档
文档定位： 系统运维、监控、故障排查
适用范围： 运维团队、SRE团队
📋 运维文档清单
| 文档 | 说明 | 状态 |
|---|---|---|
| 01-环境配置指南.md | 环境变量、数据库连接、API密钥配置 | ✅ 已完成 |
| 02-环境变量配置模板.md | .env配置模板，含CloseAI配置 ⭐ | ✅ 已完成 |
| 03-监控告警.md | 监控指标、告警规则 | ⏳ 待创建 |
| 04-故障排查.md | 常见问题排查手册 | ⏳ 待创建 |
| 05-备份恢复.md | 数据备份和恢复策略 | ⏳ 待创建 |
🎯 核心运维任务
1. 监控
- 系统健康检查
- 性能监控
- 告警通知
2. 日志
- 日志收集
- 日志分析
- 日志归档
3. 备份
- 数据库备份
- 文件备份
- 恢复演练
4. 故障处理
- 故障诊断
- 应急预案
- 事后总结
最后更新： 2025-11-06
维护人： 技术架构师