feat(iit-manager): Integrate Dify knowledge base for hybrid retrieval

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
2026-01-04 15:44:11 +08:00
parent b47079b387
commit dfc472810b
162 changed files with 3093 additions and 62 deletions
--- a/docs/05-部署文档/02-SAE部署完全指南(产品经理版).md
+++ b/docs/05-部署文档/02-SAE部署完全指南(产品经理版).md
@@ -875,5 +875,6 @@ ACR镜像仓库：



+


--- a/docs/05-部署文档/07-前端Nginx-SAE部署操作手册.md
+++ b/docs/05-部署文档/07-前端Nginx-SAE部署操作手册.md
@@ -1364,3 +1364,4 @@ SAE应用配置:



+
--- a/docs/05-部署文档/08-PostgreSQL数据库部署操作手册.md
+++ b/docs/05-部署文档/08-PostgreSQL数据库部署操作手册.md
@@ -1180,3 +1180,4 @@ docker exec -e PGPASSWORD="密码" ai-clinical-postgres psql -h RDS地址 -U air



+
--- a/docs/05-部署文档/10-Node.js后端-Docker镜像构建手册.md
+++ b/docs/05-部署文档/10-Node.js后端-Docker镜像构建手册.md
@@ -591,3 +591,4 @@ scripts/*.ts



+
--- a/docs/05-部署文档/11-Node.js后端-SAE部署配置清单.md
+++ b/docs/05-部署文档/11-Node.js后端-SAE部署配置清单.md
@@ -279,3 +279,4 @@ Node.js后端部署成功后：



+
--- a/docs/05-部署文档/12-Node.js后端-SAE部署操作手册.md
+++ b/docs/05-部署文档/12-Node.js后端-SAE部署操作手册.md
@@ -502,3 +502,4 @@ Node.js后端 (SAE)  ← http://172.17.173.88:3001



+
--- a/docs/05-部署文档/13-Node.js后端-镜像修复记录.md
+++ b/docs/05-部署文档/13-Node.js后端-镜像修复记录.md
@@ -217,3 +217,4 @@ curl http://localhost:3001/health



+
--- a/docs/05-部署文档/14-Node.js后端-pino-pretty问题修复.md
+++ b/docs/05-部署文档/14-Node.js后端-pino-pretty问题修复.md
@@ -255,3 +255,4 @@ npm run dev



+
--- a/docs/05-部署文档/16-前端Nginx-部署成功总结.md
+++ b/docs/05-部署文档/16-前端Nginx-部署成功总结.md
@@ -479,3 +479,4 @@ pgm-2zex1m2y3r23hdn5.pg.rds.aliyuncs.com:5432



+
--- a/docs/05-部署文档/17-完整部署实战手册-2025版.md
+++ b/docs/05-部署文档/17-完整部署实战手册-2025版.md
@@ -1807,3 +1807,4 @@ curl http://8.140.53.236/



+
--- a/docs/05-部署文档/18-部署文档使用指南.md
+++ b/docs/05-部署文档/18-部署文档使用指南.md
@@ -355,3 +355,4 @@ crpi-cd5ij4pjt65mweeo.cn-beijing.personal.cr.aliyuncs.com/ai-clinical/backend-se



+
--- a/docs/05-部署文档/19-日常更新快速操作手册.md
+++ b/docs/05-部署文档/19-日常更新快速操作手册.md
@@ -677,3 +677,4 @@ docker login --username=gofeng117@163.com \



+
--- a/docs/05-部署文档/文档修正报告-20251214.md
+++ b/docs/05-部署文档/文档修正报告-20251214.md
@@ -486,5 +486,6 @@ NAT网关成本¥100/月，对初创团队是一笔开销



+
				`@@ -1180,3 +1180,4 @@ docker exec -e PGPASSWORD="密码" ai-clinical-postgres psql -h RDS地址 -U air`
				`@@ -502,3 +502,4 @@ Node.js后端 (SAE) ← http://172.17.173.88:3001`
				`@@ -479,3 +479,4 @@ pgm-2zex1m2y3r23hdn5.pg.rds.aliyuncs.com:5432`
				`@@ -355,3 +355,4 @@ crpi-cd5ij4pjt65mweeo.cn-beijing.personal.cr.aliyuncs.com/ai-clinical/backend-se`
				`@@ -677,3 +677,4 @@ docker login --username=gofeng117@163.com \`
				`@@ -486,5 +486,6 @@ NAT网关成本¥100/月，对初创团队是一笔开销`