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AIclinicalresearch/backend/rebuild-and-push.ps1
HaHafeng dfc472810b 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

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# Node.js后端 - 重新构建并推送镜像到ACR
# 创建时间: 2025-12-24
# 原因: 修复缺少config目录的问题
Write-Host "============================================" -ForegroundColor Cyan
Write-Host "🚀 Node.js后端 - 重新构建镜像" -ForegroundColor Cyan
Write-Host "============================================" -ForegroundColor Cyan
Write-Host ""
# 1. 确认当前目录
$currentDir = Get-Location
Write-Host "📁 当前目录: $currentDir" -ForegroundColor Yellow
if ($currentDir.Path -notlike "*\backend") {
Write-Host "❌ 错误: 请在 backend 目录下运行此脚本!" -ForegroundColor Red
exit 1
}
# 2. 检查必需文件
Write-Host ""
Write-Host "🔍 检查必需文件..." -ForegroundColor Yellow
$requiredFiles = @("Dockerfile", "dist", "config", "package.json", "prisma")
foreach ($file in $requiredFiles) {
if (Test-Path $file) {
Write-Host "$file" -ForegroundColor Green
} else {
Write-Host "$file 不存在!" -ForegroundColor Red
exit 1
}
}
# 3. 登录ACR
Write-Host ""
Write-Host "🔐 登录阿里云容器镜像服务 (ACR)..." -ForegroundColor Yellow
docker login `
--username=gofeng117@163.com `
--password=fengzhibo117 `
crpi-cd5ij4pjt65mweeo.cn-beijing.personal.cr.aliyuncs.com
if ($LASTEXITCODE -ne 0) {
Write-Host "❌ ACR登录失败" -ForegroundColor Red
exit 1
}
Write-Host "✅ ACR登录成功" -ForegroundColor Green
# 4. 构建镜像
Write-Host ""
Write-Host "🏗️ 开始构建Docker镜像..." -ForegroundColor Yellow
Write-Host " 镜像名称: backend-service:v1.1" -ForegroundColor Cyan
Write-Host " 修复内容: 添加config目录agents.yaml等配置文件" -ForegroundColor Cyan
Write-Host ""
$imageName = "crpi-cd5ij4pjt65mweeo.cn-beijing.personal.cr.aliyuncs.com/ai-clinical/backend-service"
$imageTag = "v1.1"
docker build -t "${imageName}:${imageTag}" .
if ($LASTEXITCODE -ne 0) {
Write-Host "❌ 镜像构建失败!" -ForegroundColor Red
exit 1
}
Write-Host "✅ 镜像构建成功: ${imageName}:${imageTag}" -ForegroundColor Green
# 5. 推送镜像到ACR
Write-Host ""
Write-Host "📤 推送镜像到ACR..." -ForegroundColor Yellow
docker push "${imageName}:${imageTag}"
if ($LASTEXITCODE -ne 0) {
Write-Host "❌ 镜像推送失败!" -ForegroundColor Red
exit 1
}
Write-Host "✅ 镜像推送成功" -ForegroundColor Green
# 6. 同时打上latest标签可选
Write-Host ""
Write-Host "🏷️ 打上latest标签..." -ForegroundColor Yellow
docker tag "${imageName}:${imageTag}" "${imageName}:latest"
docker push "${imageName}:latest"
Write-Host "✅ latest标签已推送" -ForegroundColor Green
# 7. 完成
Write-Host ""
Write-Host "============================================" -ForegroundColor Cyan
Write-Host "🎉 镜像构建和推送完成!" -ForegroundColor Green
Write-Host "============================================" -ForegroundColor Cyan
Write-Host ""
Write-Host "📋 镜像信息:" -ForegroundColor Yellow
Write-Host " 公网地址: ${imageName}:${imageTag}" -ForegroundColor Cyan
Write-Host " VPC地址: crpi-cd5ij4pjt65mweeo-vpc.cn-beijing.personal.cr.aliyuncs.com/ai-clinical/backend-service:${imageTag}" -ForegroundColor Cyan
Write-Host ""
Write-Host "📝 下一步操作:" -ForegroundColor Yellow
Write-Host " 1. 登录SAE控制台: https://sae.console.aliyun.com/" -ForegroundColor White
Write-Host " 2. 找到应用: nodejs-backend-test" -ForegroundColor White
Write-Host " 3. 配置管理 → 部署配置 → 镜像设置" -ForegroundColor White
Write-Host " 4. 修改镜像版本为: v1.1" -ForegroundColor White
Write-Host " 5. 保存并重新部署" -ForegroundColor White
Write-Host ""