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AIclinicalresearch/run_recovery.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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# DC模块代码恢复脚本运行器
Write-Host "==================================================================================" -ForegroundColor Cyan
Write-Host "DC模块代码恢复工具" -ForegroundColor Cyan
Write-Host "==================================================================================" -ForegroundColor Cyan
# 检查Python是否安装
try {
$pythonVersion = python --version 2>&1
Write-Host "✅ Python版本: $pythonVersion" -ForegroundColor Green
} catch {
Write-Host "❌ 错误: Python未安装或不在PATH中" -ForegroundColor Red
exit 1
}
# 运行恢复脚本
Write-Host "`n📦 开始运行恢复脚本..." -ForegroundColor Yellow
$output = python recover_dc_code.py 2>&1 | Out-String
Write-Host $output
# 保存输出到文件
$output | Out-File "recovery_output.log" -Encoding UTF8
Write-Host "`n💾 输出已保存到: recovery_output.log" -ForegroundColor Green
# 检查恢复结果
if (Test-Path "recovered_dc_code") {
Write-Host "`n✅ 恢复目录已创建!" -ForegroundColor Green
Write-Host "📁 恢复的文件:" -ForegroundColor Cyan
Get-ChildItem "recovered_dc_code" | Format-Table Name, Length, LastWriteTime
} else {
Write-Host "`n⚠️ 未创建恢复目录可能未找到DC代码" -ForegroundColor Yellow
}
Write-Host "`n==================================================================================" -ForegroundColor Cyan
Write-Host "完成!请查看 recovered_dc_code 目录" -ForegroundColor Cyan
Write-Host "==================================================================================" -ForegroundColor Cyan