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AIclinicalresearch/redcap-docker-dev/scripts/start-redcap.ps1
HaHafeng 40c2f8e148 feat(rag): Complete RAG engine implementation with pgvector
Major Features:
- Created ekb_schema (13th schema) with 3 tables: KB/Document/Chunk
- Implemented EmbeddingService (text-embedding-v4, 1024-dim vectors)
- Implemented ChunkService (smart Markdown chunking)
- Implemented VectorSearchService (multi-query + hybrid search)
- Implemented RerankService (qwen3-rerank)
- Integrated DeepSeek V3 QueryRewriter for cross-language search
- Python service: Added pymupdf4llm for PDF-to-Markdown conversion
- PKB: Dual-mode adapter (pgvector/dify/hybrid)

Architecture:
- Brain-Hand Model: Business layer (DeepSeek) + Engine layer (pgvector)
- Cross-language support: Chinese query matches English documents
- Small Embedding (1024) + Strong Reranker strategy

Performance:
- End-to-end latency: 2.5s
- Cost per query: 0.0025 RMB
- Accuracy improvement: +20.5% (cross-language)

Tests:
- test-embedding-service.ts: Vector embedding verified
- test-rag-e2e.ts: Full pipeline tested
- test-rerank.ts: Rerank quality validated
- test-query-rewrite.ts: Cross-language search verified
- test-pdf-ingest.ts: Real PDF document tested (Dongen 2003.pdf)

Documentation:
- Added 05-RAG-Engine-User-Guide.md
- Added 02-Document-Processing-User-Guide.md
- Updated system status documentation

Status: Production ready
2026-01-21 20:24:29 +08:00

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#!/usr/bin/env pwsh
# REDCap Docker环境启动脚本
# 版本v1.0
# 日期2026-01-01
Write-Host "🚀 启动REDCap Docker环境..." -ForegroundColor Cyan
Write-Host ""
# 切换到项目目录
$ScriptDir = Split-Path -Parent $PSCommandPath
$ProjectDir = Split-Path -Parent $ScriptDir
Set-Location $ProjectDir
# 检查Docker是否运行
$dockerRunning = docker info 2>&1 | Select-String "Server Version"
if (-not $dockerRunning) {
Write-Host "❌ Docker未运行。请先启动Docker Desktop。" -ForegroundColor Red
exit 1
}
# 启动容器
docker-compose up -d
if ($LASTEXITCODE -eq 0) {
Write-Host ""
Write-Host "⏳ 等待服务就绪10秒..." -ForegroundColor Yellow
Start-Sleep -Seconds 10
Write-Host ""
Write-Host "✅ REDCap环境已启动" -ForegroundColor Green
Write-Host ""
Write-Host "📋 服务访问地址:" -ForegroundColor Cyan
Write-Host " • REDCap http://localhost:8080" -ForegroundColor White
Write-Host " • phpMyAdmin http://localhost:8081" -ForegroundColor White
Write-Host ""
Write-Host "📊 容器状态:" -ForegroundColor Cyan
docker-compose ps
Write-Host ""
} else {
Write-Host "❌ 启动失败!" -ForegroundColor Red
Write-Host "请检查日志:.\scripts\logs-redcap.ps1" -ForegroundColor Yellow
exit 1
}