HaHafeng
40c2f8e148
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
61 lines
960 B
PowerShell
61 lines
960 B
PowerShell
#!/usr/bin/env pwsh
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# REDCap Docker环境停止脚本
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# 版本：v1.0
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# 日期：2026-01-01
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Write-Host "⏹️ 停止REDCap Docker环境..." -ForegroundColor Yellow
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Write-Host ""
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# 切换到项目目录
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$ScriptDir = Split-Path -Parent $PSCommandPath
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$ProjectDir = Split-Path -Parent $ScriptDir
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Set-Location $ProjectDir
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# 停止容器（保留数据）
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docker-compose stop
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if ($LASTEXITCODE -eq 0) {
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Write-Host ""
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Write-Host "✅ REDCap环境已停止！" -ForegroundColor Green
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Write-Host ""
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Write-Host "💡 提示：" -ForegroundColor Cyan
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Write-Host " • 数据已保留在Docker卷中" -ForegroundColor Gray
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Write-Host " • 重新启动：.\scripts\start-redcap.ps1" -ForegroundColor Gray
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Write-Host " • 完全清理（删除数据）：.\scripts\clean-redcap.ps1" -ForegroundColor Gray
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Write-Host ""
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} else {
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Write-Host "❌ 停止失败！" -ForegroundColor Red
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exit 1
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}
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