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
102 lines
1.1 KiB
Bash
102 lines
1.1 KiB
Bash
#!/bin/bash
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# Linux/Mac脚本 - 运行缺失值处理功能测试
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echo "========================================"
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echo "缺失值处理功能 - 自动化测试"
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echo "========================================"
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echo
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# 检查Python是否安装
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if ! command -v python3 &> /dev/null; then
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echo "[错误] Python未安装"
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exit 1
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fi
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echo "[1/3] 检查Python服务状态..."
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if ! curl -s http://localhost:8001/health > /dev/null 2>&1; then
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echo "[警告] Python服务未运行，请先启动服务："
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echo " cd extraction_service"
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echo " python main.py"
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echo
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exit 1
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fi
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echo "[OK] Python服务运行正常"
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echo
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echo "[2/3] 检查依赖..."
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python3 -c "import pandas, numpy, requests" 2> /dev/null
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if [ $? -ne 0 ]; then
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echo "[警告] 缺少依赖，正在安装..."
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pip3 install pandas numpy requests
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fi
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echo "[OK] 依赖检查完成"
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echo
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echo "[3/3] 运行测试..."
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echo
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python3 test_fillna_operations.py
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echo
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echo "========================================"
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echo "测试完成"
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echo "========================================"
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