Files
insightflow/backend/requirements.txt
OpenClaw Bot e4550b066e Phase 7 Task 6 & 8: 高级搜索与发现 + 性能优化与扩展
- 新增 search_manager.py 搜索管理模块
  - FullTextSearch: 全文搜索引擎 (FTS5)
  - SemanticSearch: 语义搜索引擎 (sentence-transformers)
  - EntityPathDiscovery: 实体关系路径发现 (BFS/DFS)
  - KnowledgeGapDetector: 知识缺口检测器

- 新增 performance_manager.py 性能管理模块
  - CacheManager: Redis 缓存层 (支持内存回退)
  - DatabaseSharding: 数据库分片管理
  - TaskQueue: 异步任务队列 (Celery + Redis)
  - PerformanceMonitor: 性能监控器

- 更新 schema.sql 添加新表
  - search_indexes, embeddings, fts_transcripts
  - cache_stats, task_queue, performance_metrics, shard_mappings

- 更新 main.py 添加 API 端点
  - 搜索: /search/fulltext, /search/semantic, /entities/{id}/paths
  - 性能: /cache/stats, /performance/metrics, /tasks, /health

- 更新 requirements.txt 添加依赖
  - sentence-transformers==2.5.1
  - redis==5.0.1
  - celery==5.3.6

- 创建测试脚本和文档
  - test_phase7_task6_8.py
  - docs/PHASE7_TASK6_8_SUMMARY.md

Phase 7 全部完成!
2026-02-24 18:15:35 +08:00

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# InsightFlow Backend Dependencies
# Web Framework
fastapi==0.109.0
uvicorn[standard]==0.27.0
python-multipart==0.0.6
# HTTP Client
httpx==0.26.0
# Document Processing
PyPDF2==3.0.1
python-docx==1.1.0
# Data Processing
numpy==1.26.3
# Aliyun SDK
aliyun-python-sdk-core==2.14.0
oss2==2.18.5
# Utilities
python-dotenv==1.0.0
# Export functionality
pandas==2.2.0
openpyxl==3.1.2
reportlab==4.0.9
cairosvg==2.7.1
# Neo4j Graph Database
neo4j==5.15.0
# API Documentation (Swagger/OpenAPI)
fastapi-offline-swagger==0.1.0
# Phase 7: Workflow Automation
apscheduler==3.10.4
# Phase 7: Multimodal Support
ffmpeg-python==0.2.0
pillow==10.2.0
opencv-python==4.9.0.80
pytesseract==0.3.10
# Phase 7 Task 7: Plugin & Integration
webdav4==0.9.8
urllib3==2.2.0
# Phase 7: Plugin & Integration
beautifulsoup4==4.12.3
webdavclient3==3.14.6
# Phase 7 Task 3: Security & Compliance
cryptography==42.0.0
# Phase 7 Task 6: Advanced Search & Discovery
sentence-transformers==2.5.1
# Phase 7 Task 8: Performance Optimization & Scaling
redis==5.0.1
celery==5.3.6