Crawl4AI+SearXNG

关于

This Docker-based solution offers AI agents and coding assistants powerful web intelligence capabilities. Unlike traditional scraping methods that can overwhelm LLM context windows with raw content, it leverages intelligent Retrieval Augmented Generation (RAG) to extract only semantically relevant information. By integrating Crawl4AI for advanced crawling, SearXNG for private search, and Supabase for vector storage, it ensures precise, targeted knowledge delivery, preventing context overflow and enhancing AI responses with highly pertinent data.

主要功能

• Intelligent RAG with semantic similarity search and flexible output options
• Integrated SearXNG for private, fast, and pre-configured web search
• Self-contained Docker-only deployment with zero configuration
• AI hallucination detection and code example extraction via Knowledge Graph integration
• 3 GitHub stars
• Advanced web crawling with smart URL detection, recursive crawling, and intelligent chunking

使用案例

• Automating research workflows, competitive analysis, and content discovery for AI applications
• Empowering AI agents with comprehensive web search, crawling, and RAG capabilities
• Enhancing AI coding assistants with targeted code examples and hallucination detection