Site Rag

What is Site Rag?

Site Rag is an open-source tool that simplifies the process of implementing Retrieval Augmented Generation (RAG) for website content. It automates the extraction of text from web pages, creates embeddings, and allows users to query the extracted information using natural language. This tool is designed to make RAG more accessible and easier to implement for developers working with web content

Key features

• Automated web scraping and text extraction
• Embedding generation for extracted content
• Natural language querying of website information
• Integration with popular language models
• Customizable scraping and embedding options
• Easy-to-use command-line interface

Use cases

• Content summarization for websites
• Question-answering systems based on web content
• Information retrieval from multiple web sources
• Automated research and data gathering
• Creating chatbots with website-specific knowledge