Site Rag

Free

Open Source

Web AI Agents

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Streamlined RAG implementation for website content extraction and querying.

https://github.com/bracesproul/site-rag/

Published 2025/03/21

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Agent Details

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

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