Building RagRabbit, An Open Source RAG Search with Postgres as the Vector Store

RagRabbit is an open-source tool designed to simplify Retrieval-Augmented Generation (RAG) workflows by using Postgres with pgVector for handling vector embeddings. It can crawl websites, convert pages to Markdown, generate embeddings, and use MCP servers to integrate with development tools. RagRabbit supports secure user authentication and can be deployed effortlessly using Vercel.