RAG Vault

Example Use Cases

• 1

  Fast, private semantic and exact search over local documents without sending data to the cloud.

• 2

  Ingest and query various document formats including PDFs, Markdown, Word, JSON, and HTML.

• 3

  A simple, no-Docker, no-Python MCP server with optional web UI and REST API for document management.

Description

RAG Vault enables AI coding assistants to index and search private documents such as API specs, research papers, and internal docs locally on your machine, ensuring privacy by default. It supports hybrid search combining semantic and exact keyword matching, requires minimal setup with a single npx command, and includes a web interface and REST API for document management. The server supports multiple document formats, security features like API authentication and rate limiting, and can run in both local stdio and remote HTTP modes.