RAGDB

关于

RAGDB is a RAG (Retrieval-Augmented Generation) system designed to work with MCP (Minecraft Protocol) compatible chats. It allows users to store and search Markdown documents by converting them into vector embeddings. This enables natural language queries to quickly retrieve relevant information. It supports LibSQL for local file-based operation, Qdrant for cloud-based large-scale data, and PostgreSQL for large-scale data (under testing). It integrates seamlessly with MCP chats, allowing document management directly from within the chat environment.

主要功能

• Stores Markdown files as vector embeddings for efficient RAG
• Supports natural language search queries
• Compatible with LibSQL, Qdrant, and PostgreSQL databases
• Integrates with MCP-compatible chat environments
• Allows document management directly from chat
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使用案例

• Quickly find relevant information within a large collection of Markdown documents using natural language queries.
• Create a searchable knowledge base accessible via chat commands.
• Manage and search documentation within an MCP-compatible chat environment.