Introducing Native Multimodal RAG for Audio and Video. Now in Ragie.
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Everything you need to build with Ragie

Ragie ❤️ open source. All tools are MIT-licensed and free to use, modify, and fork — covering everything from importing data to deploying context-aware agents.

MCP

Model Context Protocol

Ragie is agent-ready with a production MCP server that lets AI agents retrieve from your knowledge base using a single tool.

IMporter

Ragie CLI

Import files, run pipelines, and manage your workspace from the command line—fast and flexible.

Playground

Promptie

Test prompts with real data and preview responses—ideal for iterating on RAG outputs quickly.

Reference app

Base Chat

A multi-tenant chatbot reference app that connects to Ragie for querying organizational knowledge through a conversational interface.

Framework

LangChain (Python)

Connect Ragie’s pipeline to Python-based LangChain flows with minimal config.

SDK

Python SDK

Use Ragie programmatically to integrate RAG pipelines and context delivery into your Python app.

SDK

Typescript SDK

Embed Ragie’s functionality in your TypeScript stack with full type support and documentation.

Start building today

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