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RAGLight
Python

RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

by Bessouat40 · GitHub
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agentic-aiagentic-ragagentic-workflowMITPython
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Build AI systems that can understand and retrieve information from documents using a simple library.

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671670
2026-07-202026-08-31
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📄 About

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

RAGLight has 670 stars on GitHub. It has been forked 101 times. RAGLight is written mainly in Python. It has been in active development since 2024. RAGLight is available under the MIT license. Its main topics are agentic-ai, agentic-rag, agentic-workflow, artificial-intelligence.

Frequently asked questions

What is RAGLight?

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

Is RAGLight open source?

RAGLight is an open-source project. It is released under the MIT license.

Is RAGLight free?

Yes. RAGLight is free and open source — you can use, modify and self-host it.

What license does RAGLight use?

RAGLight is available under the MIT license.

What language is RAGLight written in?

RAGLight is written mainly in Python.

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