RAGLight

by Bessouat40 · MCP Server · ★ 666

About RAGLight

RAGLight RAGLight is a lightweight and modular Python library for implementing Retrieval-Augmented Generation (RAG). It enhances the capabilities of Large Language Models (LLMs) by combining document retrieval with natural language inference. Designed for simplicity and flexibility, RAGLight provides modular components to easily integrate various LLMs, embeddings, and vector stores, making it an ideal tool for building context-aware AI solutions.

agentic-aiagentic-ragagentic-workflowartificial-intelligencedata-scienceframeworkhuggingfacelmstudiomcpmcp-tools

Quick Facts

Stars666
Forks101
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score66.5899749662861/100
Open Issues13
Last Updated2026-06-25
Created2024-12-12
Platformsdocker, mcp, python
Est. Tokens~23k

Compatible Skills

These tools work well together with RAGLight for enhanced workflows:

  • CodeRAG — semantic(0.35)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • autollm — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • AI-Lawyer-RAG-with-Deepseek — semantic(0.37)+complementary+rare_topics+same_lang+shared_platform (61%)
  • BambooAI — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • langroid — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)

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Frequently Asked Questions

What is RAGLight?

RAGLight is 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 connec. It is categorized as a MCP Server with 666 GitHub stars.

What programming language is RAGLight written in?

RAGLight is primarily written in Python. It covers topics such as agentic-ai, agentic-rag, agentic-workflow.

How do I install or use RAGLight?

You can find installation instructions and usage details in the RAGLight GitHub repository at github.com/Bessouat40/RAGLight. The project has 666 stars and 101 forks, indicating an active community.

What license does RAGLight use?

RAGLight is released under the MIT license, making it free to use and modify according to the license terms.

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