Bessouat40

Bessouat40/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.

1 good first / help-wanted issue · Python · last activity Sep 15, 2026

673 stars 102 forks 673 watchers Python MIT License
agentic-ai agentic-rag agentic-workflow artificial-intelligence data-science framework huggingface lmstudio mcp mcp-tools mistral-api mistralai ollama openai openai-api rag retrieval-augmented retrieval-augmented-generation vector-database
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1 Open Issue Need Help Last updated: Sep 15, 2026

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Improve unittests about 2 months ago
good first issue Improvements Tests
Bessouat40/RAGLight
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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.

Python
#agentic-ai#agentic-rag#agentic-workflow#artificial-intelligence#data-science#framework#huggingface#lmstudio#mcp#mcp-tools#mistral-api#mistralai#ollama#openai#openai-api#rag#retrieval-augmented#retrieval-augmented-generation#vector-database