pchunduri6/rag-demystified

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.

Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.

Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.