Agentset
Open-source RAG with vector DB, embeddings, and API built-in. The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more. We started by using langchain and llamaindex, they were able to get us to a prototype in a couple of days, but took 3 months of taking pieces apart and optimizing them to make it perform well at such large scale.
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This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
Cognita
github.comopen-source RAG framework for modular applications
OpenFable
github.comOpen-source RAG engine using tree-structured indexes
SpRAG
github.comOpen-source RAG implementation for challenging real-world tasks
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.