Popular GitHub Repositories for Advanced Rag

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

Building a multi-agent RAG system with advanced RAG methods

Multiple Coder assistants: This project leverages Language Model (LLM) agents to generate code snippets for users, providing assistance in various programming tasks. Additionally, it constructs a knowledge bank that can be referenced to aid in code creation for individual references.

A multi-agent chat application combining flight search, news retrieval, and financial document analysis using LangGraph and advanced RAG. Features a hybrid search strategy with BM25, vector similarity, and MMR, enhanced by Cohere re-ranking for accurate document retrieval.

AI Application Development - Concept Study - Advanced RAG Flow