Popular GitHub Repositories for Rag Agents

Multi AI agents for customer support email automation built with Langchain & Langgraph

Local RAG researcher agent built using Langgraph, DeepSeek R1 and Ollama

A full-stack, microservices-based application for secure document management, enabling users to upload, parse, index, and query various file types through advanced NLP and RAG agents. Built with Docker and Kubernetes for scalability, and integrates Elasticsearch, Redis, and AWS S3 for efficient storage and search capabilities.

This repository contains the implementation of a Retrieval-Augmented Generation (RAG) agent using Large Language Models (LLMs). RAG agents combine the power of information retrieval with text generation, enabling applications such as intelligent question-answering systems, and more.

This python powered AI based RAG Scraper allows you to ask question based on PDF/URL provided to the software using local Ollama powered LLMs

Agentic RAG for journalling

AI driven Content Creation Automation.