Popular GitHub Repositories for Ragas

An LLM Chatbot that dynamically retrieves and processes resumes using RAG to perform resume screening.

Multi-step Agentic Self-Corrective RAG with websearch

AI-driven prompt generation and evaluation system, designed to optimize the use of Language Models (LLMs) in various industries. The project consists of both frontend and backend components, facilitating prompt generation, automatic evaluation data generation, and prompt testing.

This project focuses on developing a Retrieval-Augmented Generation (RAG) system tailored for Contract Q&A.

This project aims to develop an enterprise-grade Retrieval-Augmented Generation (RAG) system by automating the prompt engineering process. The goal is to create a comprehensive solution that simplifies the task of crafting effective prompts for Language Models (LLMs), enabling businesses to leverage advanced AI capabilities more efficiently.

Generative AI RAG Chatbot for Electricity and Gas Company

A RAG system for Contract Q&A that enables chatting with a contract and asking questions about the contract. It has an interface build with React and FastAPI in backend integrating rag-pipeline with Autogen agents and websockets for communication. Evaluation of the RAG is done using RAGAS.

This project focuses on Automatic Prompt Engineering (APE) for Retrieval-Augmented Generation (RAG) systems.

A web sandbox for hands-on learning of LLM and RAG Evaluation

This repository implements the evaluation metrics from RAGAS to a RAG pipeline on langflow.