ragas
Here are 20 public repositories matching this topic...
Generative AI RAG Chatbot for Electricity and Gas Company
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Aug 27, 2024 - HTML
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.
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Aug 15, 2024 - Python
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.
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Jun 10, 2024 - Jupyter Notebook
This project focuses on Automatic Prompt Engineering (APE) for Retrieval-Augmented Generation (RAG) systems.
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Jun 11, 2024 - Python
A Contract Q&A Retrieval-Augmented Generation (RAG) system with LangChain's advanced retrieval methods. Evaluation is done with RAGAs metrics.
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Sep 3, 2024 - Jupyter Notebook
Different approaches to evaluate RAG !!!
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Aug 13, 2024 - Jupyter Notebook
Multi-step Agentic Self-Corrective RAG with websearch
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Jul 31, 2024 - Python
This project focuses on developing a Retrieval-Augmented Generation (RAG) system tailored for Contract Q&A.
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Jul 8, 2024 - Jupyter Notebook
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.
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Jul 26, 2024 - Jupyter Notebook
Optimizing a Retrieval-Augmented Generation (RAG) system on the CNN/Daily Mail dataset using LangChain, with performance benchmarking and analysis via RAGAS.
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Aug 2, 2024 - Jupyter Notebook
SMAI Project. Made an abstractive qa RAG chatbot using Langchain and experimented with variety of vector stores and retrievers and evaluated them using Ragas
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Jun 2, 2024 - Jupyter Notebook
An LLM Chatbot that dynamically retrieves and processes resumes using RAG to perform resume screening.
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Sep 20, 2024 - Jupyter Notebook
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