How To Generate RAGAS Testset In 1 Minute (With Code) скачать в хорошем качестве

How To Generate RAGAS Testset In 1 Minute (With Code)

Code: https://github.com/mosh98/RAG_With_Mo... This comprehensive video provides an in-depth exploration of the Ragas Testset generation. Ragas framework, a pivotal tool designed to assess and enhance your Retrieval Augmented Generation (RAG) pipelines. RAG is about using Large Language Models (LLMs) that utilize external data to expand the context of the model, leading to more informed and accurate outputs. In this tutorial, we delve into the challenges of evaluating RAG pipelines, and how the Ragas framework (RAG Assessment) revolutionizes this process. You'll learn about the unique features of Ragas, its integration with existing tools, and practical tips on how to effectively quantify and improve the performance of your RAG applications using a generated Test set. RAGAS github: https://github.com/explodinggradients... RAGAS Docs: https://docs.ragas.io/en/stable/ RAGAS overview - 0:00 Loading Data using Langchain - 1:00 Loading GPT Models - 1:37 Generating TESTSET - 1:50