Get Started

Welcome to the Ragas tutorials! These beginner-friendly tutorials will guide you through the fundamentals of working with Ragas. These tutorials do assume basic knowledge of Python and Retrieval Augmented Generation (RAG) pipelines.

Before you go further make sure you have Ragas installed!


The tutorials only give you on overview of what you can do with ragas and the basic skill you need to use it. If you want an in-depth explanation of the core-concepts behind Ragas, check out the Core Concepts page. You can also checkout the How-to Guides if you want to specific applications of Ragas.

If you have any questions about Ragas, feel free to join and ask in the #questions channel in our discord community ❤ .

Let’s get started! 🏁

Ragas Metrics and Evaluation

How to use the Ragas Metrics to evaluate your RAG pipelines.

Synthetic Test data Generation

How to generate test set to assess your RAG pipelines


How to monitor your RAG systems in production.