Cost : Free

ragas provides a framework for evaluating Retrieval Augmented Generation (RAG) pipelines. It offers a set of metrics based on the latest research to assess the performance of RAG-generated text and integrates with CI/CD for continuous performance monitoring.

  • Easy Installation: Install ragas with a simple pip command or clone the repository from GitHub
  • Diverse Metrics: Evaluate generated text using various metrics including Levenshtein distance, ROUGE-N, ROUGE-L, BLEU, Bert Score, and Entailment Score
  • Dataset Evaluation: Evaluate RAG pipelines on datasets by comparing the generated text with ground truth data
  • Performance Insights: Gain insights about the performance of RAG pipelines and assess the factual consistency and similarity between generated text and ground truth

Sign In


Reset Password

Please enter your username or email address, you will receive a link to create a new password via email.