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RAGAS

Featured Open Source

Automated evaluation framework for RAG pipelines

RAGAS is an open-source framework for evaluating Retrieval-Augmented Generation (RAG) pipelines. It provides reference-free metrics like faithfulness, answer relevance, and context precision using LLM-as-judge methods.

Product Overview

Use Cases

  • RAG Evaluation
  • LLM Quality Metrics
  • Automated Testing for AI

Ideal For

ML EngineersAI QA EngineersRAG Pipeline Developers

Architecture Fit

Enterprise ReadySelf HostedCloud NativeAPI FirstMulti-Agent CompatibleKubernetes SupportOpen Source

Technical Details

Deployment Model
self-hosted
LLM Providers
OpenAIAnthropicGemini

Screenshots

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