Ragas
Open-source framework for evaluating RAG systems with faithfulness, precision, and relevancy metrics.
About Ragas
Ragas is an open-source framework for evaluating and testing LLM and RAG applications. It provides metrics like faithfulness, context precision, answer relevancy, and context recall, plus synthetic test data generation and integration with LangChain and LlamaIndex.
Key Features
💰 Pricing
Core framework is open-source. Cloud dashboard available for teams.
Frequently Asked Questions
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📊 Comparison vs Alternatives
| Feature | ||||
|---|---|---|---|---|
| Pricing | Free | Freemium | Freemium | Freemium |
| Rating | ⭐ 4.3 | ⭐ 4.8 | ⭐ 4.8 | ⭐ 4.6 |
| Free Tier | ✅ | ✅ | ✅ | ✅ |
| Popularity | 38% | 100% | 94% | 92% |
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