Developer Tool
Free
Added 13 Nov 2025
RAGAS (Retrieval Augmented Generation Assessment Suite) 0.1.0
An open-source framework for evaluating RAG pipelines with improved evaluation reports and new tracing features.
RAG
evaluation
open-source
developer
AI Overview
RAGAS is an open-source framework designed to evaluate and assess Retrieval Augmented Generation (RAG) pipelines with comprehensive metrics and detailed reports. It's best for developers and ML engineers building RAG systems who need reliable evaluation methods and debugging capabilities. It stands out through its focus on improved evaluation reports and new tracing features that help identify performance bottlenecks in RAG architectures.
Features
FREE
- ✓ RAG pipeline evaluation metrics
- ✓ Retrieval quality assessment
- ✓ Generation performance analysis
- ✓ Tracing and debugging features
- ✓ Detailed evaluation reports
- ✓ Automated test suite generation
Use Cases
- → Evaluate retriever accuracy and relevance in document-based QA systems
- → Benchmark generation quality across different RAG model configurations
- → Identify performance bottlenecks in retrieval and response generation pipelines
- → Automate testing and quality assurance for production RAG applications
- → Compare different RAG architectures using standardized evaluation metrics
Ready to try RAGAS (Retrieval Augmented Generation Assessment Suite) 0.1.0?
Visit the official site to get started.