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Objective metrics, intelligent test generation, and data-driven insights for LLM apps. Ragas is your ultimate toolkit for evaluating and optimizing Large Language Model (LLM) applications. Say goodbye to time-consuming, subjective assessments and hello to data-driven, efficient evaluation workflows. Don't have a test dataset ready? We also do production-aligned test set generation.
Features
- Objective Metrics: Evaluate your LLM applications with precision using both LLM-based and traditional metrics
- Documentation available
- Examples available
- Test Data Generation: Automatically create comprehensive test datasets covering a wide range of scenarios
- Seamless Integrations: Works flawlessly with popular LLM frameworks like LangChain and major observability tools
- Build feedback loops: Leverage production data to continually improve your LLM applications
Project Samples
Categories
Artificial IntelligenceLicense
Apache License V2.0Follow Ragas
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