Ragas

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

Project Activity

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Artificial Intelligence Software

Registered

2024-11-08

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