// Evaluate & guard
ragasv0.4.3
Supercharge Your LLM Application Evaluations 🚀
Open source No commits in 6+ months For developers
IN ONE PARAGRAPH
ragas is supercharge Your LLM Application Evaluations 🚀.
Good for: Developers and teams who want to evaluate & guard.
Not for: teams that need active fixes (no commits in the last 6 months).
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install ragas - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → promptfoo Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. ★ 26k opencompass OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI, Anthropic, Gemini, Qwen, GLM, DeepSeek, etc, across 100+ datasets covering knowledge, reasoning, coding, science, language, long-context, and safety. ★ 7.5k VLMEvalKit Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks ★ 4.5k giskard-oss 🐢 Open-Source Evaluation & Testing library for LLM Agents ★ 5.9k trulens Evaluation and Tracking for LLM Experiments and AI Agents ★ 3.6k