Emerald V
1,758 Elo
- #1,727 on the ladder
- +6 today · +44 this week
- Peak 1,758
Supercharge Your LLM Application Evaluations 🚀
vibrantlabsai/ragas is #1,727 on the bestofgithub Elo ladder, in Emerald V, with a rating of 1,758 (+44 this week). It has 16,328 stars, 67 gained in the last week.
1,758 Elo
16,328
pipx install ragasDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
git clone https://github.com/comet-ml/opik.gitOpenCompass 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.
git clone https://github.com/open-compass/opencompass.git:metal: awesome-semantic-segmentation
git clone https://github.com/mrgloom/awesome-semantic-segmentation.gitThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
pipx install mlflow🪢 Open source AI engineering platform: AI Gateway, agent observability, evals, and prompt/skill management, built on OpenTelemetry. One open platform for every AI call and every agent. Self-host or use Langfuse Cloud.
git clone https://github.com/langfuse/langfuse && cd langfuse && docker compose up -dTest 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.
npm install -g promptfooLoading README…