LLM Evaluation Framework: Mastering Opik for AI Model Optimization

Opik: A Comprehensive Guide to the Open-Source LLM Evaluation Framework In the current field of artificial intelligence, large language models (LLMs) are being applied more and more widely. From RAG chatbots to code assistants, and complex agent pipelines, LLMs play a crucial role. However, evaluating, testing, and monitoring these LLM applications has become a significant challenge for developers. Opik, as an open-source platform, offers an effective solution to this problem. This article will provide a detailed introduction to Opik, covering its functions, installation methods, quick start steps, and how to contribute to it. What is Opik? Opik is an open-source …