From 0 to Automated Evals - Hands-on Workshop

Learn to build evaluation frameworks for generative AI applications using LLM-as-a-Judge methodology in this hands-on workshop. Develop practical skills in constructing automated evaluation systems from scratch using Weave, Weights & Biases' LLMOps tool, guided by the tool's developers. Explore the challenges and limitations of implementing LLM-as-a-Judge in real-world scenarios while discovering key considerations essential for practical deployment. Gain insights into best practices for evaluating generative AI applications and understand how to overcome common obstacles when using large language models as evaluation judges. Master the technical implementation details through practical exercises and learn to design robust evaluation pipelines that can be applied to production environments.