Weights & Biases reposted this
New Webinar 🚨: A Principled Approach to RAG Experimentation + Evaluation 🧪 After 1+ years of RAG development, proper evaluation is still hard. We’re excited to partner with Weights & Biases on a webinar showing you how to build, evaluate, and iterate on a RAG pipeline. Jerry Liu, Ayush Thakur, and more will highlight different evaluation strategies with an LLM Judge against a RAG pipeline. W&B Weave is a new toolkit that gives you a comprehensive way to track and evaluate LLM applications, with features like comparisons, annotations, tracing, and more. Happening next Wednesday 7/10, 9am PT: https://lu.ma/dywrdye5
Weights & Biases is an AI developer platform known for its tools that support machine learning workflows, including reproducibility, auditability, infrastructure management, and security & governance. It collaborates with innovators like OpenAI to enhance ML development.
RAG pipelines, or Retrieval-Augmented Generation pipelines, are crucial for enhancing the capabilities of Large Language Models (LLMs) by integrating external knowledge sources. This process significantly improves the quality and relevance of generated responses, making it a key component in the development of advanced AI applications.