Databricks – Big book of generative AI

Databricks' "Big Book of Generative AI" emphasizes the significance of developing high-quality generative AI applications for businesses, addressing challenges in accuracy, governance, and safety.  The evolution of data infrastructure, like data lakehouses, is crucial for supporting GenAI applications effectively. The eBook offers insights on advancing GenAI applications, utilizing retrieval augmented generation, evaluating large language models, building custom models, and cost-effective training. Use cases include gaining insights from product reviews, chatbot improvement with RAG, and monitoring LLMs and GenAI applications. The importance of foundation models like GPT-3.5, Gemini, Llama2-70B, and DBRX is highlighted, with Databricks' open LLM, DBRX, standing out for its capabilities and performance.