Explore cutting-edge developments in Text-to-SQL conversion and Generative AI in this 50-minute Spring I/O conference talk. Delve into the latest advancements in translating natural language queries into SQL, focusing on the capabilities of Large Language Models (LLMs) beyond code generation. Learn about effective methodologies using frameworks like Spring Boot and the innovative "Spring AI" APIs, which bridge the gap between natural language processing and database interaction. Discover how these modern tools facilitate the development of sophisticated Text-to-SQL systems, moving beyond traditional data science approaches. Gain insights from speakers Victor Martin and Corrado De Bari on leveraging Generative AI to enhance database communication and query processing.
Overview
Syllabus
Text-to-SQL: chat with a DB exploiting the Generative AI by Victor Martin / Corrado De Bari
Taught by
Spring I/O
