Explore the full engineering blog here: https://www.linkedin.com/blog/engineering/ai/practical-text-to-sql-for-data-analytics

This podcast script describes LinkedIn's SQL Bot, an AI assistant that translates natural language into SQL queries. The bot addresses the common problem of data analysts being overwhelmed with requests, by automating query generation and improving data accessibility. It uses embedding-based retrieval to find relevant tables and large language models to write and refine accurate SQL. Further, SQL Bot incorporates user feedback and offers a user-friendly interface with features like a "Fix with AI" button.The podcast highlights the bot's development, functionality, and future potential for enhanced data democratization within LinkedIn.