Episode notes
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 developm ...
Keywords
blogengineering blogtechnologysql