Building A BigQuery Chatbot With LLMs For Natural Language SQL Queries
Built a BigQuery chatbot using LLMs to translate natural language questions into optimized SQL queries, bridging the gap between business users & data analysts.
Building an Intelligent BigQuery Chatbot with LLMs In today's data-driven world, extracting insights from data warehouses like BigQuery remains challenging for many business users without SQL expertise. What if we could bridge this gap with natural language? In this post, I'll walk through how I built a BigQuery chatbot that translates natural language questions into optimized SQL queries using Google's Gemini AI. The Challenge Many organizations store terabytes of valuable data in BigQuery, but accessing this information typically requires: SQL knowledge Understanding of the datab...