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Free Lesson
Mastering text-to-SQL: how to generate accurate queries
Part of The AI Powered Super IC
30 min
Apr 16, 2025 12:00 PM
Virtual (Zoom)
In this video
What you'll learn
Business-specific context
Provide LLMs with relevant context, without requiring engineers or a complex system.
Testing mechanism
Automate query validations to checks to reduce hallucinations.
Sample prompts
Get access to prompts used to generate queries on real datasets.
Why this topic matters
Text-to-SQL has enormous potential to unlock the value of data for business people. However, LLMs are often missing critical context about your business and data, making it easy for AI tools to hallucinate and generate poor results. In this lightning lesson, I'll share simple ways you can generate more accurate SQL queries immediately.
You'll learn from
George Xing
Product Lead for Data Products at Stripe, former Head of Analytics at Lyft.
Previously at
