10min chapter

The Data Exchange with Ben Lorica cover image

LLMs for Data Access: Unlocking Insights with Text-to-SQL

The Data Exchange with Ben Lorica

CHAPTER

Enhancing Query Translation and Achieving High Accuracy in Text-to-SQL Solutions

Exploring the market and use cases for an API focused on translating natural language to SQL, emphasizing the importance of metadata, fine-tuning examples, and training models on specific schemas to achieve over 90% accuracy. Delving into the contextual importance of accuracy percentages, optimal rollout strategies, and incremental value demonstration within organizations.

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