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Talk to Your Data: The SQL Data Analyst

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Navigating the Challenges of Large Language Models in Data Queries

This chapter explores the pitfalls of large language models, focusing on their tendency for overconfidence and inaccurate responses. It highlights the need for prompt fine-tuning and a pre-check mechanism to improve their self-assessment and response accuracy.

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