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Evaluating LLMs the Right Way: Lessons from Hex's Journey

High Agency: The Podcast for AI Builders

CHAPTER

Developing Agent Capabilities and Overcoming Challenges in AI Utilization

The chapter explores the process of developing agent capabilities starting with individual functionalities and progressing to agents, emphasizing learning from user interactions and understanding user needs. It discusses the advantages of having existing workflow tools and APIs when building AI agents and the challenges faced in developing a text-to-SQL product, particularly in training AI models for nuanced business contexts. The conversation highlights the importance of tacit knowledge in SQL queries and strategies to overcome challenges such as utilizing existing context and addressing latency.

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