Explore the creation of an AI agent capable of controlling tools using APIs and internal functions in this comprehensive tutorial video. Learn how to leverage local language models like Llama 3 with function calling to build powerful and highly customizable AI agents. Follow along as the instructor demonstrates the process of implementing function calls, explains the underlying mechanics, and guides you through creating and testing your own Llama 3 tools and functions. Gain insights into the potential of local language models for developing advanced AI agents and discover how to apply these techniques to your own projects.