Artificial Intelligence (AI) systems are often considered magical, but they are actually composed of several components, with LLMs being only one of them. It is essential to understand that AI systems utilize a range of components, including classification models, transformers, code execution, API calls, and IO read/write file calls, among others, to enhance their functionality. These components work together to provide AI systems with the required functionality, which is crucial to their overall success.

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