Generative AI with LLMs: How to Use LLMs to Invoke Actions from Text: A Case Study of Converting Code Comments to Executable Code

Learn how Large Language Models (LLMs) can be used to invoke actions from text, such as converting code comments to executable code, by leveraging their natural language understanding and generation capabilities.

Question

Large Language Models (LLMs) are capable of performing multiple tasks supporting a variety of use cases. Which of the following tasks supports the use case of converting code comments into executable code?

A. Invoke actions from text
B. Information Retrieval
C. Translation
D. Text summarization

Answer

A. Invoke actions from text

Explanation

The correct answer is A. Invoke actions from text. This task involves using natural language to trigger commands or actions in a system, such as executing code, opening applications, or controlling devices. For example, an LLM can be trained to convert code comments into executable code by learning the mapping between natural language and code syntax. This can support the use case of generating code from specifications, documentation, or pseudocode.

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