How do you use LLMs? Explain how agents work.

LLM (Large Language Models) are large language models capable of generating text, answering questions, analyzing data, and much more. I use them for automating routine tasks, generating ideas, writing code, and analyzing large text datasets.

Agents are programs or scripts that utilize LLMs to perform complex tasks by breaking them down into steps and interacting with external systems. For example, an agent can receive a request, analyze it using an LLM, make API calls, process the results, and formulate a response. This allows expanding the capabilities of LLMs by integrating them into real business processes.

Example: an agent can receive a data analysis request, use an LLM to generate an SQL query, execute it on a database, and then interpret the results for the user.