I had the pleasure of presenting today at the ODSC East 2025 conference about querying data with LLMs. Creating an AI agent (which is a fancy name for three Python functions) is easier than it sounds. At its core, all you need: ➡️ A function that creates a prompt based on a user input ➡️ A function that sends the prompt to an LLM and parses the answer into SQL code, and ➡️ A function that picks up the query and sends it to a database to get the data All the workshop materials are available in the following repo: https://github.com/RamiKrispin/osdc-2025-llm-workshop