A custom AI-powered agent has been developed to enhance user experience on the geotour.gr website. It provides an interactive and informative way to explore Crete’s attractions by utilizing the pydantic-ai library to interact with the Gemini language model. The agent retrieves data from a custom WordPress API endpoint, asks for a keyword from the user, and then asks them for questions. From these, it constructs prompts for Gemini and generates human-readable answers by combining Gemini’s responses with relevant information from the retrieved data.