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At its core, SQL Talk relies on a carefully crafted blend of AI and programming logic. The project's architecture involves defining function calls within the Gemini AI model, mapping these functions to specific API calls or SQL queries, and orchestrating the seamless data flow between the user interface and the database. By leveraging existing AI models and APIs, SQL Talk eliminates the need for extensive model training, making it a practical and scalable solution for data exploration.