Gen AI: Chat with Database System
摘要
This paper introduces “Chat with Database,” the groundbreaking system conceived to make database management accessible to everyone irrespective of their technical know-how. The system integrates AI capabilities, such as the Llama2 generative model, with a very simple and intuitive interface to enable interaction with databases using natural language. Several other features standout for this system: easy creation of tables, the ability to upload bulk data, and execute queries using everyday language. This system uses the frontend development Streamlit and a backend PostgreSQL base for reliability while also being relatively user-friendly. The paper explains in detail how this system has been designed with the unique capability, how it was built, and several ways the system can be used in reality.