Features

Na2SQL is an innovative application designed to democratize data analytics by allowing users to interact with databases through natural language queries, regardless of their SQL expertise. Utilizing advanced technologies like OpenAI's GPT-3.5 and LlamaIndex, the app translates user queries into SQL, executes them, and provides meaningful insights. Streamlit is employed to create a user-friendly interface, complete with an interactive database viewer that aids user understanding. The application features a robust tech stack, including a dummy SQLite ecommerce database, to demonstrate its capacity to handle real-world data scenarios. At its core, the app's script seamlessly integrates natural language processing with SQL query generation, aiming to simplify data interactions and make analytics more accessible to non-technical users. This project highlights the potential of AI to bridge the gap between complex data systems and those without technical expertise, making the world of data analytics more inclusive.