This project is a simple Streamlit web application that uses Google Gemini (a generative AI model) to convert natural language questions into SQL queries. The queries are then executed on a SQLite ...
Problem: Structured data within applications contains essential operational and financial details. Accessing this information consistently necessitates IT assistance for the formulation of queries.
I have encountered challenges when using 7B LLMs for SQL generation tasks, particularly when working with the company’s databases. These models often struggle to generate accurate SQL queries, even ...
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