Create a virtual enviroment --> conda create -p venv python==3.10 -y
Activate enviroment - conda activate venv/
install requirements.txt
run app ---> streamlit run app.py
APP link -->> https://h4hjystb89ayeykeef4maw.streamlit.app/
Text To SQL LLM Application (LLM, Generative AI) | [Dates]
- Developed an application using Large Language Models (LLM) to convert natural language questions into SQL queries, simplifying database interaction for non-technical users.
- Integrated Google Gemini Model to accurately interpret user input and generate corresponding SQL commands, enabling real-time data retrieval from a SQLite database.
- Designed and implemented a Streamlit-based user interface that allows users to input questions and view query results in a seamless, interactive format.
- Enhanced the application’s accuracy by fine-tuning the LLM prompts and ensuring the correct mapping of English questions to SQL queries for diverse use cases.