GitHub - Pratikbalodi/Text-To-SQL-LLM-App: Aan end to end LLM application using Google Gemini Pro where it create Text To SQL LLM App and later retrieving query from SQL database

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

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.

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
venv		venv
.env		.env
README.md		README.md
app.py		app.py
requirements.txt		requirements.txt
sql.py		sql.py
student.db		student.db

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