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Excel Query Assistant is a web app built with Streamlit and Gemini-Pro LLM. Users can upload Excel files, which are automatically converted into a SQLite database. The app generates SQL queries to retrieve data, making it easy to extract insights from complex spreadsheets. Streamlined, efficient, and user-friendly.

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Excel Query Assistant

Excel Query Assistant is a web application built using Streamlit and powered by Gemini-Pro LLM. The app allows users to upload Excel files, which are seamlessly converted into a SQLite database. It then generates SQL queries to retrieve relevant information, providing an easy way to extract insights from complex Excel spreadsheets.

Features

  • Excel File Upload: Users can upload .xlsx files for data extraction.
  • Automatic Conversion: Excel data is automatically converted into a SQLite database for efficient querying.
  • SQL Query Generation: Automatically generates SQL queries based on user input, making it easy to retrieve specific information.
  • Streamlit UI: Simple, intuitive interface for easy interaction with the app.

How It Works

  1. Upload your Excel file (.xlsx) through the app's interface.
  2. The application will convert the Excel data into a SQLite database.
  3. The Gemini-Pro LLM will automatically generate SQL queries to retrieve data based on the user's input.
  4. View the query results directly within the app.

Usage

  • Upload Excel sheets with structured data.
  • The app will automatically parse the data and generate SQL queries.
  • Use the generated queries to find the specific information you need.

License

This project is licensed under the MIT License.

About

Excel Query Assistant is a web app built with Streamlit and Gemini-Pro LLM. Users can upload Excel files, which are automatically converted into a SQLite database. The app generates SQL queries to retrieve data, making it easy to extract insights from complex spreadsheets. Streamlined, efficient, and user-friendly.

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