Welcome to the Data Analysis App by Team WinOps, a cutting-edge tool designed to transform raw data into insightful visualizations and analyses. This application harnesses the power of large language models (LLMs) to provide users with an intuitive interface for exploring data, performing exploratory data analysis (EDA), visualizing key metrics, and asking business intelligence (BI) questions directly.
- Exploratory Data Analysis (EDA): Quickly understand the distribution, trends, and patterns in your data with automated analyses.
- Data Visualization: Create compelling visual representations of your data to share insights and drive decisions.
- Interactive BI Questioning: Ask natural language questions about your data and get answers instantly, powered by OpenAI's LLMs.
- Secure Data Handling: Your data is processed securely, ensuring confidentiality and integrity.
- User-Friendly Interface: A clean, intuitive interface that makes data analysis accessible to users of all skill levels.
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Set Up: Clone this repository to your local machine. Ensure you have Python installed.
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API Keys: Obtain your OpenAI API key and set it in your environment variables as
OPENAI_API_KEY. -
Installation:
pip install -r requirements.txt -
Running the Application:
streamlit run main.py -
Navigate to
http://localhost:5000in your web browser to start using the app.
For support, email us at winops@example.com or file an issue in this repository.
Always monitor the command interface as some events may be running silently in the background especially in a cpu environment.
This project is licensed under the MIT License - see the LICENSE.md file for details.