Chat with Excel / CSV Data

This is a Streamlit application that allows users to upload Excel or CSV files, analyze the data, and execute code to display results.

Demo

https://chat-data.streamlit.app

Analyze data	Plot data

Features

• Upload multiple Excel or CSV files
• Analyze the data using the SmartDatalake library
• Execute code to display results
• Use OpenAI's GPT-3 language model for code generation
• Display the result and the corresponding code

Requirements

• Python 3.9 or higher
• Streamlit
• pandas
• dotenv
• pandasai
• openai

Installation

1. Clone this repository:

   git clone https://github.com/jeremy-feng/chat-data.git
   

2. Install the required packages:

   pip install -r requirements.txt
   

Usage

1. Set your OpenAI API key:

• You can set your API key in the text input field on the application.
• Alternatively, you can set your API key as an environment variable named OPENAI_API_KEY.

2. Upload your Excel or CSV files:

• You can upload multiple files at once.
• The application will display the data in a dataframe.

3. Ask a question:

• Enter your question in the text area.
• Click the "Start Execution" button to execute the code and display the result.

4. View the result and the corresponding code:

• The result of the code execution will be displayed below the "Start Execution" button.
• The corresponding code will be displayed below the result.

License

MIT