Advance Data Analysis

This project leverages the GPT Assistant API and its Code Interpreter Tool to conduct sophisticated data analysis. Users can upload tabular data in various formats along with a prompt question. Our system processes this input to deliver tailored data analysis results, directly responding to the specified question.

Demo

User: python code_interpreter.py
Assistant: Enter the file path or 'exit' to quit:
User: <file path>
Assistant: Enter your query or 'exit' to quit:
User: <your question query>
Assistant: RUNNING...

Assistant: <Answer in Text>
Assistant: <Answer in Image>

Assistant: Do you want to continue with the existing chat? (yes/no):
User: <yes/no>
Assistant: Do you want to use the existing file? (yes/no):
User: <yes/no>
...

Get Start It

Prerequisite:

# make sure your openai version >= 1.3.5
pip install --upgrade openai

Things to Change:

1. Add your Openai API Key
   • You can find your API key here
2. Change your system prompt (Optional)
   • Right now the predifined system prompt is a good start, but you can always change it to focus on your specific task
   • Notice the size of system prompt is limited to 512 char
3. Add your user name (Optional)
   • You can add it to better assist you
4. Change the model (Optional)
   • Right now the code is using the gpt-4-1106-preview model, you can explore other model as well.

If you like this project, please give me a star!