Tizzzzy/Advance_Data_Analysis

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!