AI Assistant with OpenAI

This repository contains the code for building and deploying an AI Assistant using OpenAI's API, which includes capabilities for processing and analyzing data with a powerful code interpreter. This AI Assistant is designed to interact with backend systems, providing data-driven insights and automated responses based on natural language queries.

Features

AI Assistant Initialization: Set up an AI assistant that can execute code, analyze data, and provide actionable insights.
Data File Management: Upload and manage files directly through the OpenAI API, allowing the AI to work with specific datasets.
Advanced Data Analysis: Use the code interpreter tool to process data queries and return results including diagrams, charts, and CSV files.
Logging and Error Handling: Incorporate sophisticated logging for debugging and monitoring the assistant’s operations.

Getting Started

Prerequisites

Python 3.8 or later
OpenAI API key

Installation

Clone the repository:

git clone https://github.com/mohamadawaisy/CodeInterpreter-Assistant.git
cd CodeInterpreter-Assistant
python3 -m venv myenv
source myenv/bin/activate

Install the required dependencies:
```
pip install -r requirements.txt
```

Configuration

Create a config.json file in the root directory with your OpenAI API key:
```
{
    "openai_api_key": "your_openai_api_key"
}
```

Usage

Import the DataAssistant class:

from data_assistant.assistant import DataAssistant

Initialize the DataAssistant:

assistant = DataAssistant("path_to_your_data_file.csv")

Interact with the AI Assistant:

# Ask a question
response = assistant.ask_question("What insights can you provide about recent sales data?")
print(response)

# Follow-up question
follow_up_question = "Can you break down the sales by product category?"
follow_up_response = assistant.follow_up_question(follow_up_question)
print(follow_up_response)

# Advanced Data Analysis
analysis_result = assistant.ask_question("Generate a sales forecast for the next quarter.")
print(analysis_result)

Contributing

Contributions are welcome! Fork the repository and submit a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Contact

For any inquiries or support, please open an issue on the GitHub repository.

Project Link: https://github.com/mohamadawaisy/CodeInterpreter-Assistant

Article: https://medium.com/@mr.ma.swi/a-step-by-step-guide-with-openais-assistant-and-code-interpreter-ac19d07af9e0