hafidzdaud / DAVE

Streamlit app implementation of OpenAI Assistants API (with Code Interpreter)

DAVE: Data Analysis & Visualisation Engine

This Streamlit application analyses a given dataset with OpenAI's Assistants API with Code Interpreter. The Assistant's analysis, including the Python code the assistant will write & execute, will streamed to the app's user interface.

Quick Start

1. Clone this repository
2. Install the required dependencies by running

pip install -r requirements.txt

3. Modify create_assistant.py as needed, and note down the ASSISTANT_ID.
4. Create a secrets.toml file located within the .streamlit/ directory. It should minimally contain these variables: OPENAI_API_KEY, ASSISTANT_ID
5. Launch the application:

streamlit run demo_app.py