chatbot-streamlit-demo

This application demonstrates how to setup a simple ChatBot with Azure OpenAI, llama-index, and Streamlit.

The ChatBot enables you to talk with your own data - in this case, to learn about André's research.

Getting Started

These instructions were tested on a MacBook Pro with M2 chip running macOS 13.6 Ventura with Python 3.9.6.

Setup virtual environment and install dependencies:

python3 -m venv venv/
source venv/bin/activate
pip install -r requirements.txt

Set OPENAI_API_KEY:

export OPENAI_API_KEY=<insert key here>

Create the config.json file and fill in the relevant info:

{
    "CHATGPT_MODEL":"<insert model name>",
    "OPENAI_API_BASE":"https://<insert-openai-service-name>.openai.azure.com",
    "OPENAI_API_VERSION":"<insert version>",
    "ENGINE": "<insert deployment model name>",
    "ENGINE_EMBEDDING": "<insert deployment embedding name>"
}

Launch the app:

streamlit run app.py

A Streamlit browser window should automatically open. If not, the app can be accessed at http://localhost:8501

Demonstration

Below is a snapshot on how the UI should look. A live demo may be made openly available in the future.

Disclaimer

Only public PDFs were used for this demonstration. Some of André's research is sadly behind a paywall and thus we have chosen not to include the PDFs in this demo to avoid copyright issues.

License

The code in this repository is released under MIT license.