Email Assistant via GPT-3

A project for DS5899 Transformer

Timeline

2022/03/16 - Demo created

2022/04/18 - 🤗 Hugging Face Deployed

Web App

Deployed on Hugging Face

Notebook Tutorial

Click here to see the descriptive notebook.

How to Run the Demo:

• Sign up for an OpenAI account
• Clone this repo to local
• Install streamlit and openai by running commands:
  • pip install streamlit
  • pip install openai
• Run the frontend locally by running the command in the project path:
  • streamlit run frontend.py
• Copy the API key and input it.

Critical Analysis

• The apparence of the front end remains a lot of space for improvement.
• The app didn't customize the training of the model. A better published example is InstructGPT.
• Bug testings are insufficient. Input errors are not caught and handled manually.

Resource Links

• OpenAI tutorial
• Streamlit documents
• Aligning Language Models to Follow Instructions