RegisAmon / gpt3-email-generator

Using the GPT3 Language model, I create a web application that generates convincing looking emails and then sends them via Gmail. The user interacts with a frontend made with Streamlit

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Generating Emails with GPT3

Click Me to Demo

Warning: The Demo functions, but won't generate emails unless I put in the API Key in the ml_backend.py file


How to run this on your own computer:

  • As of this commit, the OpenAI GPT3 is still in private Beta, so you will need to sign up for it in order to recieve the API key here:

  • Clone & Download this repo

  • Install streamlit by using pip install streamlit and openai by using pip install openai

  • In the project folder, open a terminal and type streamlit run emailapp.py

Business Benefits and Usecases:

  • Time saved writing medium-long sized emails
  • A greater amount of Mental Energy is conserved to do more of the tasks that matter
  • Anxiety of writing a professional sounding email is removed as the GPT3 Language model used is trained from a variety of many different internet sources

Skills:

  • Creating interactive Deep-Learning Web Applications using Streamlit
  • Implementing OpenAI's GPT Language Process models in a Business application
  • Automatically writing emails in Gmail using hyperlinks
  • Deploying & Configuring Web apps with Heroku

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Using the GPT3 Language model, I create a web application that generates convincing looking emails and then sends them via Gmail. The user interacts with a frontend made with Streamlit


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