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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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Generating Emails with GPT3


How to run this on your local computer:

  • Sign up for an OpenAI account and put your private key in ml_backend.py
  • 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 enter streamlit run emailapp.py

Business Benefits and Usecases:

  • Time saved writing medium-long sized emails
  • 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
  • Mental energy is conserved

Features:

  • Implemented the OpenAI GPT-3 Davinci Language model
  • Deploying & Configuring Web apps with Heroku CLI
  • Interactive & clean front-end using using Streamlit
  • Automatically generating emails in Gmail using hyperlinks

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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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