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1st Instructions - How To text Generator

Link: https://how-to-generator.herokuapp.com/

A project by: Asís Ybarra & Johanna Michel

About: The project with the working title "1st Instructions" deals with questions of human and machine learning, with artificial intelligence and aspects of "becoming human".

Enter a "How to"-question and an AI will generate a tutorial text in real time.

Text generation based on fine-tuend GTP2 model with a Database of scraped tutorials (from wikiHow) and YouTube tutorials (text via subtitles).

Web app using JavaScript, Handlebars, Express.js, Node.js, HTML, CSS, REST API Other technolgies used in the project: Python, PyTorch, GTP2, Youtube API among others

GitHub repos Server & NLP Model:

Pages

Each is going to render a view. One template per page.

  • / - Home page. Displays an empty frame, button, info-link
  • /results - displays fetched image from database

Route Handlers

  • GET - '/' - render Home page
  • POST - '/results'
    • API call to hosted fine-tuned GTP2 - generates new text
    • displays this text

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