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QwQ: Step-by-Step Tutorial With Demo Project

  • In this blog, we’ll build a multilingual code explanation app to showcase QwQ’s capabilities, particularly its strengths in reasoning, following instructions, coding, and multilingual support.
  • The app will be built using Python, Streamlit, and Hugging Face's QwQ API.
  • To get started, we’ll access QwQ using Hugging Face, set up an account, and get the necessary permissions.
  • We will create three files called .env, backend.py, and frontend.py to hold our code.
  • To interact with QwQ's hosted API, a folder for the project will be created and the dependencies installed.
  • A function for sending a request to the API will be written in backend.py.
  • Streamlit will be used to build the frontend of the app in frontend.py.
  • After setting the app title and layout, instructions for using the app will be added.
  • Input fields for code and language selection will be created, and a 'Generate Explanation' button will be added.
  • A footer will be added to the app, and it will be launched.

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