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Emoji Semantic Search

Screenshot

The app is currently running at emojisearch.app

image

Local test

Get your OpenAI API key at https://openai.com/api/.

Build embedding index:

OPENAI_API_KEY={api_key} python server/data/build.py

Start backend:

OPENAI_API_KEY={api_key} python server/app.py

Start frontend

cd client
npm install  # Run once
REACT_APP_SERVER_ADDRESS="http://localhost:5000" npm start

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Search the most relevant emojis given a natural language query

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  • Python 33.6%
  • TypeScript 32.1%
  • CSS 17.2%
  • HTML 17.1%