Autumn App Challenge

Hi everyone,
Here’s my app submission for the Plotly Autumn App Challenge.

Key Features:

  • Design and Responsiveness: CSS makes up 10% of the code, reflecting a significant investment in the app’s design and responsiveness.

  • Advanced Search: The app includes a Search bar where users can look up restaurants by address. The search functionality is enhanced by using SentenceTransformer’s multi-qa-mpnet-base-dot-v1 model.

  • Enhanced Dataset: The dataset has been enriched with restaurant photos obtained through web scraping, offering a more visual experience.

  • Multi-language Support: The app supports both English and Portuguese, with language selection available via a dropdown menu.

  • Map Options: Users can switch between three different map types—OpenStreetMap, ESRI, and CARTO—providing flexibility in viewing preferences.

I deployed it on Google Cloud, and you can access it here
And here’s the GitHub repo

Below is an overview of my app.

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