A lightweight frontend app using transformers.js showcasing the use of semantic similarity for geospatial applications such as geosocial media. Building on Overturempas Places and their 2000+ categories, dynamically loading data from a singe 9Gb flatgeobuf file. Note that the database consists mainly of POIs and plenty of commercial places.
Data on Huggingface: https://huggingface.co/datasets/do-me/overture-places
For running locally, simply download the two files from HF and edit main.js where the files are loaded. More detailed instructions coming soon. The frontend code is messy and needs to be cleaned up. Probably won't find the time so feel free to submit a PR.