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do-me committed Oct 26, 2023
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2 changes: 2 additions & 0 deletions README.md
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## [App here](https://do-me.github.io/copernicus-services-semantic-search/)

## [Tutorial here](https://geo.rocks/post/semantic-search-tutorial/) with lots of tips

A basic semantic search app based on 834 entries from [Copernicus Services Catalogue](https://www.copernicus.eu/en/accessing-data-where-and-how/copernicus-services-catalogue) chunked and indexed (mean embedding of all content chunks) in a ~2.4MB gzipped json with [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). Enter any query and hit submit or enter. App loads ~27Mb of resources of data and scripts. The ML model runs entirely in the browser thanks to [transformers.js](https://github.com/xenova/transformers.js).

![](copernicus-services-semantic-search-interface-dark.png)
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2 changes: 1 addition & 1 deletion index.html
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href="https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2"
target="_blank">all-MiniLM-L6-v2</a>. Enter any query and hit submit or enter. App loads ~27Mb of
resources of data and scripts. If you'd to search within the result's content, consider installing the Chrome extension of <a href="https://chrome.google.com/webstore/detail/semanticfinder/ddmgffoffelnhnonpoiblaoboaeieejl" target="_blank">SemanticFinder</a>. More information on
<a href="https://github.com/do-me/copernicus-services-semantic-search" target="_blank">GitHub</a>.</p>
<a href="https://github.com/do-me/copernicus-services-semantic-search" target="_blank">GitHub</a> or in the <a href="https://geo.rocks/post/semantic-search-tutorial/" target="_blank">comprehensive tutorial</a>.</p>
<div class="col-md-6 text-center">
<form class="form-floating" onsubmit="sendRequest(); return false;">
<div class="form-group justify-content-center">
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