aws-samples/semantic-image-search-for-articles
How you can add semantic search to your applications. This sample shows how you can use a multimodal model to find images which are semantically similar to some text. New blog coming out soon.
This project helps digital publishers quickly find the most suitable images to accompany their articles. You provide your existing collection of images and the text of an article, and it identifies images that semantically match the article's content. This tool is designed for content creators, editors, and anyone in digital publishing who needs to streamline their media workflows.
Use this if you need to automate and speed up the process of selecting relevant and engaging images for your online articles from a large image library.
Not ideal if you are looking for a tool to generate new images or if your primary need is basic keyword matching rather than understanding semantic meaning.
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Language
JavaScript
License
MIT-0
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Last pushed
Jan 30, 2026
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