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I'm going to explain how this all works with a smaller example rather than the full demo that I linked earlier, but the source code for the example is available on Github, it's the same code, just with things like UI simplified.
We're loading in two libraries here, the first is TensorflowJS and the second is a the Universal Sentence Encoder model, which uses TensforflowJS, you can read about over here.
Here's my template for my json feed, this template is based on the 11ty base blog. The templating syntax being used is Nunjucks, and comes supported out of the box with Eleventy.
My blog is written using the static site generator tool Eleventy. If you haven't heard of Eleventy and you're into building fast websites, seriously check it out, it's awesome. I'm not going to explain how Eleventy works, but I wrote a post about how I got started with Eleventy.
-------- # Metadata comes from _data/metadata.json permalink: "{{ metadata.jsonfeed.path | url }}" eleventyExcludeFromCollections: true -------- { "version": "https://jsonfeed.org/version/1", "title": "{{ metadata.title }}", "home_page_url": "{{ metadata.url }}", "feed_url": "{{ metadata.jsonfeed.url }}", "description": "{{ metadata.description }}", "author": { "name": "{{ metadata.author.name }}", "url": "{{ metadata.author.url }}" }, "items": [ {%- for post in collections.posts | reverse %} {%- set absolutePostUrl %}{{ post.url | url | absoluteUrl(metadata.url) }}{% endset -%} { "id": "{{ absolutePostUrl }}", "url": "{{ absolutePostUrl }}", "title": "{{ post.data.title }}", "tags": [ {%- for tag in helpers.removeCollectionTags(post.data.tags) -%} "{{tag}}" {%- if not loop.last %}, {%- endif %} {%- endfor %}], "summary": "{{ post.data.description }}", "content_html": {% if post.templateContent %}{{ post.templateContent | dump | safe }}{% else %}""{% endif %}, "date_published": "{{ post.date | rssDate }}" } {%- if not loop.last -%} , {%- endif -%} {%- endfor %} ] }