Sentence Similarity Search

I would like to have the ability to type in a sentence (or perhaps a few sentences), and return the sentences from my content that are most similar.

I have looked at the tutorial on semantic search here: Semantic textual search with vector embeddings

I see that it performs embedding on both the title and content. However I guess in my case I would need to embed all the sentences individually? I’m wondering if there is any documentation or tutorials on this? Thanks!

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There are some videos on youtube that you can follow. For example this one Sentence Similarity With Sentence-Transformers in Python - YouTube

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