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Link to embeddings explainer video (#768)
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ui/embedding.mdx

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title: Embedding
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<iframe
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width="560"
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height="315"
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src="https://www.youtube.com/embed/CYSviKxwjuI"
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title="YouTube video player"
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frameborder="0"
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
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allowfullscreen
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></iframe>
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After partitioning, chunking, and summarizing, the _embedding_ step creates arrays of numbers
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known as _vectors_, representing the text that is extracted by Unstructured.
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These vectors are stored or _embedded_ next to the text itself. These vector embeddings are generated by an

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