Visualizing embeddings and semantic similarity with OpenAI and Nomic

Daniel Avila
LatinXinAI
Published in
4 min readAug 7, 2023

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In this article, we will explore an example of visualizing semantic similarities in language input using OpenAI’s language models and Nomic’s visualization tools, all with the assistance of Streamlit.

You can review the complete code in the following file:

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