3min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Vector databases for machine learning

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

Deep Learning

The main question is, basically, what do your imbeddings represent? You train those morels. Could you think of it as a proxy for identifying intent, possibly in some cases, by comparing high dimensional vectors to where people are trying to unlock the secret behind their search engine's results? There are patterns that we seeas people use models like hugging face, like birds and others, to transform their text to high dimensional victils with an engine like pine cone. And then i'll be searching through the semantic meaning of the document rather than the words themselves.

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