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AI Concepts Workshop

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Vector Embeddings

The 'Memory' and 'Meanings' behind AI applications.

Vector Embeddings

AI models convert text into lists of numbers called "Vectors". Similar concepts are stored close together in this mathematical space.

Vector Space (Simplified 2D)
King
Queen
Man
Woman
Dog
Puppy
Cat
Kitten
Apple

Click any word on the graph to see its numeric vector representation.

Vector Arithmetic

The most famous property of embeddings: you can do math with meaning.

King-Man+Woman=???