Embedding
An embedding is a way of converting words, images, or other data into a list of numbers (a vector) that a computer can understand and compare.
How it works
It works by placing similar items close together in a mathematical space, allowing AI models to find relationships and patterns. This is fundamental for tasks like search, recommendations, and grouping similar content.
Examples
- 1.A search engine finding articles with similar meanings even if they use different words.
- 2.A music streaming service recommending songs based on the 'musical style' of your favorites.
- 3.A photo app grouping your pictures by automatically recognizing objects like 'beach' or 'birthday cake'.
