Overview
Embeddings translate human-understandable data (like words or images) into lists of numbers (vectors) that computers can process mathematically.
Semantic Meaning
In a good embedding space, the word 'king' would be closer to 'queen' than to 'apple,' reflecting their semantic relationship.
Applications
- Search engines
- Recommendation systems
- Input for LLMs and other neural networks