Embeddings are numerical representations of text that capture semantic meaning — the mathematical foundation of how ChatGPT understands language.
Key Concepts
- Words and phrases are mapped to vectors in high-dimensional space
- Similar meanings cluster near each other
- 'King' - 'Man' + 'Woman' ≈ 'Queen' (classic example)
- OpenAI's embedding API allows developers to build semantic search and recommendation systems
Reference:
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