Embeddings convert text to numerical vectors where similar meanings are close together in vector space.
Uses
- Semantic search
- Document clustering
- Retrieval augmentation
- Anomaly detection
Models
- OpenAI text-embedding
- Cohere embed
- Sentence transformers
- Domain-specific models