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Knowledge Cards / Embedding Types / Multi-vector Embeddings

Embedding Types

Multi-vector Embeddings

Usage of multiple vectors instead of one pooled vector to represent e.g., token-wise embeddings (e.g., ColBERT). Allows for more detailed representation of complex texts.