Your RAG Is Underperforming Because Your Embeddings Are Too Simple

Cohere's Compass model tackles multi-aspect data, a core reason why retrieval-augmented generation systems fail on complex enterprise documents. It’s a move away from single-vector embeddings toward structured, context-aware representations.

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