JR AI Intelligence · Concept

Embeddings

Dense vector representations of text (or other modalities) used for similarity and retrieval.

Embeddings turn text (and other modalities) into vectors for similarity search — the backbone of most RAG systems. JR links embeddings to Academy topics and to retrieval use cases.

Vendor embedding pricing is not asserted unless it appears in the curated Solutions directory. Prefer official provider docs for current dimensions, multilingual support, and pricing.

Primary source: Cohere Embeddings documentation

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