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Cohere’s faster query model barely dents retrieval quality in its tests

LaunchRAG

First reported · 23d ago · 1 source

Crest summary — written by AI from the 1 source below; every figure is checked against them · model deepseek-chat

Summary

Cohere released Embed 5 on Wednesday, letting teams index data with Embed 5 Pro and query it with a faster model that its tests show barely reduces retrieval quality.

Key facts

  • Cohere released Embed 5 on Wednesday.
  • Teams can index data with Embed 5 Pro.
  • The faster query model barely dented retrieval quality in Cohere's tests.

Why it matters

Teams building retrieval systems can pair Embed 5 Pro indexing with the faster query model, potentially cutting query cost or latency while keeping retrieval quality close to prior levels.

Companies

Technologies

  • Embed 5model
  • Embed 5 Promodel

Original sources (1)

The report this event was built from. Crest of Tech keeps no article bodies: the full text is at each source.

  1. The New StackOfficial · Primary
    Cohere’s faster query model barely dents retrieval quality in its tests · By Amanda Caswell
    Read at The New Stack
Cohere’s faster query model barely dents retrieval quality in its tests — Crest of Tech