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Text Embedding 005

Text Embedding 005 is an English-language text embedding model with a 66.31% average Massive Text Embedding Benchmark (MTEB) score at 768 dimensions, supporting dynamic embedding sizes down to 256 dimensions to reduce storage and compute costs with minor performance tradeoffs.

index.ts
import { embed } from 'ai';


const result = await embed({
  model: 'google/text-embedding-005',
  value: 'Sunny day at the beach',
})
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Provider
Context
Latency
Throughput
Input
Output
Cache
Web Search
Per Query
Capabilities
ZDR
No Training
Release Date
Google Vertex AI
$0.03/M——
08/01/2024