# Embed 5 Fast

Cohere's lightweight embedding model optimized for low latency and high throughput in interactive search, agent loops, and high-volume retrieval. Embed 5 Fast supports text, images, and mixed content, over 100 languages, and a 128,000-token context window, with output dimensions from 256 to 2,048. It shares an embedding space with Embed 5 Pro.

- **Model ID:** `cohere/embed-v5.0-fast`
- **Type:** embedding
- **Providers:** cohere
- **Context window:** 128,000
- **Maximum output tokens:** 0
- **Pricing:** $0.08/1M input tokens
- **Canonical page:** https://vercel.com/ai-gateway/models/embed-v5.0-fast

## Supported parameters

Detailed capability metadata has not been reported for this model.

## Example

```ts
import { embed } from 'ai';

const result = await embed({
  model: 'cohere/embed-v5.0-fast',
  value: 'Sunny day at the beach',
})
```

## Links

- [Model page](https://vercel.com/ai-gateway/models/embed-v5.0-fast)
- [AI Gateway documentation](https://vercel.com/docs/ai-gateway)
- [Provider model documentation](https://docs.cohere.com/docs/cohere-embed)
- [Provider pricing](https://cohere.com/pricing)