> ## Documentation Index
> Fetch the complete documentation index at: https://docs.praison.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Azure AI Embeddings

> Generate embeddings using Azure AI Studio models

## Overview

Azure AI provides access to various embedding models through Azure AI Studio, including Cohere models.

## Quick Start

```python theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
from praisonaiagents import embedding

result = embedding(
    input="Hello world",
    model="azure_ai/Cohere-embed-v3-english"
)
print(f"Dimensions: {len(result.embeddings[0])}")
```

## CLI Usage

```bash theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
praisonai embed "Hello world" --model azure_ai/Cohere-embed-v3-english
```

## Setup

```bash theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
export AZURE_AI_API_KEY="your-azure-ai-api-key"
export AZURE_AI_API_BASE="https://your-endpoint.inference.ai.azure.com"
```

## Available Models

| Model                                   | Dimensions |
| --------------------------------------- | ---------- |
| `azure_ai/Cohere-embed-v3-english`      | 1024       |
| `azure_ai/Cohere-embed-v3-multilingual` | 1024       |

## Related

* [Embedding Providers Overview](/docs/embeddings/index)
* [Azure OpenAI Embeddings](/docs/embeddings/providers/azure)