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

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

praisonai embed "Hello world" --model azure_ai/Cohere-embed-v3-english

Setup

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
• Azure OpenAI Embeddings