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Using Azure OpenAI with Flowstack

Azure OpenAI can be integrated with Flowstack using REST API, Python, and Node.js. Below are the implementation details for each method.

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1. Using REST API

To make a request to Azure OpenAI using the REST API, use the following Curl command. Replace YOUR_AZURE_KEY, YOUR_AZURE_MODEL, and YOUR_AZURE_DOMAIN with your Azure key, model name, and domain, respectively.

curl --request POST \
--url "https://openai.flowstack.ai/v1/chat/completions" \
--header "Authorization: Bearer YOUR_AZURE_KEY" \
--header "Content-Type: application/json" \
--header "Flowstack-Auth: Bearer YOUR_FLOWSTACK_KEY" \
--header "Azure-Domain: YOUR_AZURE_DOMAIN.openai.azure.com" \
--data '{
    "model": "YOUR_AZURE_MODEL",
    "messages": [
        {
            "role": "user",
            "content": "Hi!"
        }
    ]
}'

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2. Using Python

For integrating Azure OpenAI with Python, use the following script. Be sure to replace YOUR_AZURE_KEY, YOUR_AZURE_DOMAIN, and YOUR_FLOWSTACK_KEY with your Azure API key, domain, and Flowstack key.

from openai import AzureOpenAI

client = AzureOpenAI(
    api_version="2023-05-15",
    azure_endpoint="https://openai.flowstack.ai",
    api_key="YOUR_AZURE_KEY",
    default_headers={
        "Flowstack-Auth": "Bearer YOUR_FLOWSTACK_KEY",
        "Azure-Domain": "YOUR_AZURE_DOMAIN.openai.azure.com",
    }
)

completion = client.chat.completions.create(
    model="YOUR_AZURE_MODEL",
    messages=[
        {
            "role": "user",
            "content": "Hi!",
        },
    ],
)

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3. Using Node.js

For Node.js integration with Azure OpenAI, follow the example below. Replace YOUR_AZURE_API_KEY, YOUR_AZURE_DOMAIN, YOUR_AZURE_MODEL, and YOUR_FLOWSTACK_KEY with the respective credentials.

import OpenAI from 'openai';

const openai = new OpenAI({
    apiKey: YOUR_AZURE_API_KEY,
    baseURL: "https://YOUR_AZURE_DOMAIN.openai.azure.com/openai/deployments/YOUR_AZURE_MODEL",
    defaultQuery: { 'api-version': '2023-05-15' },
    defaultHeaders: { 
        "Flowstack-Auth": "Bearer YOUR_FLOWSTACK_KEY",
        "Azure-Domain": "YOUR_AZURE_DOMAIN.openai.azure.com"
    },
});

const response = await openai.createChatCompletion({
    model: "gpt-3.5-turbo",
    messages: [
        {"role": "user", "content": "Hello!"}
    ]
});

console.log(response.data);

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Streaming Support

Please note that Flowstack’s Azure AI integration supports streaming responses.

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