---
title: Azure
slug: /bundles-azure
---

import Icon from "@site/src/components/icon";
import PartialParams from '@site/docs/_partial-hidden-params.mdx';

<Icon name="Blocks" aria-hidden="true" /> [**Bundles**](/components-bundle-components) contain custom components that support specific third-party integrations with Langflow.

This page describes the components that are available in the **Azure** bundle.

## Azure OpenAI

This component generates text using [Azure OpenAI LLMs](https://learn.microsoft.com/en-us/azure/ai-services/openai/).

It can output either a **Model Response** ([`Message`](/data-types#message)) or a **Language Model** ([`LanguageModel`](/data-types#languagemodel)).
Specifically, the **Language Model** output is an instance of [`AzureChatOpenAI`](https://docs.langchain.com/oss/python/integrations/chat/azure_chat_openai) configured according to the component's parameters.

Use the **Language Model** output when you want to use an Azure OpenAI model as the LLM for another LLM-driven component, such as an **Agent** or **Smart Transform** component.

For more information, see [Language model components](/components-models).

### Azure OpenAI parameters

<PartialParams />

| Name | Type | Description |
|------|------|-------------|
| Model Name | String | Input parameter. Specifies the name of the Azure OpenAI model to be used for text generation. |
| Azure Endpoint | String | Input parameter. Your Azure endpoint, including the resource. |
| Deployment Name | String | Input parameter. Specifies the name of the deployment. |
| API Version | String | Input parameter. Specifies the version of the Azure OpenAI API to be used. |
| API Key | SecretString | Input parameter. Your Azure OpenAI API key. |
| Temperature | Float | Input parameter. Specifies the sampling temperature. Defaults to `1.0`. |
| Max Tokens | Integer | Input parameter. Specifies the maximum number of tokens to generate. Defaults to `1000`. |
| Input Value | String | Input parameter. Specifies the input text for text generation. |
| Stream | Boolean | Input parameter. Specifies whether to stream the response from the model. Default to `false`. |

## Azure OpenAI Embeddings

The **Azure OpenAI Embeddings** component generates embeddings using Azure OpenAI models.

For more information about using embedding model components in flows, see [Embedding model components](/components-embedding-models).

### Azure OpenAI Embeddings parameters

<PartialParams />

| Name | Type | Description |
|------|------|-------------|
| Model | String | Input parameter. The name of the model to use. Default: `text-embedding-3-small`. |
| Azure Endpoint | String | Input parameter. Your Azure endpoint, including the resource, such as `https://example-resource.azure.openai.com/`. |
| Deployment Name | String | Input parameter. The name of the deployment. |
| API Version | String | Input parameter. The API version to use, with options including various dates. |
| API Key | String | Input parameter. The API key required to access the Azure OpenAI service. |