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56 lines
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56 lines
3.0 KiB
Plaintext
---
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title: Azure
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slug: /bundles-azure
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---
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import Icon from "@site/src/components/icon";
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import PartialParams from '@site/docs/_partial-hidden-params.mdx';
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<Icon name="Blocks" aria-hidden="true" /> [**Bundles**](/components-bundle-components) contain custom components that support specific third-party integrations with Langflow.
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This page describes the components that are available in the **Azure** bundle.
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## Azure OpenAI
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This component generates text using [Azure OpenAI LLMs](https://learn.microsoft.com/en-us/azure/ai-services/openai/).
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It can output either a **Model Response** ([`Message`](/data-types#message)) or a **Language Model** ([`LanguageModel`](/data-types#languagemodel)).
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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.
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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.
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For more information, see [Language model components](/components-models).
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### Azure OpenAI parameters
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<PartialParams />
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| Name | Type | Description |
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|------|------|-------------|
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| Model Name | String | Input parameter. Specifies the name of the Azure OpenAI model to be used for text generation. |
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| Azure Endpoint | String | Input parameter. Your Azure endpoint, including the resource. |
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| Deployment Name | String | Input parameter. Specifies the name of the deployment. |
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| API Version | String | Input parameter. Specifies the version of the Azure OpenAI API to be used. |
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| API Key | SecretString | Input parameter. Your Azure OpenAI API key. |
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| Temperature | Float | Input parameter. Specifies the sampling temperature. Defaults to `1.0`. |
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| Max Tokens | Integer | Input parameter. Specifies the maximum number of tokens to generate. Defaults to `1000`. |
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| Input Value | String | Input parameter. Specifies the input text for text generation. |
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| Stream | Boolean | Input parameter. Specifies whether to stream the response from the model. Default to `false`. |
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## Azure OpenAI Embeddings
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The **Azure OpenAI Embeddings** component generates embeddings using Azure OpenAI models.
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For more information about using embedding model components in flows, see [Embedding model components](/components-embedding-models).
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### Azure OpenAI Embeddings parameters
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<PartialParams />
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| Name | Type | Description |
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|------|------|-------------|
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| Model | String | Input parameter. The name of the model to use. Default: `text-embedding-3-small`. |
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| Azure Endpoint | String | Input parameter. Your Azure endpoint, including the resource, such as `https://example-resource.azure.openai.com/`. |
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| Deployment Name | String | Input parameter. The name of the deployment. |
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| API Version | String | Input parameter. The API version to use, with options including various dates. |
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| API Key | String | Input parameter. The API key required to access the Azure OpenAI service. | |