Azure Embedding

Embed data using Azure’s API.

Configure via UI

1. Select Azure Embedding from the Embedding Model dropdown.
2. Enter your Azure API key, deployment name, endpoint name and API version.

Configure via API / Client

```python pipeline = { 'name': 'test-pipeline', 'transform_config': {...}, 'embedding_config': { 'type': 'AZURE_EMBEDDING', 'component': { 'azure_deployment': '', # editable 'api_key': '', # editable 'azure_endpoint': '', # editable 'api_version': '', # editable }, } 'data_sink_id': data_sink.id }

pipeline = client.pipelines.upsert_pipeline(request=pipeline)

</TabItem>
<TabItem value="typescript" label="TypeScript Client" default>
```Typescript
const pipeline = {
    'name': 'test-pipeline',
    'transform_config': {...},
    'embedding_config': {
        'type': 'AZURE_EMBEDDING',
        'component': {
            'deployment_name': '<YOUR_DEPLOYMENT_NAME>', # editable
            'api_key': '<YOUR_AZUREOPENAI_API_KEY>', # editable
            'azure_endpoint': '<YOUR AZURE_ENDPOINT>', # editable
            'api_version': '<YOUR AZURE_API_VERSION>', # editable
        },
    }
  'dataSinkId': data_sink.id
}

await client.pipelines.upsertPipeline({
projectId: projectId,
body: pipeline
})