Manage index endpoints

The Vision Warehouse index endpoint is a managed environment that serves Vision Warehouse indexes. Index endpoints provide a single point of access for sending search requests. In order to search through your Vision Warehouse corpus, you need to first create an indexEndpoint resource and deploy your index to it.

Create an index endpoint

REST

To create an index endpoint, send a POST request by using the projects.locations.indexEndpoints.create method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.
INDEX_ENDPOINT_ID: (Optional) A user-provided value for the index endpoint ID. In this request, the value is added to the request URL in the form:
- https://REGIONALIZED_ENDPOINT/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints?index_endpoint_id=INDEX_ENDPOINT_ID

HTTP method and URL:

POST https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints

Request JSON body:

{
  "display_name": "DISPLAY_NAME",
  "description": "DESCRIPTION",
}

To send your request, choose one of these options:

curl

Note: The following command assumes that you have logged in to the gcloud CLI with your user account by running gcloud init or gcloud auth login , or by using Cloud Shell, which automatically logs you into the gcloud CLI . You can check the currently active account by running gcloud auth list.

Save the request body in a file named request.json, and execute the following command:

curl -X POST \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     -H "Content-Type: application/json; charset=utf-8" \
     -d @request.json \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints"

PowerShell

Note: The following command assumes that you have logged in to the gcloud CLI with your user account by running gcloud init or gcloud auth login . You can check the currently active account by running gcloud auth list.

Save the request body in a file named request.json, and execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method POST `
    -Headers $headers `
    -ContentType: "application/json; charset=utf-8" `
    -InFile request.json `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.visionai.v1.CreateIndexEndpointMetadata"
  }
}

Update an index endpoint

The UpdateIndexEndpoint API allows updating the metadata fields of the index endpoint, like display_name and description. Updating the labels field of an index endpoint is not allowed.

The update_mask field in the request, also known as the field mask, is used to specify the fields to be overwritten in the indexEndpoint resource by the update. The fields specified in the update_mask field are relative to the resource, not the full request. A field of the resource will be overwritten if it is in the mask. Empty field mask is not allowed. If the mask is "*", it triggers a full update of the index endpoint.

REST

To update an index endpoint, send a PATCH request by using the projects.locations.indexEndpoints.patch method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.
INDEX_ENDPOINT_ID: The ID of your target index endpoint.
?update_mask=fieldToUpdate: List of the available fields you want to apply the update to. Specify the corresponding values for the new fields in the request body. This new value replaces the existing field value. You can specify multiple fields as comma-separated values. Available fields:
- Display name: ?update_mask=display_name
- Description: ?update_mask=description
- Update all fields: ?update_mask=*

HTTP method and URL:

PATCH https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID?update_mask=display_name

Request JSON body:

{
  "display_name": "DISPLAY_NAME"
}

To send your request, choose one of these options:

curl

Save the request body in a file named request.json, and execute the following command:

curl -X PATCH \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     -H "Content-Type: application/json; charset=utf-8" \
     -d @request.json \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID?update_mask=display_name"

PowerShell

Save the request body in a file named request.json, and execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method PATCH `
    -Headers $headers `
    -ContentType: "application/json; charset=utf-8" `
    -InFile request.json `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID?update_mask=display_name" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.visionai.v1.UpdateIndexEndpointMetadata"
  }
}

List index endpoints

REST

To list the index endpoints under a Vision Warehouse project, send a GET request by using the projects.locations.indexEndpoints.list method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.

HTTP method and URL:

GET https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints

To send your request, choose one of these options:

curl

Execute the following command:

curl -X GET \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints"

PowerShell

Execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method GET `
    -Headers $headers `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "indexEndpoints": [
    {
      "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID_1",
      "displayName": "DISPLAY_NAME_1",
      "description": "DESCRIPTION_1",
      "state": "CREATED"
    },
    {
      "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID_2",
      "displayName": "DISPLAY_NAME_2",
      "description": "DESCRIPTION_2",
      "state": "CREATED"
    }
  ]
}

Get an index endpoint

REST

To get details about an index endpoint, send a GET request using the projects.locations.indexEndpoints.get method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.
INDEX_ENDPOINT_ID: The ID of your target index endpoint.

HTTP method and URL:

GET https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID

To send your request, choose one of these options:

curl

Execute the following command:

curl -X GET \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID"

PowerShell

Execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method GET `
    -Headers $headers `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID",
  "displayName": "DISPLAY_NAME",
  "description": "DESCRIPTION",
  "state": "CREATED"
}

Deploy index

REST

To deploy an index to an index endpoint, send a POST request using the projects.locations.indexEndpoints.deployIndex method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.
INDEX_ENDPOINT_ID: The ID of your target index endpoint.
CORPUS_ID: The ID of your target corpus.
INDEX_ID: The ID of your target index.

HTTP method and URL:

POST https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID:deployIndex

Request JSON body:

{
  "deployedIndex": {
    "index": "projects/PROJECT_NUMBER/locations/LOCATION_ID/corpora/CORPUS_ID/indexes/INDEX_ID"
  }
}

To send your request, choose one of these options:

curl

Save the request body in a file named request.json, and execute the following command:

curl -X POST \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     -H "Content-Type: application/json; charset=utf-8" \
     -d @request.json \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID:deployIndex"

PowerShell

Save the request body in a file named request.json, and execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method POST `
    -Headers $headers `
    -ContentType: "application/json; charset=utf-8" `
    -InFile request.json `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID:deployIndex" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.visionai.v1.DeployIndexMetadata",
    "deployedIndex": "projects/PROJECT_NUMBER/locations/LOCATION_ID/corpora/CORPUS_ID/indexes/INDEX_ID"
  }
}

Undeploy index

REST

To undeploy an index from an index endpoint, send a POST request using the projects.locations.indexEndpoints.undeployIndex method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.
INDEX_ENDPOINT_ID: The ID of your target index endpoint.

HTTP method and URL:

POST https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID:undeployIndex

To send your request, choose one of these options:

curl

Execute the following command:

curl -X POST \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     -H "Content-Type: application/json; charset=utf-8" \
     -d "" \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID:undeployIndex"

PowerShell

Execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method POST `
    -Headers $headers `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID:undeployIndex" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID/operations/OPERATION_ID",
  "metadata": {
    "@type": "type.googleapis.com/google.cloud.visionai.v1.UndeployIndexMetadata"
  }
}

Delete an index endpoint

An index endpoint can only be deleted if there is no index deployed to it. Undeploy the index prior to deleting an endpoint with an index deployed to it.

REST

To delete an index resource, send a DELETE request using the projects.locations.indexEndpoints.delete method.

Before using any of the request data, make the following replacements:

REGIONALIZED_ENDPOINT: Endpoint might include a prefix matching the LOCATION_ID such as europe-west4-. See more about regionalized endpoints.
PROJECT_NUMBER: Your Google Cloud project number.
LOCATION_ID: The region where you are using Vertex AI Vision. For example: us-central1, europe-west4. See available regions.
INDEX_ENDPOINT_ID: The ID of your target index endpoint.

HTTP method and URL:

DELETE https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID

To send your request, choose one of these options:

curl

Execute the following command:

curl -X DELETE \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID"

PowerShell

Execute the following command:

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method DELETE `
    -Headers $headers `
    -Uri "https://warehouse-visionai.googleapis.com/v1/projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID" | Select-Object -Expand Content

You should receive a JSON response similar to the following:

{
  "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/indexEndpoints/INDEX_ENDPOINT_ID/operations/OPERATION_ID"
}