gcloud beta vector-search collections indexes create

gcloud beta vector-search collections indexes create - create an index

gcloud beta vector-search collections indexes create (INDEX : --collection=COLLECTION --location=LOCATION) --index-field=INDEX_FIELD [--async] [--description=DESCRIPTION] [--display-name=DISPLAY_NAME] [--distance-metric=DISTANCE_METRIC] [--filter-fields=[FILTER_FIELDS,…]] [--labels=[LABELS,…]] [--request-id=REQUEST_ID] [--store-fields=[STORE_FIELDS,…]] [GCLOUD_WIDE_FLAG …]

gcloud beta vector-search collections indexes create my-index --collection=my-collection --location=us-central1 --index-field='my-embedding-field' --display-name='My Index' --project=my-project

To create an index my-index-2 on field my-embedding-field for collection my-collection in project my-project and location us-central1, with filter fields genre and year and store fields title, run:

gcloud beta vector-search collections indexes create my-index-2 --collection=my-collection --location=us-central1 --index-field='my-embedding-field' --display-name='My Index 2' --filter-fields=genre,year --store-fields=title --project=my-project

Index resource - Identifier. name of resource The arguments in this group can be used to specify the attributes of this resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways.

To set the project attribute:

• provide the argument index on the command line with a fully specified name;
• provide the argument --project on the command line;
• set the property core/project.

This must be specified.

INDEX

ID of the index or fully qualified identifier for the index.

To set the index attribute:

• provide the argument index on the command line.

This positional argument must be specified if any of the other arguments in this group are specified.

--collection=COLLECTION

The collection id of the index resource.

To set the collection attribute:

• provide the argument index on the command line with a fully specified name;
• provide the argument --collection on the command line.

--location=LOCATION

The location id of the index resource.

To set the location attribute:

• provide the argument index on the command line with a fully specified name;
• provide the argument --location on the command line.

--index-field=INDEX_FIELD

The collection schema field to index.

--async

Return immediately, without waiting for the operation in progress to complete.

--description=DESCRIPTION

User-specified description of the index

--display-name=DISPLAY_NAME

User-specified display name of the index

--distance-metric=DISTANCE_METRIC

Distance metric used for indexing. If not specified, will default to DOT_PRODUCT. DISTANCE_METRIC must be one of:

cosine-distance

Cosine distance metric.

dot-product

Dot product distance metric.

--filter-fields=[FILTER_FIELDS,…]

The fields to push into the index to enable fast ANN inline filtering.

--labels=[LABELS,…]

Labels as key value pairs.

KEY

Keys must start with a lowercase character and contain only hyphens (-), underscores (_), lowercase characters, and numbers.

VALUE

Values must contain only hyphens (-), underscores (_), lowercase characters, and numbers.

Shorthand Example:

--labels=string=string

JSON Example:

--labels='{"string": "string"}'

File Example:

--labels=path_to_file.(yaml|json)

--request-id=REQUEST_ID

An optional request ID to identify requests. Specify a unique request ID so that if you must retry your request, the server will know to ignore the request if it has already been completed. The server will guarantee that for at least 60 minutes since the first request.

For example, consider a situation where you make an initial request and the request times out. If you make the request again with the same request ID, the server can check if original operation with the same request ID was received, and if so, will ignore the second request. This prevents clients from accidentally creating duplicate commitments.

The request ID must be a valid UUID with the exception that zero UUID is not supported (00000000-0000-0000-0000-000000000000).

--store-fields=[STORE_FIELDS,…]

The fields to push into the index to enable inline data retrieval.

Run $ gcloud help for details.