gcloud beta vector-search collections data-objects create

NAME

gcloud beta vector-search collections data-objects create - create a data object

SYNOPSIS

gcloud beta vector-search collections data-objects create (DATA_OBJECT : --collection=COLLECTION --location=LOCATION) [--data=DATA] [--vectors=[VECTORS,…]] [GCLOUD_WIDE_FLAG …]

DESCRIPTION

(BETA) Create a data object.

EXAMPLES

To create a data object my-do-1 in collection my-collection, project my-project and location us-central1, run:

gcloud beta vector-search collections data-objects create my-do-1 --collection=my-collection --location=us-central1 --data='{"director":"Frank
 Darabont","genre":"Drama","title":"The Shawshank
 Redemption","year":1994}' \
    --vectors='{"genre_embedding":{"dense":{"values":[0.4,0.5,0.6,0.\
7]}},"plot_embedding":{"dense":{"values":[0.1,0.2,0.3]}},"sparse_emb\
edding":{"sparse":{"indices":[1,5,10],"values":[0.1,0.5,0.21]}}}' \
    --project=my-project

POSITIONAL ARGUMENTS

DataObject resource - Identifier. The fully qualified resource name of the dataObject.

Format: projects/{project}/locations/{location}/collections/{collection}/dataObjects/{data_object_id} The data_object_id must be 1-63 characters long, and comply with RFC1035. 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 data_object 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.

DATA_OBJECT

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

To set the data_object attribute:

• provide the argument data_object 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 dataObject resource.

To set the collection attribute:

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

--location=LOCATION

The location id of the dataObject resource.

To set the location attribute:

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

FLAGS

--data=DATA

The data of the dataObject.

--vectors=[VECTORS,…]

The vectors of the dataObject.

KEY

Sets KEY value.

VALUE

Sets VALUE value.

dense

A dense vector.

values

The values of the vector.

sparse

A sparse vector.

indices

The corresponding indices for the values.

values

The values of the vector.

values

The values of the vector.

Shorthand Example:

--vectors=string={dense={values=[float]},sparse={indices=[int],values=[float]},values=[float]}

JSON Example:

--vectors='{"string": {"dense": {"values": [float]}, "sparse": {"indices": [int], "values": [float]}, "values": [float]}}'

File Example:

--vectors=path_to_file.(yaml|json)

GCLOUD WIDE FLAGS

These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.

Run $ gcloud help for details.

API REFERENCE

This command uses the vectorsearch/v1beta API. The full documentation for this API can be found at: https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/overview

NOTES

This command is currently in beta and might change without notice.