gcloud ml language classify-text

NAME
gcloud ml language classify-text - classifies input document into categories
SYNOPSIS
gcloud ml language classify-text (--content =CONTENT | --content-file =CONTENT_FILE) [--content-type =CONTENT_TYPE; default="plain-text"] [--language =LANGUAGE] [GCLOUD_WIDE_FLAG …]
DESCRIPTION
Classifies input document into categories. Returns a list of categories representing the document. Only the most relevant categories a document are returned e.g. if /Science and /Science/Astronomy both apply to a document, then only the /Science/Astronomy category is returned, as it is the more specific result.

Currently only English is supported for this feature.

EXAMPLES
To classify text in raw content 'Long Political Text.': 
gcloudmllanguageclassify-text--content='Long Political Text.'

To classify text in file 'myfile.txt': 

gcloudmllanguageclassify-text--content-file='myfile.txt'

To classify text in a remote file 'gs://bucket_name/mycontent.html' for Japanese language: 

gcloudmllanguageclassify-text--content-file='gs://bucket_name/mycontent.html'--content-type=HTML--language=ja-JP
REQUIRED FLAGS
Exactly one of these must be specified:
--content=CONTENT
Specify input text on the command line. Useful for experiments, or for extremely short text.
--content-file=CONTENT_FILE
Specify a local file or Google Cloud Storage (format gs://bucket/object) file path containing the text to be analyzed. More useful for longer text or data output from another system.
OPTIONAL FLAGS
--content-type=CONTENT_TYPE; default="plain-text"
Specify the format of the input text. CONTENT_TYPE must be one of: html, plain-text.
--language=LANGUAGE
Specify the language of the input text. If omitted, the server will attempt to auto-detect. Both ISO (such as en or es) and BCP-47 (such as en-US or ja-JP) language codes are accepted.
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 language/v1 API. The full documentation for this API can be found at: https://cloud.google.com/natural-language/
NOTES
These variants are also available: 
gcloudalphamllanguageclassify-text 
gcloudbetamllanguageclassify-text

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Last updated 2026年05月27日 UTC.