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google-ai-generativelanguage

Google Ai Generativelanguage API client library

Description

Python Client for Generative Language API ========================================= |preview| |pypi| |versions| `Generative Language API`_: The Gemini API allows developers to build generative AI applications using Gemini models. Gemini is our most capable model, built from the ground up to be multimodal. It can generalize and seamlessly understand, operate across, and combine different types of information including language, images, audio, video, and code. You can use the Gemini API for use cases like reasoning across text and images, content generation, dialogue agents, summarization and classification systems, and more. - `Client Library Documentation`_ - `Product Documentation`_ .. |preview| image:: https://img.shields.io/badge/support-preview-orange.svg :target: https://github.com/googleapis/google-cloud-python/blob/main/README.rst#stability-levels .. |pypi| image:: https://img.shields.io/pypi/v/google-ai-generativelanguage.svg :target: https://pypi.org/project/google-ai-generativelanguage/ .. |versions| image:: https://img.shields.io/pypi/pyversions/google-ai-generativelanguage.svg :target: https://pypi.org/project/google-ai-generativelanguage/ .. _Generative Language API: https://ai.google.dev/docs .. _Client Library Documentation: https://googleapis.dev/python/generativelanguage/latest .. _Product Documentation: https://ai.google.dev/docs Quick Start ----------- In order to use this library, you first need to go through the following steps: 1. `Select or create a Cloud Platform project.`_ 2. `Enable billing for your project.`_ 3. `Enable the Generative Language API.`_ 4. `Set up Authentication.`_ .. _Select or create a Cloud Platform project.: https://console.cloud.google.com/project .. _Enable billing for your project.: https://cloud.google.com/billing/docs/how-to/modify-project#enable_billing_for_a_project .. _Enable the Generative Language API.: https://ai.google.dev/docs .. _Set up Authentication.: https://googleapis.dev/python/google-api-core/latest/auth.html Installation ~~~~~~~~~~~~ Install this library in a virtual environment using `venv`_. `venv`_ is a tool that creates isolated Python environments. These isolated environments can have separate versions of Python packages, which allows you to isolate one project's dependencies from the dependencies of other projects. With `venv`_, it's possible to install this library without needing system install permissions, and without clashing with the installed system dependencies. .. _`venv`: https://docs.python.org/3/library/venv.html Code samples and snippets ~~~~~~~~~~~~~~~~~~~~~~~~~ Code samples and snippets live in the `samples/`_ folder. .. _samples/: https://github.com/googleapis/google-cloud-python/tree/main/packages/google-ai-generativelanguage/samples Supported Python Versions ^^^^^^^^^^^^^^^^^^^^^^^^^ Our client libraries are compatible with all current `active`_ and `maintenance`_ versions of Python. Python >= 3.9, including 3.14 .. _active: https://devguide.python.org/devcycle/#in-development-main-branch .. _maintenance: https://devguide.python.org/devcycle/#maintenance-branches Unsupported Python Versions ^^^^^^^^^^^^^^^^^^^^^^^^^^^ Python <= 3.8 If you are using an `end-of-life`_ version of Python, we recommend that you update as soon as possible to an actively supported version. .. _end-of-life: https://devguide.python.org/devcycle/#end-of-life-branches Mac/Linux ^^^^^^^^^ .. code-block:: console python3 -m venv <your-env> source <your-env>/bin/activate pip install google-ai-generativelanguage Windows ^^^^^^^ .. code-block:: console py -m venv <your-env> .\<your-env>\Scripts\activate pip install google-ai-generativelanguage Next Steps ~~~~~~~~~~ - Read the `Client Library Documentation`_ for Generative Language API to see other available methods on the client. - Read the `Generative Language API Product documentation`_ to learn more about the product and see How-to Guides. - View this `README`_ to see the full list of Cloud APIs that we cover. .. _Generative Language API Product documentation: https://ai.google.dev/docs .. _README: https://github.com/googleapis/google-cloud-python/blob/main/README.rst Logging ------- This library uses the standard Python :code:`logging` functionality to log some RPC events that could be of interest for debugging and monitoring purposes. Note the following: #. Logs may contain sensitive information. Take care to **restrict access to the logs** if they are saved, whether it be on local storage or on Google Cloud Logging. #. Google may refine the occurrence, level, and content of various log messages in this library without flagging such changes as breaking. **Do not depend on immutability of the logging events**. #. By default, the logging events from this library are not handled. You must **explicitly configure log handling** using one of the mechanisms below. Simple, environment-based configuration ~~~~~~~~~~~~~~~~~

Release History

VersionChangesUrgencyDate
0.11.0Imported from PyPI (0.11.0)Low4/21/2026
bigquery-magics-v0.14.0## [v0.14.0](https://github.com/googleapis/google-cloud-python/compare/bigquery-magics-v0.13.0...bigquery-magics-v0.14.0) (2026-04-14)Medium4/14/2026
google-cloud-firestore-v2.27.0## [v2.27.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-firestore-v2.26.0...google-cloud-firestore-v2.27.0) (2026-04-13)Medium4/13/2026
google-cloud-dataproc-v5.27.0## [v5.27.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-dataproc-v5.26.0...google-cloud-dataproc-v5.27.0) (2026-04-13)Medium4/13/2026
google-cloud-spanner-v3.65.0## [v3.65.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-spanner-v3.64.0...google-cloud-spanner-v3.65.0) (2026-04-13)Medium4/13/2026
google-cloud-vectorsearch-v0.10.0## [v0.10.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-vectorsearch-v0.9.0...google-cloud-vectorsearch-v0.10.0) (2026-04-13)Medium4/13/2026
pandas-gbq-v0.35.0## [v0.35.0](https://github.com/googleapis/google-cloud-python/compare/pandas-gbq-v0.34.1...pandas-gbq-v0.35.0) (2026-04-09) ### Features * drop support for Python 3.9 (#16476) ([f38cd44b](https://github.com/googleapis/google-cloud-python/commit/f38cd44b))Medium4/9/2026
google-cloud-translate-v3.26.0## [v3.26.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-translate-v3.25.0...google-cloud-translate-v3.26.0) (2026-04-09) ### Features * A new field `mime_type` is added to message `.google.cloud.translation.v3.AdaptiveMtTranslateRequest` (PiperOrigin-RevId: 895422613) ([56ccbd86](https://github.com/googleapis/google-cloud-python/commit/56ccbd86))Medium4/9/2026
google-cloud-pubsub-v2.37.0## [v2.37.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-pubsub-v2.36.0...google-cloud-pubsub-v2.37.0) (2026-04-09) ### Documentation * Fix documentation URL AIInference MessageTransform service_account_email field (PiperOrigin-RevId: 895485801) ([56ccbd86](https://github.com/googleapis/google-cloud-python/commit/56ccbd86))Medium4/9/2026
google-cloud-iamconnectorcredentials-v0.1.0## [v0.1.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-iamconnectorcredentials-v0.0.0...google-cloud-iamconnectorcredentials-v0.1.0) (2026-04-09) ### Features * onboard a new library (PiperOrigin-RevId: 889980347) ([2a3458c8](https://github.com/googleapis/google-cloud-python/commit/2a3458c8))Medium4/9/2026
google-cloud-dlp-v3.36.0## [v3.36.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-dlp-v3.35.0...google-cloud-dlp-v3.36.0) (2026-04-09) ### Features * added support for detecting key-value pairs in client provided metadata (PiperOrigin-RevId: 895098649) ([56ccbd86](https://github.com/googleapis/google-cloud-python/commit/56ccbd86))Medium4/9/2026
google-cloud-appoptimize-v0.1.0## [v0.1.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-appoptimize-v0.0.0...google-cloud-appoptimize-v0.1.0) (2026-04-09) ### Features * onboard a new library (PiperOrigin-RevId: 895558469) ([8e92bae8](https://github.com/googleapis/google-cloud-python/commit/8e92bae8))Medium4/9/2026
google-auth-v2.49.2## [v2.49.2](https://github.com/googleapis/google-cloud-python/compare/google-auth-v2.49.1...google-auth-v2.49.2) (2026-04-09) ### Bug Fixes * use requests transport for GCE MDS (#16480) ([614a3d04](https://github.com/googleapis/google-cloud-python/commit/614a3d04))Medium4/9/2026
google-apps-chat-v0.8.0## [v0.8.0](https://github.com/googleapis/google-cloud-python/compare/google-apps-chat-v0.7.0...google-apps-chat-v0.8.0) (2026-04-09) ### Features * Addition of Section and SectionItem APIs (PiperOrigin-RevId: 893488928) ([56ccbd86](https://github.com/googleapis/google-cloud-python/commit/56ccbd86)) * Support app authentication with admin-consent scopes for Chat API ListMessages, GetMessage, GetSpaceEvent and ListSpaceEvents (PiperOrigin-RevId: 893619899) ([56ccbd86](https://github.com/googleMedium4/9/2026
google-api-core-v2.30.3## [v2.30.3](https://github.com/googleapis/google-cloud-python/compare/google-api-core-v2.30.2...google-api-core-v2.30.3) (2026-04-09) ### Bug Fixes * avoid repeated scan of entire venv via packages_distributions() at import time (#16579) ([c5728b24](https://github.com/googleapis/google-cloud-python/commit/c5728b24))Medium4/9/2026
bigquery-magics-v0.13.0## [v0.13.0](https://github.com/googleapis/google-cloud-python/compare/bigquery-magics-v0.12.2...bigquery-magics-v0.13.0) (2026-04-09) ### Features * drop support for Python 3.9 (#16587) ([961eacd0](https://github.com/googleapis/google-cloud-python/commit/961eacd0)) * deprecate `--engine=bigframes`, run `%load_ext bigframes` and use `%%bqsql` magics instead (#16573) ([dbaf8f54](https://github.com/googleapis/google-cloud-python/commit/dbaf8f54))Medium4/9/2026
googleapis-common-protos-v1.74.0## [v1.74.0](https://github.com/googleapis/google-cloud-python/compare/googleapis-common-protos-v1.73.1...googleapis-common-protos-v1.74.0) (2026-04-02) ### Features * publish new error reasons (PiperOrigin-RevId: 889289393) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * add origin to AttributeContext.Request (PiperOrigin-RevId: 892442206) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * publish client batch config schema (PMedium4/2/2026
google-maps-geocode-v0.2.0## [v0.2.0](https://github.com/googleapis/google-cloud-python/compare/google-maps-geocode-v0.1.0...google-maps-geocode-v0.2.0) (2026-04-02) ### Features * make the Place ID format consistent (PiperOrigin-RevId: 890102125) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) ### Documentation * update the navigation point usage enum documentation (PiperOrigin-RevId: 890102125) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616))Medium4/2/2026
google-cloud-texttospeech-v2.36.0## [v2.36.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-texttospeech-v2.35.0...google-cloud-texttospeech-v2.36.0) (2026-04-02) ### Features * Mark `advanced_voice_options` as optional. (PiperOrigin-RevId: 892462011) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * Support safety settings for Gemini voices and deprecate `relax_safety_filters` (PiperOrigin-RevId: 892462011) ([c36aa616](https://github.com/googleapis/google-cloud-pythonMedium4/2/2026
google-cloud-securesourcemanager-v0.5.0## [v0.5.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-securesourcemanager-v0.4.0...google-cloud-securesourcemanager-v0.5.0) (2026-04-02) ### Features * Add option to require code owner approval in branch rules (PiperOrigin-RevId: 889991858) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * Add force option to DeleteInstance request (PiperOrigin-RevId: 889991858) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c3Medium4/2/2026
google-cloud-network-security-v0.13.0## [v0.13.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-network-security-v0.12.0...google-cloud-network-security-v0.13.0) (2026-04-02) ### Features * Publish proto definitions for AuthzPolicy, TlsInspectionPolicy, GatewaySecurityPolicy, GatewaySecurityPolicyRule, and UrlList (PiperOrigin-RevId: 889789965) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * Publish proto definitions for SSG (PiperOrigin-RevId: 889789965) ([c36aa616](httMedium4/2/2026
google-cloud-netapp-v0.9.0## [v0.9.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-netapp-v0.8.0...google-cloud-netapp-v0.9.0) (2026-04-02) ### Features * Add ONTAP passthrough APIs Adds the following new methods for direct ONTAP API interaction: - ExecuteOntapPost - ExecuteOntapGet - ExecuteOntapDelete - ExecuteOntapPatch `StoragePoolType` (PiperOrigin-RevId: 889585893) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) ### Bug Fixes * An existing value `UNIFIEDMedium4/2/2026
google-cloud-ndb-v2.4.2## [v2.4.2](https://github.com/googleapis/google-cloud-python/compare/google-cloud-ndb-v2.4.1...google-cloud-ndb-v2.4.2) (2026-04-02) ### Bug Fixes * allow redis 7.x (#16533) ([4c541cf2](https://github.com/googleapis/google-cloud-python/commit/4c541cf2))Medium4/2/2026
google-cloud-documentai-v3.14.0## [v3.14.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-documentai-v3.13.0...google-cloud-documentai-v3.14.0) (2026-04-02) ### Features * Added a fields for image and table annotation output (PiperOrigin-RevId: 893028748) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * Update comments for proto fields (PiperOrigin-RevId: 893028748) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616))Medium4/2/2026
google-cloud-dataflow-client-v0.13.0## [v0.13.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-dataflow-client-v0.12.0...google-cloud-dataflow-client-v0.13.0) (2026-04-02) ### Features * add sha256 field to Package proto (PiperOrigin-RevId: 891887357) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * Add Pausing/Yaml capabilities to public protos (PiperOrigin-RevId: 891736643) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616))Medium4/2/2026
google-cloud-ces-v0.4.0## [v0.4.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-ces-v0.3.0...google-cloud-ces-v0.4.0) (2026-04-02) ### Features * deprecate `root_agent` in message `.google.cloud.ces.v1beta.AgentTool` in favor of new `agent` field. (PiperOrigin-RevId: 892390364) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * update public libraries for CES v1beta (PiperOrigin-RevId: 892390364) ([c36aa616](https://github.com/googleapis/google-cloud-python/cMedium4/2/2026
google-cloud-bigtable-v2.36.0## [v2.36.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-bigtable-v2.35.0...google-cloud-bigtable-v2.36.0) (2026-04-02) ### Features * add TieredStorageConfig to table admin api (PiperOrigin-RevId: 863493708) ([778ae571](https://github.com/googleapis/google-cloud-python/commit/778ae571)) * add data model for client side metrics (#1187) ([db8d5286](https://github.com/googleapis/google-cloud-python/commit/db8d5286)) ### Bug Fixes * allow empty location for cluster uMedium4/2/2026
google-api-core-v2.30.2## [v2.30.2](https://github.com/googleapis/google-cloud-python/compare/google-api-core-v2.30.1...google-api-core-v2.30.2) (2026-04-02) ### Bug Fixes * allow Protobuf 7.x (#16532) ([ffb4b712](https://github.com/googleapis/google-cloud-python/commit/ffb4b712))Medium4/2/2026
google-ads-datamanager-v0.8.0## [v0.8.0](https://github.com/googleapis/google-cloud-python/compare/google-ads-datamanager-v0.7.0...google-ads-datamanager-v0.8.0) (2026-04-02) ### Features * add INVALID_MERCHANT_ID to the ErrorReason enum for when the merchant_id field is not valid (PiperOrigin-RevId: 889816734) ([c36aa616](https://github.com/googleapis/google-cloud-python/commit/c36aa616)) * add EU_POLITICAL_ADVERTISING_DECLARATION_REQUIRED to the ErrorReason enum for campaigns missing the EU political advertising declarMedium4/2/2026
gcp-sphinx-docfx-yaml-v3.2.5## [v3.2.5](https://github.com/googleapis/google-cloud-python/compare/gcp-sphinx-docfx-yaml-v3.2.4...gcp-sphinx-docfx-yaml-v3.2.5) (2026-04-02) ### Bug Fixes * do not store reference to algorithms dict on PyJWK (&amp;lt;a href=&amp;#34;https://redirect.github.com/jpadilla/pyjwt/issues/1143&amp;#34;&amp;gt;#1143&amp;lt;/a&amp;gt;)&amp;lt;/li&amp;gt; &amp;lt;li&amp;gt;&amp;lt;a href=&amp;#34;https://github.com/jpadilla/pyjwt/commit/f3ba74c106df9ce10e272dfaad96acb4ab3ef5a5&amp;#34;&amp;gt;&amp;ltMedium4/2/2026
gapic-generator-v1.30.14## [v1.30.14](https://github.com/googleapis/google-cloud-python/compare/gapic-generator-v1.30.13...gapic-generator-v1.30.14) (2026-04-02) ### Bug Fixes * Use proper SPDX license identifier (#2594) ([2b3b06c2](https://github.com/googleapis/google-cloud-python/commit/2b3b06c2)) * async samples missing await (#2577) ([6ccd3710](https://github.com/googleapis/google-cloud-python/commit/6ccd3710))Medium4/2/2026
google-cloud-spanner-v3.64.0## [v3.64.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-spanner-v3.63.0...google-cloud-spanner-v3.64.0) (2026-04-01) ### Features * use inline begin to eliminate BeginTransaction RPC (#1502) ([00d5f8e6](https://github.com/googleapis/google-cloud-python/commit/00d5f8e6)) * add TLS/mTLS support for experimental host (#1479) ([0c4c5da3](https://github.com/googleapis/google-cloud-python/commit/0c4c5da3)) * add Client Context support to options (#1499) ([0da5f785](httpMedium4/1/2026
google-cloud-documentai-toolbox-v0.15.2## [v0.15.2](https://github.com/googleapis/google-cloud-python/compare/google-cloud-documentai-toolbox-v0.15.1-alpha.1...google-cloud-documentai-toolbox-v0.15.2) (2026-03-31) ### Chore * Bump version to 0.15.2 without any other code changesMedium3/31/2026
grpc-google-iam-v1-v0.14.4## [v0.14.4](https://github.com/googleapis/google-cloud-python/compare/grpc-google-iam-v1-v0.14.3...grpc-google-iam-v1-v0.14.4) (2026-03-31)Medium3/31/2026
google-cloud-ids-v1.13.0## [v1.13.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-ids-v1.12.0...google-cloud-ids-v1.13.0) (2026-03-26)Medium3/27/2026
google-cloud-iap-v1.21.0## [v1.21.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-iap-v1.20.0...google-cloud-iap-v1.21.0) (2026-03-26)Medium3/27/2026
google-cloud-iam-logging-v1.7.0## [v1.7.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-iam-logging-v1.6.0...google-cloud-iam-logging-v1.7.0) (2026-03-26)Medium3/27/2026
google-cloud-iam-v2.22.0## [v2.22.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-iam-v2.21.0...google-cloud-iam-v2.22.0) (2026-03-26)Medium3/27/2026
google-cloud-hypercomputecluster-v0.4.0## [v0.4.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-hypercomputecluster-v0.3.0...google-cloud-hypercomputecluster-v0.4.0) (2026-03-26)Medium3/27/2026
google-cloud-gsuiteaddons-v0.5.0## [v0.5.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gsuiteaddons-v0.4.0...google-cloud-gsuiteaddons-v0.5.0) (2026-03-26)Medium3/27/2026
google-cloud-gkerecommender-v0.3.0## [v0.3.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gkerecommender-v0.2.0...google-cloud-gkerecommender-v0.3.0) (2026-03-26)Medium3/27/2026
google-cloud-gke-multicloud-v0.9.0## [v0.9.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gke-multicloud-v0.8.0...google-cloud-gke-multicloud-v0.9.0) (2026-03-26)Medium3/27/2026
google-cloud-gke-hub-v1.23.0## [v1.23.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gke-hub-v1.22.0...google-cloud-gke-hub-v1.23.0) (2026-03-26)Medium3/27/2026
google-cloud-gke-connect-gateway-v0.13.0## [v0.13.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gke-connect-gateway-v0.12.0...google-cloud-gke-connect-gateway-v0.13.0) (2026-03-26)Medium3/27/2026
google-cloud-gke-backup-v0.8.0## [v0.8.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gke-backup-v0.7.0...google-cloud-gke-backup-v0.8.0) (2026-03-26)Medium3/27/2026
google-cloud-geminidataanalytics-v0.12.0## [v0.12.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-geminidataanalytics-v0.11.0...google-cloud-geminidataanalytics-v0.12.0) (2026-03-26)Medium3/27/2026
google-cloud-gdchardwaremanagement-v0.5.0## [v0.5.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-gdchardwaremanagement-v0.4.0...google-cloud-gdchardwaremanagement-v0.5.0) (2026-03-26)Medium3/27/2026
google-cloud-functions-v1.23.0## [v1.23.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-functions-v1.22.0...google-cloud-functions-v1.23.0) (2026-03-26)Medium3/27/2026
google-cloud-financialservices-v0.4.0## [v0.4.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-financialservices-v0.3.0...google-cloud-financialservices-v0.4.0) (2026-03-26)Medium3/27/2026
google-cloud-filestore-v1.16.0## [v1.16.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-filestore-v1.15.0...google-cloud-filestore-v1.16.0) (2026-03-26)Medium3/27/2026
google-cloud-eventarc-v1.20.0## [v1.20.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-eventarc-v1.19.0...google-cloud-eventarc-v1.20.0) (2026-03-26)Medium3/27/2026

Dependencies & License Audit

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