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Update docs regarding the AutoMLText deprecation #114

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Update docs regarding the AutoMLText deprecation #114

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5 changes: 0 additions & 5 deletions docs/apache-airflow-providers-google/operators/cloud/automl.rst
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Expand Up @@ -109,11 +109,6 @@ available on the Vertex AI platform. Please use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLImageTrainingJobOperator` or
:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLVideoTrainingJobOperator`.

The Vertex AutoMLText API for model training is deprecated on September 15, 2024 and the other part will be deprecated
on June 15, 2025.
Please consider using fine tuning with Gemini model -
https://cloud.google.com/vertex-ai/generative-ai/docs/models/gemini-tuning.

You can find example on how to use VertexAI operators for AutoML Vision classification here:

.. exampleinclude:: /../../tests/system/providers/google/cloud/automl/example_automl_vision_classification.py
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10 changes: 6 additions & 4 deletions docs/apache-airflow-providers-google/operators/cloud/vertex_ai.rst
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Expand Up @@ -260,11 +260,13 @@ put dataset id to ``dataset_id`` parameter in operator.
How to run AutoML Text Training Job
:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLTextTrainingJobOperator`

Operator is deprecated, please use
:class:`~airflow.providers.google.cloud.operators.vertex_ai.generative_model.SupervisedFineTuningTrainOperator` over
the Gemini model.
More info: https://cloud.google.com/vertex-ai/generative-ai/docs/models/gemini-tuning#tuning-gemini
Operator is deprecated, the non-training (existing legacy models) AutoMLText API will be deprecated
on June 15, 2025.
There are 2 options for text classification, extraction, and sentiment analysis tasks replacement:
- Prompts with pre-trained Gemini model, using :class:`~airflow.providers.google.cloud.operators.vertex_ai.generative_model.TextGenerationModelPredictOperator`.
- Fine tuning over Gemini model, For more tailored results, using :class:`~airflow.providers.google.cloud.operators.vertex_ai.generative_model.SupervisedFineTuningTrainOperator`.

Please visit the https://cloud.google.com/vertex-ai/generative-ai/docs/models/gemini-tuning for more details.

How to run AutoML Video Training Job
:class:`~airflow.providers.google.cloud.operators.vertex_ai.auto_ml.CreateAutoMLVideoTrainingJobOperator`
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