diff --git a/generative_ai/image_generation/generate_image.py b/generative_ai/image_generation/generate_image.py
deleted file mode 100644
index 397119a23f5..00000000000
--- a/generative_ai/image_generation/generate_image.py
+++ /dev/null
@@ -1,73 +0,0 @@
-# Copyright 2024 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-"""Google Cloud Vertex AI sample for generating an image using only
-    descriptive text as an input.
-"""
-import os
-
-from vertexai.preview import vision_models
-
-PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
-
-
-def generate_image(
-    output_file: str, prompt: str
-) -> vision_models.ImageGenerationResponse:
-    # [START generativeaionvertexai_imagen_generate_image]
-
-    import vertexai
-    from vertexai.preview.vision_models import ImageGenerationModel
-
-    # TODO(developer): Update and un-comment below lines
-    # PROJECT_ID = "your-project-id"
-    # output_file = "input-image.png"
-    # prompt = "" # The text prompt describing what you want to see.
-
-    vertexai.init(project=PROJECT_ID, location="us-central1")
-
-    model = ImageGenerationModel.from_pretrained("imagen-3.0-generate-002")
-
-    images = model.generate_images(
-        prompt=prompt,
-        # Optional parameters
-        number_of_images=1,
-        language="en",
-        # You can't use a seed value and watermark at the same time.
-        # add_watermark=False,
-        # seed=100,
-        aspect_ratio="1:1",
-        safety_filter_level="block_some",
-        person_generation="allow_adult",
-    )
-
-    images[0].save(location=output_file, include_generation_parameters=False)
-
-    # Optional. View the generated image in a notebook.
-    # images[0].show()
-
-    print(f"Created output image using {len(images[0]._image_bytes)} bytes")
-    # Example response:
-    # Created output image using 1234567 bytes
-
-    # [END generativeaionvertexai_imagen_generate_image]
-
-    return images
-
-
-if __name__ == "__main__":
-    generate_image(
-        output_file="test_resources/dog_newspaper.png",
-        prompt="A dog reading a newspaper",
-    )
diff --git a/generative_ai/image_generation/generate_image_test.py b/generative_ai/image_generation/generate_image_test.py
deleted file mode 100644
index ed8ab2b8bf5..00000000000
--- a/generative_ai/image_generation/generate_image_test.py
+++ /dev/null
@@ -1,36 +0,0 @@
-# Copyright 2024 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import os
-
-import backoff
-
-from google.api_core.exceptions import ResourceExhausted
-
-import generate_image
-
-
-_RESOURCES = os.path.join(os.path.dirname(__file__), "test_resources")
-_OUTPUT_FILE = os.path.join(_RESOURCES, "dog_newspaper.png")
-_PROMPT = "a dog reading a newspaper"
-
-
-@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=60)
-def test_generate_image() -> None:
-    response = generate_image.generate_image(
-        _OUTPUT_FILE,
-        _PROMPT,
-    )
-
-    assert len(response[0]._image_bytes) > 1000
diff --git a/generative_ai/image_generation/get_short_form_image_captions.py b/generative_ai/image_generation/get_short_form_image_captions.py
deleted file mode 100644
index b2ed8d3d335..00000000000
--- a/generative_ai/image_generation/get_short_form_image_captions.py
+++ /dev/null
@@ -1,54 +0,0 @@
-# Copyright 2024 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-"""Google Cloud Vertex AI sample for getting short-form image captions.
-"""
-import os
-
-PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
-
-
-def get_short_form_image_captions(input_file: str) -> list:
-    # [START generativeaionvertexai_imagen_get_short_form_image_captions]
-
-    import vertexai
-    from vertexai.preview.vision_models import Image, ImageTextModel
-
-    # TODO(developer): Update and un-comment below lines
-    # PROJECT_ID = "your-project-id"
-    # input_file = "input-image.png"
-
-    vertexai.init(project=PROJECT_ID, location="us-central1")
-
-    model = ImageTextModel.from_pretrained("imagetext@001")
-    source_img = Image.load_from_file(location=input_file)
-
-    captions = model.get_captions(
-        image=source_img,
-        # Optional parameters
-        language="en",
-        number_of_results=2,
-    )
-
-    print(captions)
-    # Example response:
-    # ['a cat with green eyes looks up at the sky']
-
-    # [END generativeaionvertexai_imagen_get_short_form_image_captions]
-
-    return captions
-
-
-if __name__ == "__main__":
-    get_short_form_image_captions("test_resources/cat.png")
diff --git a/generative_ai/image_generation/get_short_form_image_captions_test.py b/generative_ai/image_generation/get_short_form_image_captions_test.py
deleted file mode 100644
index 2364d45d306..00000000000
--- a/generative_ai/image_generation/get_short_form_image_captions_test.py
+++ /dev/null
@@ -1,36 +0,0 @@
-# Copyright 2024 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import os
-
-import backoff
-
-from google.api_core.exceptions import ResourceExhausted
-import pytest
-
-import get_short_form_image_captions
-
-
-_RESOURCES = os.path.join(os.path.dirname(__file__), "test_resources")
-_INPUT_FILE = os.path.join(_RESOURCES, "cat.png")
-
-
-@pytest.mark.skip("Sample pending deprecation b/452720552")
-@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=60)
-def test_get_short_form_image_captions() -> None:
-    response = get_short_form_image_captions.get_short_form_image_captions(
-        _INPUT_FILE,
-    )
-
-    assert len(response) > 0 and "cat" in response[0]
diff --git a/generative_ai/image_generation/get_short_form_image_responses.py b/generative_ai/image_generation/get_short_form_image_responses.py
deleted file mode 100644
index 79b81c1c0cc..00000000000
--- a/generative_ai/image_generation/get_short_form_image_responses.py
+++ /dev/null
@@ -1,59 +0,0 @@
-# Copyright 2024 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-"""Google Cloud Vertex AI sample for getting short-form responses to a
-    question about an image.
-"""
-import os
-
-PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
-
-
-def get_short_form_image_responses(input_file: str, question: str) -> list:
-    # [START generativeaionvertexai_imagen_get_short_form_image_responses]
-
-    import vertexai
-    from vertexai.preview.vision_models import Image, ImageTextModel
-
-    # TODO(developer): Update and un-comment below lines
-    # PROJECT_ID = "your-project-id"
-    # input_file = "input-image.png"
-    # question = "" # The question about the contents of the image.
-
-    vertexai.init(project=PROJECT_ID, location="us-central1")
-
-    model = ImageTextModel.from_pretrained("imagetext@001")
-    source_img = Image.load_from_file(location=input_file)
-
-    answers = model.ask_question(
-        image=source_img,
-        question=question,
-        # Optional parameters
-        number_of_results=1,
-    )
-
-    print(answers)
-    # Example response:
-    # ['tabby']
-
-    # [END generativeaionvertexai_imagen_get_short_form_image_responses]
-
-    return answers
-
-
-if __name__ == "__main__":
-    get_short_form_image_responses(
-        input_file="test_resources/cat.png",
-        question="What breed of cat is this a picture of?",
-    )
diff --git a/generative_ai/image_generation/get_short_form_image_responses_test.py b/generative_ai/image_generation/get_short_form_image_responses_test.py
deleted file mode 100644
index c901a8734bd..00000000000
--- a/generative_ai/image_generation/get_short_form_image_responses_test.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# Copyright 2024 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#    https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import os
-
-import backoff
-
-from google.api_core.exceptions import ResourceExhausted
-import pytest
-
-import get_short_form_image_responses
-
-
-_RESOURCES = os.path.join(os.path.dirname(__file__), "test_resources")
-_INPUT_FILE = os.path.join(_RESOURCES, "cat.png")
-_QUESTION = "What breed of cat is this a picture of?"
-
-
-@pytest.mark.skip("Sample pending deprecation b/452720552")
-@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=60)
-def test_get_short_form_image_responses() -> None:
-    response = get_short_form_image_responses.get_short_form_image_responses(
-        _INPUT_FILE,
-        _QUESTION,
-    )
-
-    assert len(response) > 0 and "tabby" in response[0]
diff --git a/generative_ai/image_generation/noxfile_config.py b/generative_ai/image_generation/noxfile_config.py
deleted file mode 100644
index 0973c8621c7..00000000000
--- a/generative_ai/image_generation/noxfile_config.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# Copyright 2021 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#      http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Default TEST_CONFIG_OVERRIDE for python repos.
-
-# You can copy this file into your directory, then it will be imported from
-# the noxfile.py.
-
-# The source of truth:
-# https://github.com/GoogleCloudPlatform/python-docs-samples/blob/main/noxfile_config.py
-
-TEST_CONFIG_OVERRIDE = {
-    # You can opt out from the test for specific Python versions.
-    "ignored_versions": ["3.8", "3.9", "3.11", "3.12", "3.13"],
-    # Old samples are opted out of enforcing Python type hints
-    # All new samples should feature them
-    "enforce_type_hints": True,
-    # An envvar key for determining the project id to use. Change it
-    # to 'BUILD_SPECIFIC_GCLOUD_PROJECT' if you want to opt in using a
-    # build specific Cloud project. You can also use your own string
-    # to use your own Cloud project.
-    "gcloud_project_env": "GOOGLE_CLOUD_PROJECT",
-    # 'gcloud_project_env': 'BUILD_SPECIFIC_GCLOUD_PROJECT',
-    # If you need to use a specific version of pip,
-    # change pip_version_override to the string representation
-    # of the version number, for example, "20.2.4"
-    "pip_version_override": None,
-    # A dictionary you want to inject into your test. Don't put any
-    # secrets here. These values will override predefined values.
-    "envs": {},
-}
diff --git a/generative_ai/image_generation/requirements-test.txt b/generative_ai/image_generation/requirements-test.txt
deleted file mode 100644
index baa23bf9c3e..00000000000
--- a/generative_ai/image_generation/requirements-test.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-backoff==2.2.1
-google-api-core==2.19.0
-pytest==9.0.3; python_version >= "3.10"
-pytest-asyncio==0.23.6
diff --git a/generative_ai/image_generation/requirements.txt b/generative_ai/image_generation/requirements.txt
deleted file mode 100644
index 7ac0ee30a69..00000000000
--- a/generative_ai/image_generation/requirements.txt
+++ /dev/null
@@ -1,13 +0,0 @@
-pandas==2.2.3; python_version == '3.7'
-pandas==2.2.3; python_version == '3.8'
-pandas==2.2.3; python_version > '3.8'
-pillow==12.3.0
-google-cloud-aiplatform[full]==1.157.0
-sentencepiece==0.2.1
-google-auth==2.38.0
-anthropic[vertex]==0.28.0
-langchain-core==1.4.0
-langchain-google-vertexai==3.2.3
-numpy<3
-openai==1.68.2
-immutabledict==4.2.0
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