diff --git a/agentplatform/__init__.py b/agentplatform/__init__.py
index 1c76745e93..feb8436449 100644
--- a/agentplatform/__init__.py
+++ b/agentplatform/__init__.py
@@ -17,10 +17,17 @@
 import importlib
 import sys
 
-from google.cloud.aiplatform import init
-from google.cloud.aiplatform import version as aiplatform_version
+try:
+    from google.cloud.aiplatform import init
+except ImportError:
+    init = None
 
-__version__ = aiplatform_version.__version__
+try:
+    from google.cloud.aiplatform import version as aiplatform_version
+
+    __version__ = aiplatform_version.__version__
+except ImportError:
+    from .version import __version__  # noqa: F401
 
 _genai_client = None
 _genai_types = None
@@ -60,3 +67,6 @@ def __getattr__(name):  # type: ignore[no-untyped-def]
     "Client",
     "types",
 ]
+
+if init is None:
+    __all__.remove("init")
diff --git a/agentplatform/_genai/_gcs_utils.py b/agentplatform/_genai/_gcs_utils.py
index 0ab1b52aa2..f28d7416b4 100644
--- a/agentplatform/_genai/_gcs_utils.py
+++ b/agentplatform/_genai/_gcs_utils.py
@@ -13,16 +13,17 @@
 # limitations under the License.
 #
 
+from importlib.metadata import version as get_version
 import io
 import json
 import logging
 from typing import Any, Union
+import uuid
 
 from google.cloud import storage  # type: ignore[attr-defined]
-from google.cloud.aiplatform.utils.gcs_utils import blob_from_uri
 from google.genai._api_client import BaseApiClient
+from packaging.version import Version
 import pandas as pd
-import uuid
 
 
 logger = logging.getLogger(__name__)
@@ -31,6 +32,36 @@
 GCS_PREFIX = "gs://"
 
 
+# Detect google-cloud-storage version once at module load
+try:
+    _GCS_VERSION = Version(get_version("google-cloud-storage"))
+except Exception:
+    # Fallback if version detection fails (should not happen in normal use)
+    _GCS_VERSION = Version("3.0.0")
+
+_USE_FROM_URI = _GCS_VERSION >= Version("3.0.0")
+
+
+def blob_from_uri(uri: str, client: storage.Client) -> storage.Blob:
+    """Create a Blob from a GCS URI, compatible with v2 and v3.
+
+    This function provides compatibility across google-cloud-storage versions:
+    - v3.x: Uses Blob.from_uri()
+    - v2.x: Uses Blob.from_string() (deprecated in v3)
+
+    Args:
+        uri: GCS URI (e.g., 'gs://bucket/path/to/blob')
+        client: Storage client instance
+
+    Returns:
+        storage.Blob: Blob instance
+    """
+    if _USE_FROM_URI:
+        return storage.Blob.from_uri(uri, client=client)
+    else:
+        return storage.Blob.from_string(uri, client=client)
+
+
 class GcsUtils:
     """Handles File I/O operations with Google Cloud Storage (GCS)"""
 
diff --git a/agentplatform/_genai/client.py b/agentplatform/_genai/client.py
index 57e043c7f4..043d20830d 100644
--- a/agentplatform/_genai/client.py
+++ b/agentplatform/_genai/client.py
@@ -16,16 +16,17 @@
 import asyncio
 import importlib
 import sys
-from typing import Optional, Union, TYPE_CHECKING
-from types import TracebackType, ModuleType
+from types import ModuleType, TracebackType
+from typing import Optional, TYPE_CHECKING, Union
 
 import google.auth
-from google.cloud.aiplatform import version as aip_version
+from agentplatform import __version__
+from google.genai import _api_client as genai_api_client
 from google.genai import _common
 from google.genai import client as genai_client
 from google.genai import types
 from google.genai import version as genai_version
-from google.genai import _api_client as genai_api_client
+
 from . import live
 
 if TYPE_CHECKING:
@@ -60,7 +61,7 @@
 def _custom_append_library_version_headers(headers: dict[str, str]) -> None:
     """Overridde GenAI SDK header injection to use custom vertex-genai-modules header."""
     genai_sdk_version = genai_version.__version__
-    module_version = aip_version.__version__
+    module_version = __version__
     python_version = sys.version.split()[0]
 
     combined_label = f"google-genai-sdk/{genai_sdk_version}+{_GENAI_MODULES_TELEMETRY_HEADER}/{module_version}"
diff --git a/agentplatform/version.py b/agentplatform/version.py
new file mode 100644
index 0000000000..7ae7b983c8
--- /dev/null
+++ b/agentplatform/version.py
@@ -0,0 +1,17 @@
+# Copyright 2026 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.
+#
+"""Version file for agentplatform."""
+
+__version__ = "1.165.1"
diff --git a/pypi/google_cloud_agentplatform/LICENSE b/pypi/google_cloud_agentplatform/LICENSE
new file mode 100644
index 0000000000..d645695673
--- /dev/null
+++ b/pypi/google_cloud_agentplatform/LICENSE
@@ -0,0 +1,202 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
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+
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+       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.
diff --git a/pypi/google_cloud_agentplatform/README.md b/pypi/google_cloud_agentplatform/README.md
new file mode 100644
index 0000000000..3136098585
--- /dev/null
+++ b/pypi/google_cloud_agentplatform/README.md
@@ -0,0 +1,17 @@
+# Google Cloud Agent Platform
+
+This is the packaging directory for `google-cloud-agentplatform`.
+
+## Installation
+
+```bash
+# Core installation
+pip install google-cloud-agentplatform
+
+# With specific extras
+pip install google-cloud-agentplatform[adk]
+pip install google-cloud-agentplatform[langchain]
+pip install google-cloud-agentplatform[evaluation]
+pip install google-cloud-agentplatform[bigquery]
+pip install google-cloud-agentplatform[all]
+```
diff --git a/pypi/google_cloud_agentplatform/build_and_copy_package.sh b/pypi/google_cloud_agentplatform/build_and_copy_package.sh
new file mode 100755
index 0000000000..e24b6f5c99
--- /dev/null
+++ b/pypi/google_cloud_agentplatform/build_and_copy_package.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+# Copyright 2026 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.
+
+set -exu
+
+# Optional destination folder in GCS
+folder="${1:-}"
+
+TEMP_DIR=$(mktemp -d)
+echo "Temporary directory: $TEMP_DIR"
+
+cleanup() {
+  echo "Cleaning up..."
+  rm -rf "$TEMP_DIR"
+}
+trap cleanup EXIT
+
+# Get directory of this script
+SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )
+RUN_DIR="$PWD"
+
+# Resolve google3 directory and workspace root
+GOOGLE3_DIR=$(cd "$SCRIPT_DIR/../../../../../../../" && pwd)
+COPYBARA_SKY="$SCRIPT_DIR/../../copy.bara.sky"
+
+# Run Copybara to temporary directory
+/google/bin/releases/copybara/public/copybara/copybara \
+  "$COPYBARA_SKY" \
+  folder_to_folder \
+  "$GOOGLE3_DIR/.." \
+  --folder-dir="$TEMP_DIR" \
+  --ignore-noop
+
+# Go to the package directory in the temp dir
+cd "$TEMP_DIR/pypi/google_cloud_agentplatform"
+
+# setuptools will not carry sources from outside the project root into an
+# sdist. Leaving the package at the repo root produces an sdist with no code,
+# and `build` makes the wheel from that sdist, so it ships empty. Stage the
+# package inside the project instead.
+cp -r "$TEMP_DIR/agentplatform" ./agentplatform
+
+# Build the sdist and wheel (requires setuptools to be installed in the environment)
+python3 -m build --no-isolation --outdir ./whl-output
+
+# Get version from the transformed source
+version_file="./agentplatform/version.py"
+pkg_version=$(grep '__version__' "$version_file" | sed -E "s/__version__\s*=\s*['\"]([^'\"]+)['\"].*/\1/")
+whl_file="./whl-output/google_cloud_agentplatform-$pkg_version-py3-none-any.whl"
+sdist_file="./whl-output/google_cloud_agentplatform-$pkg_version.tar.gz"
+
+# Copy or upload
+if [[ -n "$folder" ]]; then
+  echo "Uploading to gs://unified-genai-dev/$folder/"
+  gcloud storage cp "$whl_file" "$sdist_file" "gs://unified-genai-dev/$folder/"
+else
+  echo "Copying distributions to original directory..."
+  cp "$whl_file" "$sdist_file" "$RUN_DIR/"
+  echo "Distributions copied to $RUN_DIR/"
+fi
diff --git a/pypi/google_cloud_agentplatform/pyproject.toml b/pypi/google_cloud_agentplatform/pyproject.toml
new file mode 100644
index 0000000000..9c8b4121f0
--- /dev/null
+++ b/pypi/google_cloud_agentplatform/pyproject.toml
@@ -0,0 +1,96 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "google-cloud-agentplatform"
+dynamic = ["version"]
+description = "Google Cloud Agent Platform Client Library"
+authors = [
+    {name = "Google LLC", email = "googleapis-packages@google.com"}
+]
+readme = "README.md"
+requires-python = ">=3.8"
+license = {text = "Apache-2.0"}
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+    "google-auth",
+    "google-api-core",
+    "proto-plus",
+    "protobuf",
+    "packaging",
+    "pydantic < 3",
+    "typing_extensions",
+    "google-genai",
+]
+
+[project.optional-dependencies]
+agent_engines = [
+    "cloudpickle >= 3.0, < 4.0",
+    "google-cloud-storage >= 1.32.0, < 4.0.0",
+]
+adk = [
+    "google-cloud-agentplatform[agent_engines]",
+    "google-adk >= 1.5.0, < 3.0.0",
+    "aiohttp",
+]
+langchain = [
+    "google-cloud-agentplatform[agent_engines]",
+    "langchain >= 1.0.0, < 2.0.0",
+    "langchain-core >= 1.0.0, < 2.0.0",
+    "langchain-google-genai >= 4.0.0",
+    "langgraph >= 1.0.0, < 2.0.0",
+]
+ag2 = [
+    "google-cloud-agentplatform[agent_engines]",
+    "autogen[gemini] >= 0.14.1, < 1",
+]
+llama_index = [
+    "google-cloud-agentplatform[agent_engines]",
+    "llama-index",
+    "llama-index-llms-google-genai",
+]
+evaluation = [
+    "pandas >= 1.0.0",
+    "tqdm >= 4.23.0",
+    "pyyaml",
+    "litellm >= 1.83.7, < 1.97.0",
+    "google-cloud-storage >= 1.32.0, < 4.0.0",
+]
+bigquery = [
+    "google-cloud-bigquery >= 1.15.0, < 4.0.0",
+    "bigframes",
+    "pandas >= 1.0.0",
+]
+live = [
+    "websockets",
+]
+all = [
+    "google-cloud-agentplatform[agent_engines,adk,langchain,ag2,llama_index,evaluation,bigquery,live]",
+]
+
+[tool.setuptools.dynamic]
+version = {attr = "agentplatform.version.__version__"}
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["agentplatform", "agentplatform._genai*"]
+exclude = [
+    "agentplatform.agent_engines*",
+    "agentplatform.rag*",
+    "agentplatform.private*",
+    "agentplatform.model_garden*",
+    "agentplatform.preview*",
+    "agentplatform.resources*",
+    "agentplatform.batch_prediction*",
+]
diff --git a/pypi/google_cloud_agentplatform/verify_imports.py b/pypi/google_cloud_agentplatform/verify_imports.py
new file mode 100644
index 0000000000..eed2a57956
--- /dev/null
+++ b/pypi/google_cloud_agentplatform/verify_imports.py
@@ -0,0 +1,54 @@
+# -*- coding: utf-8 -*-
+# Copyright 2026 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.
+#
+"""Verification script for google-cloud-agentplatform imports."""
+
+import importlib
+import logging
+import sys
+
+# This runs against an installed wheel outside google3, so it configures the
+# stdlib root logger rather than using absl. The exit code is the signal for
+# callers; the messages are for whoever is watching the build.
+logging.basicConfig(stream=sys.stdout, level=logging.INFO, format="%(message)s")
+
+# Loaded by name: copy.bara.sky rewrites spelled-out agentplatform imports in
+# both directions, and a literal one here fails its reversibility check.
+_PACKAGE = "agentplatform"
+
+
+def main():
+    logging.info("Importing %s...", _PACKAGE)
+    try:
+        package = importlib.import_module(_PACKAGE)
+    except ImportError as e:
+        logging.error("Failed to import %s: %s", _PACKAGE, e)
+        sys.exit(1)
+    logging.info("Successfully imported %s.", _PACKAGE)
+
+    logging.info("Instantiating %s.Client...", _PACKAGE)
+    try:
+        # Use dummy project and location for import verification.
+        package.Client(project="dummy-project", location="us-central1")
+    except Exception as e:
+        logging.error("Failed to instantiate %s.Client: %s", _PACKAGE, e)
+        sys.exit(1)
+    logging.info("Successfully instantiated %s.Client.", _PACKAGE)
+
+    logging.info("Verification passed.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/release-please-config.json b/release-please-config.json
index eb1f551bfd..df89565425 100644
--- a/release-please-config.json
+++ b/release-please-config.json
@@ -25,6 +25,7 @@
           "google/cloud/aiplatform/v1beta1/schema/predict/instance_v1beta1/gapic_version.py",
           "google/cloud/aiplatform_v1beta1/gapic_version.py",
           "pypi/_vertex_ai_placeholder/version.py",
+          "agentplatform/version.py",
           {
             "type": "json",
             "path": "samples/generated_samples/snippet_metadata_google.cloud.aiplatform.v1beta1.json",