4141
4242
4343def _ensure_agent_engine_dependency (requirements_txt_path : str ) -> None :
44- """Ensures staged requirements include Agent Engine dependencies."""
44+ """Ensures staged requirements include Agent Platform dependencies."""
4545 if not os .path .exists (requirements_txt_path ):
4646 raise FileNotFoundError (
4747 f'requirements.txt not found at: { requirements_txt_path } '
@@ -71,11 +71,6 @@ def _ensure_agent_engine_dependency(requirements_txt_path: str) -> None:
7171FROM python:3.11-slim
7272WORKDIR /app
7373
74- RUN apt-get update && \
75- apt-get upgrade -y && \
76- apt-get install -y git && \
77- apt -y autoremove
78-
7974# Create a non-root user
8075RUN adduser --disabled-password --gecos "" myuser
8176
@@ -92,7 +87,7 @@ def _ensure_agent_engine_dependency(requirements_txt_path: str) -> None:
9287# Set up environment variables - End
9388
9489# Install ADK - Start
95- # RUN pip install google-adk=={adk_version}
90+ RUN pip install google-adk=={adk_version}
9691# Install ADK - End
9792
9893# Copy agent - Start
@@ -468,7 +463,7 @@ def _validate_agent_import(
468463
469464 This pre-deployment validation catches common issues like missing
470465 dependencies or import errors in custom BaseLlm implementations before
471- the agent is deployed to Agent Engine . This provides clearer error
466+ the agent is deployed to Agent Platform . This provides clearer error
472467 messages and prevents deployments that would fail at runtime.
473468
474469 Args:
@@ -838,7 +833,7 @@ def to_agent_engine(
838833 artifact_service_uri : Optional [str ] = None ,
839834 adk_version : Optional [str ] = None ,
840835):
841- """Deploys an agent to Agent Platform Runtime .
836+ """Deploys an agent to Gemini Enterprise Agent Platform.
842837
843838 `agent_folder` should contain the following files:
844839
@@ -851,7 +846,7 @@ def to_agent_engine(
851846 Args:
852847 agent_folder (str): The folder (absolute path) containing the agent source
853848 code.
854- temp_folder (str): The temp folder for the generated Agent Engine source
849+ temp_folder (str): The temp folder for the generated Agent Platform source
855850 files. It will be replaced with the generated files if it already exists.
856851 adk_app (str): Deprecated. This argument is no longer required or used.
857852 staging_bucket (str): Deprecated. This argument is no longer required or
@@ -865,8 +860,8 @@ def to_agent_engine(
865860 will be used. It will only be used if GOOGLE_GENAI_USE_VERTEXAI is true.
866861 adk_app_object (str): Deprecated. This argument is no longer required or
867862 used.
868- agent_engine_id (str): Optional. The ID of the Agent Engine instance to
869- update. If not specified, a new Agent Engine instance will be created.
863+ agent_engine_id (str): Optional. The ID of the Agent Runtime instance to
864+ update. If not specified, a new Agent Runtime instance will be created.
870865 absolutize_imports (bool): Deprecated. This argument is no longer required
871866 or used.
872867 project (str): Optional. Google Cloud project id for the deployed agent. If
@@ -875,15 +870,15 @@ def to_agent_engine(
875870 region (str): Optional. Google Cloud region for the deployed agent. If not
876871 specified, the region from the `GOOGLE_CLOUD_LOCATION` environment
877872 variable will be used. It will be ignored if `api_key` is specified.
878- display_name (str): Optional. The display name of the Agent Engine .
879- description (str): Optional. The description of the Agent Engine .
873+ display_name (str): Optional. The display name of the Agent Runtime .
874+ description (str): Optional. The description of the Agent Runtime .
880875 requirements_file (str): Deprecated. This argument is no longer required or
881876 used.
882877 env_file (str): Optional. The filepath to the `.env` file for environment
883878 variables. If not specified, the `.env` file in the `agent_folder` will be
884879 used. The values of `GOOGLE_CLOUD_PROJECT` and `GOOGLE_CLOUD_LOCATION`
885880 will be overridden by `project` and `region` if they are specified.
886- agent_engine_config_file (str): The filepath to the agent engine config file
881+ agent_engine_config_file (str): The filepath to the agent platform config file
887882 to use. If not specified, the `.agent_engine_config.json` file in the
888883 `agent_folder` will be used.
889884 skip_agent_import_validation (bool): Deprecated. This argument is no longer
@@ -898,7 +893,7 @@ def to_agent_engine(
898893 specified, the session service will be deployed to the same parent
899894 resource as the runtime.
900895 artifact_service_uri (str): Optional. The URI of the artifact service.
901- adk_version (str): Optional. The ADK version to use in Agent Engine
896+ adk_version (str): Optional. The ADK version to use in Agent Platform
902897 deployment. If not specified, the version in the dev environment will be
903898 used.
904899 """
@@ -934,7 +929,7 @@ def to_agent_engine(
934929 did_change_cwd = False
935930 if parent_folder != original_cwd :
936931 click .echo (
937- 'Agent Engine deployment uses relative paths; temporarily switching '
932+ 'Agent Runtime deployment uses relative paths; temporarily switching '
938933 f'working directory to: { parent_folder } '
939934 )
940935 os .chdir (parent_folder )
@@ -975,29 +970,33 @@ def to_agent_engine(
975970 agent_engine_config_file
976971 ):
977972 raise click .ClickException (
978- 'Agent engine config file not found: '
973+ 'Agent Platform config file not found: '
979974 f'{ parent_folder } /{ agent_engine_config_file } '
980975 )
981976 if not agent_engine_config_file :
982- # Attempt to read the agent engine config from .agent_engine_config.json in the dir (if any).
977+ # Attempt to read the agent platform config from .agent_engine_config.json
978+ # in the dir (if any).
983979 agent_engine_config_file = os .path .join (
984980 agent_folder , '.agent_engine_config.json'
985981 )
986982 if os .path .exists (agent_engine_config_file ):
987- click .echo (f'Reading agent engine config from { agent_engine_config_file } ' )
983+ click .echo (
984+ f'Reading agent platform config from { agent_engine_config_file } '
985+ )
988986 with open (agent_engine_config_file , 'r' ) as f :
989987 agent_config = json .load (f )
990988 if display_name :
991989 if 'display_name' in agent_config :
992990 click .echo (
993- 'Overriding display_name in agent engine config with'
991+ 'Overriding display_name in agent platform config with'
994992 f' { display_name } '
995993 )
996994 agent_config ['display_name' ] = display_name
997995 if description :
998996 if 'description' in agent_config :
999997 click .echo (
1000- f'Overriding description in agent engine config with { description } '
998+ 'Overriding description in agent platform config with'
999+ f' { description } '
10011000 )
10021001 agent_config ['description' ] = description
10031002
@@ -1094,7 +1093,7 @@ def to_agent_engine(
10941093 if env_vars :
10951094 if 'env_vars' in agent_config :
10961095 click .echo (
1097- f'Overriding env_vars in agent engine config with { env_vars } '
1096+ f'Overriding env_vars in agent platform config with { env_vars } '
10981097 )
10991098 agent_config ['env_vars' ] = env_vars
11001099 # Set env_vars in agent_config to None if it is not set.
@@ -1104,32 +1103,18 @@ def to_agent_engine(
11041103
11051104 from ..utils ._google_client_headers import get_tracking_headers
11061105
1107- if not (api_key or project or region ):
1108- click .echo (
1109- 'No apikey/project/region provided. Starting onboarding flow...'
1110- )
1106+ if not project or not region :
1107+ click .echo ('No project/region provided. Starting onboarding flow...' )
11111108 auth_info = _onboarding .handle_login_with_google ()
11121109 project = auth_info .project_id
11131110 region = auth_info .region
11141111
11151112 click .echo ('Initializing Agent Platform client...' )
1116- if project and region :
1117- client = vertexai .Client (
1118- project = project ,
1119- location = region ,
1120- http_options = {'headers' : get_tracking_headers ()},
1121- )
1122- elif api_key :
1123- client = vertexai .Client (
1124- api_key = api_key ,
1125- http_options = {'headers' : get_tracking_headers ()},
1126- )
1127- else :
1128- click .echo (
1129- 'Failed to initialize Agent Platform client. Please provide an API'
1130- 'key or project and region.'
1131- )
1132- return
1113+ client = vertexai .Client (
1114+ project = project ,
1115+ location = region ,
1116+ http_options = {'headers' : get_tracking_headers ()},
1117+ )
11331118 click .echo ('Agent Platform client initialized.' )
11341119
11351120 if skip_agent_import_validation :
@@ -1187,7 +1172,7 @@ def create_dockerfile_for_agent_engine(resource_name: str):
11871172 DeprecationWarning ,
11881173 stacklevel = 2 ,
11891174 )
1190- click .echo ('Deploying to agent engine ...' )
1175+ click .echo ('Deploying to Agent Platform ...' )
11911176 agent_config ['source_packages' ] = [f'agents/{ app_name } ' , 'Dockerfile' ]
11921177 agent_config ['image_spec' ] = {} # Use the Dockerfile
11931178 agent_config ['class_methods' ] = _AGENT_ENGINE_CLASS_METHODS
@@ -1197,21 +1182,21 @@ def create_dockerfile_for_agent_engine(resource_name: str):
11971182 if not resource_name :
11981183 agent_engine = client .agent_engines .create ()
11991184 resource_name = agent_engine .api_resource .name
1200- click .secho (f'Created a new agent engine : { resource_name } ' , fg = 'green' )
1185+ click .secho (f'Created a new instance : { resource_name } ' , fg = 'green' )
12011186 elif project and region and not resource_name .startswith ('projects/' ):
12021187 resource_name = f'projects/{ project } /locations/{ region } /reasoningEngines/{ agent_engine_id } '
12031188 click .echo ('Creating Dockerfile...' )
12041189 create_dockerfile_for_agent_engine (resource_name )
12051190 click .echo (f'Dockerfile created at { os .getcwd ()} /Dockerfile.' )
12061191 try :
12071192 client .agent_engines .update (name = resource_name , config = agent_config )
1208- click .secho (f'Deployed to agent engine : { resource_name } ' , fg = 'green' )
1193+ click .secho (f'Deployed to Agent Platform : { resource_name } ' , fg = 'green' )
12091194 except Exception as e :
1210- click .secho (f'Failed to deploy to agent engine : { e } ' , fg = 'red' )
1211- # Only delete the agent engine if it was newly created in this function.
1195+ click .secho (f'Failed to deploy to Agent Platform : { e } ' , fg = 'red' )
1196+ # Only delete the instance if it was newly created in this function.
12121197 if agent_engine_id is None :
12131198 client .agent_engines .delete (name = resource_name )
1214- click .secho (f'Cleaned up the agent engine : { resource_name } ' , fg = 'green' )
1199+ click .secho (f'Cleaned up the instance : { resource_name } ' , fg = 'green' )
12151200 raise e
12161201 _print_agent_engine_url (resource_name )
12171202 finally :
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