google-cloud-aiplatform1.91.0
google-cloud-aiplatform1.91.0
Published
Vertex AI API client library
pip install google-cloud-aiplatform
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Project URLs
Requires Python
>=3.9
Dependencies
- google-api-core
[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0,>=1.34.1
- google-auth
<3.0.0,>=2.14.1
- proto-plus
<2.0.0,>=1.22.3
- protobuf
!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<7.0.0,>=3.20.2
- packaging
>=14.3
- google-cloud-storage
<3.0.0,>=1.32.0
- google-cloud-bigquery
!=3.20.0,<4.0.0,>=1.15.0
- google-cloud-resource-manager
<3.0.0,>=1.3.3
- shapely
<3.0.0
- pydantic
<3
- typing-extensions
- docstring-parser
<1
- google-adk
>=0.0.2; extra == "adk"
- ag2
[gemini]; extra == "ag2"
- openinference-instrumentation-autogen
<0.2,>=0.1.6; extra == "ag2"
- google-cloud-trace
<2; extra == "ag2-testing"
- opentelemetry-sdk
<2; extra == "ag2-testing"
- typing-extensions
; extra == "ag2-testing"
- ag2
[gemini]; extra == "ag2-testing"
- opentelemetry-exporter-gcp-trace
<2; extra == "ag2-testing"
- pydantic
<3,>=2.11.1; extra == "ag2-testing"
- absl-py
; extra == "ag2-testing"
- cloudpickle
<4.0,>=3.0; extra == "ag2-testing"
- openinference-instrumentation-autogen
<0.2,>=0.1.6; extra == "ag2-testing"
- pytest-xdist
; extra == "ag2-testing"
- packaging
>=24.0; extra == "agent-engines"
- cloudpickle
<4.0,>=3.0; extra == "agent-engines"
- google-cloud-trace
<2; extra == "agent-engines"
- google-cloud-logging
<4; extra == "agent-engines"
- opentelemetry-sdk
<2; extra == "agent-engines"
- opentelemetry-exporter-gcp-trace
<2; extra == "agent-engines"
- pydantic
<3,>=2.11.1; extra == "agent-engines"
- typing-extensions
; extra == "agent-engines"
- mlflow
<=2.16.0,>=1.27.0; extra == "autologging"
- tensorboard-plugin-profile
<2.18.0,>=2.4.0; extra == "cloud-profiler"
- werkzeug
<4.0.0,>=2.0.0; extra == "cloud-profiler"
- tensorflow
<3.0.0,>=2.4.0; extra == "cloud-profiler"
- pyarrow
<8.0.0,>=3.0.0; python_version < "3.11" and extra == "datasets"
- pyarrow
>=10.0.1; python_version == "3.11" and extra == "datasets"
- pyarrow
>=14.0.0; python_version >= "3.12" and extra == "datasets"
- requests
>=2.28.1; extra == "endpoint"
- requests-toolbelt
<=1.0.0; extra == "endpoint"
- pandas
>=1.0.0; extra == "evaluation"
- tqdm
>=4.23.0; extra == "evaluation"
- jsonschema
; extra == "evaluation"
- ruamel.yaml
; extra == "evaluation"
- scikit-learn
<1.6.0; python_version <= "3.10" and extra == "evaluation"
- scikit-learn
; python_version > "3.10" and extra == "evaluation"
- google-cloud-bigquery-storage
; extra == "full"
- immutabledict
; extra == "full"
- google-vizier
>=0.1.6; extra == "full"
- pyarrow
>=6.0.1; extra == "full"
- werkzeug
<4.0.0,>=2.0.0; extra == "full"
- tensorboard-plugin-profile
<2.18.0,>=2.4.0; extra == "full"
- tensorflow
<3.0.0,>=2.4.0; extra == "full"
- tensorflow
<3.0.0,>=2.3.0; extra == "full"
- jsonschema
; extra == "full"
- numpy
>=1.15.0; extra == "full"
- starlette
>=0.17.1; extra == "full"
- setuptools
<70.0.0; extra == "full"
- requests-toolbelt
<=1.0.0; extra == "full"
- urllib3
<1.27,>=1.21.1; extra == "full"
- httpx
<0.25.0,>=0.23.0; extra == "full"
- explainable-ai-sdk
>=1.0.0; extra == "full"
- mlflow
<=2.16.0,>=1.27.0; extra == "full"
- fastapi
<=0.114.0,>=0.71.0; extra == "full"
- google-cloud-bigquery
; extra == "full"
- requests
>=2.28.1; extra == "full"
- uvicorn
[standard]>=0.16.0; extra == "full"
- docker
>=5.0.3; extra == "full"
- ruamel.yaml
; extra == "full"
- lit-nlp
==0.4.0; extra == "full"
- pandas
>=1.0.0; extra == "full"
- tqdm
>=4.23.0; extra == "full"
- pyyaml
<7,>=5.3.1; extra == "full"
- pyarrow
<8.0.0,>=3.0.0; python_version < "3.11" and extra == "full"
- ray
[default]!=2.10.*,!=2.11.*,!=2.12.*,!=2.13.*,!=2.14.*,!=2.15.*,!=2.16.*,!=2.17.*,!=2.18.*,!=2.19.*,!=2.20.*,!=2.21.*,!=2.22.*,!=2.23.*,!=2.24.*,!=2.25.*,!=2.26.*,!=2.27.*,!=2.28.*,!=2.29.*,!=2.30.*,!=2.31.*,!=2.32.*,!=2.34.*,!=2.35.*,!=2.36.*,!=2.37.*,!=2.38.*,!=2.39.*,!=2.40.*,!=2.41.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.0,!=2.9.1,!=2.9.2,<=2.42.0,>=2.4; python_version < "3.11" and extra == "full"
- scikit-learn
<1.6.0; python_version <= "3.10" and extra == "full"
- tensorflow
<3.0.0,>=2.3.0; python_version <= "3.11" and extra == "full"
- pyarrow
>=10.0.1; python_version == "3.11" and extra == "full"
- ray
[default]<=2.42.0,>=2.5; python_version == "3.11" and extra == "full"
- scikit-learn
; python_version > "3.10" and extra == "full"
- pyarrow
>=14.0.0; python_version >= "3.12" and extra == "full"
- langchain
<0.4,>=0.3; extra == "langchain"
- langchain-core
<0.4,>=0.3; extra == "langchain"
- langchain-google-vertexai
<3,>=2; extra == "langchain"
- langgraph
<0.4,>=0.2.45; extra == "langchain"
- openinference-instrumentation-langchain
<0.2,>=0.1.19; extra == "langchain"
- langchain
<0.4,>=0.3; extra == "langchain-testing"
- langchain-google-vertexai
<3,>=2; extra == "langchain-testing"
- google-cloud-trace
<2; extra == "langchain-testing"
- opentelemetry-sdk
<2; extra == "langchain-testing"
- langgraph
<0.4,>=0.2.45; extra == "langchain-testing"
- openinference-instrumentation-langchain
<0.2,>=0.1.19; extra == "langchain-testing"
- typing-extensions
; extra == "langchain-testing"
- langchain-core
<0.4,>=0.3; extra == "langchain-testing"
- opentelemetry-exporter-gcp-trace
<2; extra == "langchain-testing"
- pydantic
<3,>=2.11.1; extra == "langchain-testing"
- absl-py
; extra == "langchain-testing"
- cloudpickle
<4.0,>=3.0; extra == "langchain-testing"
- pytest-xdist
; extra == "langchain-testing"
- tensorflow
<3.0.0,>=2.3.0; extra == "lit"
- pandas
>=1.0.0; extra == "lit"
- lit-nlp
==0.4.0; extra == "lit"
- explainable-ai-sdk
>=1.0.0; extra == "lit"
- llama-index
; extra == "llama-index"
- llama-index-llms-google-genai
; extra == "llama-index"
- openinference-instrumentation-llama-index
<4.0,>=3.0; extra == "llama-index"
- google-cloud-trace
<2; extra == "llama-index-testing"
- opentelemetry-sdk
<2; extra == "llama-index-testing"
- openinference-instrumentation-llama-index
<4.0,>=3.0; extra == "llama-index-testing"
- typing-extensions
; extra == "llama-index-testing"
- llama-index
; extra == "llama-index-testing"
- opentelemetry-exporter-gcp-trace
<2; extra == "llama-index-testing"
- pydantic
<3,>=2.11.1; extra == "llama-index-testing"
- absl-py
; extra == "llama-index-testing"
- cloudpickle
<4.0,>=3.0; extra == "llama-index-testing"
- pytest-xdist
; extra == "llama-index-testing"
- llama-index-llms-google-genai
; extra == "llama-index-testing"
- pandas
>=1.0.0; extra == "metadata"
- numpy
>=1.15.0; extra == "metadata"
- pyyaml
<7,>=5.3.1; extra == "pipelines"
- docker
>=5.0.3; extra == "prediction"
- fastapi
<=0.114.0,>=0.71.0; extra == "prediction"
- httpx
<0.25.0,>=0.23.0; extra == "prediction"
- starlette
>=0.17.1; extra == "prediction"
- uvicorn
[standard]>=0.16.0; extra == "prediction"
- urllib3
<1.27,>=1.21.1; extra == "private-endpoints"
- requests
>=2.28.1; extra == "private-endpoints"
- setuptools
<70.0.0; extra == "ray"
- google-cloud-bigquery-storage
; extra == "ray"
- google-cloud-bigquery
; extra == "ray"
- pandas
>=1.0.0; extra == "ray"
- pyarrow
>=6.0.1; extra == "ray"
- immutabledict
; extra == "ray"
- ray
[default]!=2.10.*,!=2.11.*,!=2.12.*,!=2.13.*,!=2.14.*,!=2.15.*,!=2.16.*,!=2.17.*,!=2.18.*,!=2.19.*,!=2.20.*,!=2.21.*,!=2.22.*,!=2.23.*,!=2.24.*,!=2.25.*,!=2.26.*,!=2.27.*,!=2.28.*,!=2.29.*,!=2.30.*,!=2.31.*,!=2.32.*,!=2.34.*,!=2.35.*,!=2.36.*,!=2.37.*,!=2.38.*,!=2.39.*,!=2.40.*,!=2.41.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.0,!=2.9.1,!=2.9.2,<=2.42.0,>=2.4; python_version < "3.11" and extra == "ray"
- ray
[default]<=2.42.0,>=2.5; python_version == "3.11" and extra == "ray"
- setuptools
<70.0.0; extra == "ray-testing"
- google-cloud-bigquery-storage
; extra == "ray-testing"
- google-cloud-bigquery
; extra == "ray-testing"
- pandas
>=1.0.0; extra == "ray-testing"
- pyarrow
>=6.0.1; extra == "ray-testing"
- immutabledict
; extra == "ray-testing"
- pytest-xdist
; extra == "ray-testing"
- ray
[train]; extra == "ray-testing"
- scikit-learn
<1.6.0; extra == "ray-testing"
- tensorflow
; extra == "ray-testing"
- torch
<2.1.0,>=2.0.0; extra == "ray-testing"
- xgboost
; extra == "ray-testing"
- xgboost-ray
; extra == "ray-testing"
- ray
[default]!=2.10.*,!=2.11.*,!=2.12.*,!=2.13.*,!=2.14.*,!=2.15.*,!=2.16.*,!=2.17.*,!=2.18.*,!=2.19.*,!=2.20.*,!=2.21.*,!=2.22.*,!=2.23.*,!=2.24.*,!=2.25.*,!=2.26.*,!=2.27.*,!=2.28.*,!=2.29.*,!=2.30.*,!=2.31.*,!=2.32.*,!=2.34.*,!=2.35.*,!=2.36.*,!=2.37.*,!=2.38.*,!=2.39.*,!=2.40.*,!=2.41.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.0,!=2.9.1,!=2.9.2,<=2.42.0,>=2.4; python_version < "3.11" and extra == "ray_testing"
- ray
[default]<=2.42.0,>=2.5; python_version == "3.11" and extra == "ray_testing"
- cloudpickle
<4.0,>=3.0; extra == "reasoningengine"
- google-cloud-trace
<2; extra == "reasoningengine"
- opentelemetry-sdk
<2; extra == "reasoningengine"
- opentelemetry-exporter-gcp-trace
<2; extra == "reasoningengine"
- pydantic
<3,>=2.11.1; extra == "reasoningengine"
- typing-extensions
; extra == "reasoningengine"
- tensorboard-plugin-profile
<2.18.0,>=2.4.0; extra == "tensorboard"
- werkzeug
<4.0.0,>=2.0.0; extra == "tensorboard"
- tensorflow
<3.0.0,>=2.4.0; extra == "tensorboard"
- tensorflow
<3.0.0,>=2.3.0; python_version <= "3.11" and extra == "tensorboard"
- google-cloud-bigquery-storage
; extra == "testing"
- immutabledict
; extra == "testing"
- google-vizier
>=0.1.6; extra == "testing"
- pyarrow
>=6.0.1; extra == "testing"
- werkzeug
<4.0.0,>=2.0.0; extra == "testing"
- tensorboard-plugin-profile
<2.18.0,>=2.4.0; extra == "testing"
- tensorflow
<3.0.0,>=2.4.0; extra == "testing"
- tensorflow
<3.0.0,>=2.3.0; extra == "testing"
- jsonschema
; extra == "testing"
- numpy
>=1.15.0; extra == "testing"
- starlette
>=0.17.1; extra == "testing"
- setuptools
<70.0.0; extra == "testing"
- requests-toolbelt
<=1.0.0; extra == "testing"
- urllib3
<1.27,>=1.21.1; extra == "testing"
- httpx
<0.25.0,>=0.23.0; extra == "testing"
- explainable-ai-sdk
>=1.0.0; extra == "testing"
- mlflow
<=2.16.0,>=1.27.0; extra == "testing"
- fastapi
<=0.114.0,>=0.71.0; extra == "testing"
- google-cloud-bigquery
; extra == "testing"
- requests
>=2.28.1; extra == "testing"
- uvicorn
[standard]>=0.16.0; extra == "testing"
- docker
>=5.0.3; extra == "testing"
- ruamel.yaml
; extra == "testing"
- lit-nlp
==0.4.0; extra == "testing"
- pandas
>=1.0.0; extra == "testing"
- tqdm
>=4.23.0; extra == "testing"
- pyyaml
<7,>=5.3.1; extra == "testing"
- sentencepiece
>=0.2.0; extra == "testing"
- nltk
; extra == "testing"
- aiohttp
; extra == "testing"
- google-api-core
<3.0.0,>=2.11; extra == "testing"
- grpcio-testing
; extra == "testing"
- ipython
; extra == "testing"
- kfp
<3.0.0,>=2.6.0; extra == "testing"
- pytest-asyncio
; extra == "testing"
- pytest-xdist
; extra == "testing"
- xgboost
; extra == "testing"
- pyarrow
<8.0.0,>=3.0.0; python_version < "3.11" and extra == "testing"
- ray
[default]!=2.10.*,!=2.11.*,!=2.12.*,!=2.13.*,!=2.14.*,!=2.15.*,!=2.16.*,!=2.17.*,!=2.18.*,!=2.19.*,!=2.20.*,!=2.21.*,!=2.22.*,!=2.23.*,!=2.24.*,!=2.25.*,!=2.26.*,!=2.27.*,!=2.28.*,!=2.29.*,!=2.30.*,!=2.31.*,!=2.32.*,!=2.34.*,!=2.35.*,!=2.36.*,!=2.37.*,!=2.38.*,!=2.39.*,!=2.40.*,!=2.41.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.0,!=2.9.1,!=2.9.2,<=2.42.0,>=2.4; python_version < "3.11" and extra == "testing"
- scikit-learn
<1.6.0; python_version <= "3.10" and extra == "testing"
- tensorflow
<3.0.0,>=2.3.0; python_version <= "3.11" and extra == "testing"
- tensorflow
==2.13.0; python_version <= "3.11" and extra == "testing"
- torch
<2.1.0,>=2.0.0; python_version <= "3.11" and extra == "testing"
- pyarrow
>=10.0.1; python_version == "3.11" and extra == "testing"
- ray
[default]<=2.42.0,>=2.5; python_version == "3.11" and extra == "testing"
- scikit-learn
; python_version > "3.10" and extra == "testing"
- tensorflow
==2.16.1; python_version > "3.11" and extra == "testing"
- torch
>=2.2.0; python_version > "3.11" and extra == "testing"
- bigframes
; python_version >= "3.10" and extra == "testing"
- pyarrow
>=14.0.0; python_version >= "3.12" and extra == "testing"
- sentencepiece
>=0.2.0; extra == "tokenization"
- google-vizier
>=0.1.6; extra == "vizier"
- tensorflow
<3.0.0,>=2.3.0; extra == "xai"