Update dependency google-cloud-aiplatform to v1.46.0

This MR contains the following updates:

Package	Type	Update	Change
google-cloud-aiplatform	dependencies	minor	1.39.0 -> 1.46.0

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Release Notes

googleapis/python-aiplatform (google-cloud-aiplatform)

v1.46.0

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Features

• GenAI - Automatic Function Calling feature (eef84c6)
• Python SDK for Vertex Feature Store. (5015d25)

v1.45.0

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Features

• Add an arg to turn off Ray metrics collection during cluster creation (e33d11f)
• Add Batch Delete and Batch Cancel Pipeline Jobs and unit tests. (cb495e7)
• Add display model evaluation button for Ipython environments (181dc7a)
• Add safety filter levels, watermark support and person generation support for Imagen 2 (0c498c5)
• Add safety filter levels, watermark support and person generation support for Imagen 2 (e2efdbe)
• Add support for output_dimensionality parameter through get_embeddings. (b1cab3f)
• Add support for task types (TASK_QUESTION_ANSWERING, TASK_FACT_VERIFICATION) through get_embeddings. (9ec4590)
• Add v1beta1 service clients for reasoning engine (13ec7e0)
• GenAI - Support generating JSON Schema from Python function (be4922a)
• Improve get_experiment_df execution speed (2e56acc)
• Ray on Vertex enables XGBoost register model with custom version using pre-built container (e45ef96)
• Support accelerator_type in RLHF tuning (e51c977)

Bug Fixes

• Fix failing get_experiments_df test. (767712e)
• GenAI - Capture content blocked case when validating responses (f0086df)
• LLM - Fixed the InlineContext grounding source (6f59100)
• Made Endpoint.raw_predict thread-safe by setting authorized_session last (c72c1ef)

v1.44.0

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Features

• Add custom tool context manager for telemetry (b30f5a6)
• Add display experiment button for Ipython environments (0b33bdd)
• Allow module_name to be specified with the base logger. (c01df66)
• Enable Ray cluster creation with custom_image for each Resource (f90c9cc)
• GenAI - Added function_calls shortcut property to Candidate class. (d6490ff)
• LLM - Added support for the max_context_length tuning parameter (e5daae9)
• Support shard_size for MatchingEngineIndex create index. (6dbf7d3)
• Use colab enterprise enviroment variables to infer project_id and region (5baf5f8)

Bug Fixes

• Batch read tensorboard time series data to allow reading more than 20 time series metrics. (6e3eac2)
• GenAI - Fixed get_tuned_model deploying the model every time (e1c7870)
• GenAI - Improved from_dict methods for content types (GenerationResponse, Candidate, Content, Part) (613ce69)
• Improve import time by moving TensorFlow to lazy import (f294ba8)
• LVM - Added support for GCS storage.googleapis.com URL import in vision_models.Image (2690e72)
• Raise AttributeError for accessing non-existent fields of a proto. (b91edf5)

Documentation

• Fixed the documentation generation (63ad1bf)
• GenAI - Added the GA classes to the documentation (9eb5a52)

v1.43.0

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Features

• Add update_mask to MatchingEngineIndex upsert_datapoints() to support dynamic metadata update. (81f6a25)
• Add Ray on Vertex BigQuery read/write support for Ray 2.9 (e048e3a)
• Add read_bigquery and write_bigquery wrappers for Ray on Vertex (4739118)
• Add transport override to enable the use of REST instead of GRPC (6ab4084)
• Enable Ray cluster creation and registering TensorFlow checkpoint to Vertex with Ray version 2.9 (ff148cd)
• LLM - Add support for batch prediction to CodeGenerationModel (code-bison) (fbf2f7c)
• Support custom timeout for MatchingEngineIndex and MatchingEngineIndexEndpoint APIs. (09d1946)
• Update ray extras installation in setup.py for Ray 2.9.3 (d947304)

Bug Fixes

• Allow destination directory to exist before we copy. (0b55762)
• LVM - Fixed VideoSegmentConfig in Multimodal Embeddings API call (665e78c)

Documentation

• Update transport docstrings to include that REST is in preview (a442866)

v1.42.1

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Bug Fixes

• Handle case when no metadata is returned from model.predict (59e2bca)
• Remove runtime dependency of setuptools (07c2a25)

Documentation

• GenAI - Docs - Added quickstart link and minimum SDK version (cf6ab21)
• GenAI - Updated the README for GA (cfd96d8)

v1.42.0

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Features

• Add Candidate.grounding_metadata (310ee49)
• Add GoogleSearchRetrieval (310ee49)
• Add metadata in model.predict output for LLMs (4661e58)
• Add Retrieval (310ee49)
• Add Tool.google_search_retrieval (310ee49)
• Add Tool.retrieval (310ee49)
• Add VertexAiSearch (310ee49)
• GenAI - Added to_dict() methods to response and content classes (a78748e)
• GenAI - Added support for Grounding (0c3e294)
• GenAI - Added the GenerativeModel.start_chat(response_validation: bool = True) parameter (94f7cd9)
• GenAI - GAPIC - Added support for Grounding (310ee49)
• GenAI - Release the GenerativeModel to GA (c7e3f07)
• LLM - Add newly supported model text-bison@002, update pipeline template version and prediction row limit for pipeline-based LLM Evaluation SDK (35e57b3)
• LVM - Add GCS URI support for Imagen Models (imagetext, imagegeneration) (4109ea8)
• LVM - Added support for Images from GCS uri for multimodal embeddings (90d95d7)
• LVM - Added support for Videos from GCS uri for multimodal embeddings (f3bd3bf)
• Support custom image for Ray cluster creation (d727189)

Bug Fixes

• Add google-auth as a direct dependency (ecc6454)
• Add restricts and crowding tag to MatchingEngineIndexEndpoint query response. (83cb52d)
• Remove usage of distutils (e35ab64)

Documentation

• Fix incorrect field in log_time_series_metrics_sample (f249353)
• Update README (14b41b5)

v1.41.0

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Features

• Add numeric_filter to MatchingEngineIndexEndpoint match() and find_neighbor() private endpoint queries. (679646a)
• Added the BatchPredictionJob.submit method - a non-blocking version of BatchPredictionJob.create (b62ddcd)
• LLM - Add support for RLHF tuning (b2458ec)
• Remove deletion of model upload staging bucket in system tests (b9b373b)
• Switch Python generateContent to call Unary API endpoint (9a19545)

Bug Fixes

• Fix crash when no target_col is specified for Bigframes tensorflow (512b82d)

Documentation

• Add missing code block in docs/README.rst (16d6b58)

v1.40.0

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Features

• Add return_full_datapoint for MatchEngineIndexEndpoint match(). (ad8d9c1)
• Add batch delete method in preview pipeline job class and unit test. (b0b604e)
• Add option to not overwrite table in Ray on Vertex BQ Write (a99e992)
• Add query by id for MatchingEngineIndexEndpoint find_neighbors() public endpoint query. (42c7e08)
• Add support for low_level_batch_size in match() for MatchingEngineIndexEndpoint private query. (67e593b)
• Added Public Preview support for PersistentResource management (262a36b)
• Enable inline context in grounding to TextGenerationModel predict. (a75e81c)
• Fix dataset export system test (1fbf049)
• LVM - Added the MultiModalEmbeddingModel.get_embeddings(dimension=...) parameter (1d9bd23)
• Support empty index for MatchingEngineIndex create index. (a00db07)
• Support private service connect for MatchingEngineIndexEndpoint match() and read_index_datapoints(). (61cff4b)

Bug Fixes

• Fix example usage of batch delete pipelinejobs. (3b28d64)
• Fix experiments failure when backing tensorboard has been deleted. (e7a197e)
• Fix message to Json parse issue in Dataset class (066f32d)
• Fix typo in raise exception when tool is unsupported (2301d79)
• Fixed the PipelineJob bucket creation after a breaking change in Google Cloud Storage client library (a8b01e0), closes #​2936
• Increase memory for Ray on Vertex default machine type (e6bcb17)
• Use https to connect through Ray dashboard (7af3e67)

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