v1.89.0

1.89.0 (2025-04-16)

Features

• Add support for env_vars parameter when creating or updating Agent Engine. (691c1f6)
• Add UpdateRagEngineConfig rpc (64386e9)
• Implement preview get_rag_engine_config in rag_data.py (cda064e)
• Implement preview update_rag_engine_config in rag_data.py (cda064e)
• Update win rate calculation in GenAI Evaluation for rubric based evaluation (d442c42)

Bug Fixes

• Include the env variables of the AdkApp when cloning (9814768)

v1.88.0

1.88.0 (2025-04-09)

Features

• Add a module-level function to create a Gemini template config for single-turn Gemini examples without having to explicitly construct the Gemini example. (126d10c)
• Add autoscaling_target_request_count_per_minute option in Preview model deployment on Endpoint & Model classes. (0f1f10a)
• Add Gen AI logging public preview API (1589f66)
• Add new template for AgentEngine (0478f10)
• Add the possibility to create multimodal datasets without explicitly specifying a bigquery dataset/table. (f5043a6)
• Allow EvalTask to take dataset as a Google sheet - simplifying rubric revision CUJ (15df1f6)
• Allow table targets in multi-region datasets when creating multimodal datasets (2d7bc32)
• Check if rubrics column is present before converting list of rubrics to string (6c1569b)
• Convert list of rubrics to a string before sending the API request. This allows users to use default parse_rubrics function that returns a list of rubrics with customized prompts, and bring their own rubrics as a list. (9f21b73)
• GenAI Evaluation: Release GenAI Evaluation SDK autorater metric configuration utils to vertexai.preview module. (f816d5a)
• GenAI Evaluation: Release GenAI Evaluation SDK parsing rubric generation response with additional fields to vertexai.preview module. (79ca86a)
• GenAI Evaluation: Release GenAI Evaluation SDK rubric based evaluation to vertexai.preview module. (bb07581)
• Model optimizer SDK support (f257298)
• Track the output path for metrics_table in experiments metadata, if output bucket is specified but no file name is specified, we will generate a unique file name (be2c99f)

Bug Fixes

• Preprend question tag to rubric critiquing response after editing the predefined prompts to end with <question> to avoid parsing errors (0abd6ad)

v1.87.0

1.87.0 (2025-04-01)

Features

• Add page spans in retrieved contexts from Vertex RAG Engine in aiplatform v1 (30f0fcf)
• Add page spans in retrieved contexts from Vertex RAG Engine in aiplatform v1beta1 (30f0fcf)
• Add support for Vertex AI Search engine (30f0fcf)
• Add validation of the BigQuery location when creating a MultimodalDataset (98459aa)
• Adding Vertex AI Search Config for RAG corpuses to SDK (a7453da)
• Allow using multimodal datasets in the SDK. (d951b74)
• ExampleStore SDK in public preview (50fbdee)
• GenAI Evaluation: Release GenAI Evaluation SDK multimodal evaluation to vertexai.preview module. (f090ca1)
• Make it optional to pass in an instance of an agent when creating a new ReasoningEngine instance (f3addc9)
• Support creating multimodal datasets from a JSONL file containing Gemini requests (a323679)
• Vertex AI Model Garden open model export SDK Public Preview (898109d)

Bug Fixes

• Propagating import result sink correctly in the vertexai sdk. (184cca5)
• Remove the xprof dependency from Vertex Tensorboard uploader. (1336b85)

Documentation

• A comment for field rag_files_count in message .google.cloud.aiplatform.v1beta1.RagCorpus is changed (30f0fcf)

v1.86.0

1.86.0 (2025-03-26)

Features

• Add a ExportPublisherModel API (#5055) (4c69301)
• Add AssessData and AssembleData RPCs to DatasetService (4c69301)
• Add batch prediction assessments to multimodal dataset RPCs (a6d975e)
• Add env variables and agent framework to ReasoningEngineSpec (4c69301)
• Add env variables and agent framework to ReasoningEngineSpec in v1beta1 (4c69301)
• Add example, example_store, and example_store_service protos (a6d975e)
• Add import result bq sink to the import files API (4c69301)
• Add import result bq sink to the import files API (4c69301)
• Add import result gcs sink to the import files API (4c69301)
• Add import result gcs sink to the import files API (4c69301)
• Add model_config field for model selection preference (a6d975e)
• Add multihost_gpu_node_count to Vertex SDK. (03d9bf7)
• Add ray 2.33 and 2.42 unit tests as required checks (51dbe94)
• Add session.proto and session_service.proto (a6d975e)
• Add support for version 2.42 for RoV Bigquery read/write (6090205)
• Add the initial version of the LlamaIndex agent prebuilt template. (f1f2ea5)
• Add the initial version of the LlamaIndex agent prebuilt template. (8cbea81)
• Add VertexAISearch.engine option (4c69301)
• Change format string assembly logic for prompt templates. (43ebe97)
• Copy output uploading features from GA Eval SDK to preview. (d6f99cb)
• Enable force deletion in ReasoningEngine (a6d975e)
• Enable force deletion in ReasoningEngine v1beta1 (a6d975e)
• Modify v1 sdk to support rerankers (ececfb3)
• Update GenAI Evaluation QPS to 10. (0995ce2)
• Update GenAI Evaluation QPS to 10. (a59b0a6)
• Update multimodal evaluation (content_map_instance), rubric generation (rubric_based_instance, etc) and raw_output(raw_output, custom_output, etc) proto change in online eval API (a6d975e)
• Update Ray system tests to be compatible with new RoV 2.42 changes (fbb9560)
• Update setup.py for including Ray v2.42 (827b484)

Bug Fixes

• Format of the input to GetPublisherModelRequest for Hugging Face models. (8f7e8b9)
• Format of the input to GetPublisherModelRequest for Hugging Face models. (96d2ecb)
• GenAI Eval: fix a prompt template variable parsing issue when multiline json structures are present (5da362f)
• GenAI Eval: fix a prompt template variable parsing issue when multiline json structures are present (fd12cb8)
• GenAI Evaluation: Fix system instruction not being added to PairwiseMetric. (5c60d95)
• GenAI Evaluation: Fix system instruction not being added to PairwiseMetric. (c65879d)
• Update ipython import according to the latest ipython docs (533012a)

Documentation

• Add deployment_spec and agent_framework field to ReasoningEngineSpec. (4c69301)
• Add deployment_spec and agent_framework field to ReasoningEngineSpec. (4c69301)
• Update comment for package_spec from required to optional in ReasoningEngineSpec. (4c69301)
• Update comment for package_spec from required to optional in ReasoningEngineSpec. (4c69301)

v1.85.0

1.85.0 (2025-03-18)

Features

• Add function_call.id and function_response.id (3f6c824)
• Add Python version 3.12 to Agent Engine (1232132)
• Add Ray 2.42 support to SDK Client Builder (2a67076)
• Add reranker config to RAG v1 API (3f6c824)
• Add support for version 2.42 for RoV Bigquery read/write (f4ce684)
• Implement GA versions of agent engine prebuilt templates (37b72c2)
• Modify v1 sdk to support rerankers (a6b7de5)

Bug Fixes

• Allow Protobuf 6.x (3f6c824)
• Preserve system_instruction in LangchainAgent clone() (63fc33e)
• Resolve issue where pre-release versions of dependencies are installed (de83fe3)

Documentation

• Update SDK Job Submission with Ray v2.42 updated comments (f281113)

v1.84.0

1.84.0 (2025-03-11)

Features

• Add Layout Parser to RAG v1 API (ba9a314)
• Add multihost_gpu_node_count to Vertex SDK for multihost GPU support (ba9a314)
• Add request/response logging to PSC endpoints (b36a43a)
• Add support for Document AI Layout Parser in RAG v1 (1837390)
• Add the system tests for AG2 prebuilt template (80cfc2f)
• Add the system tests for Langgraph prebuilt template (833c1d2)
• Allowing users to choose whether to use the hf model cache (ba9a314)
• Allowing users to choose whether to use the hf model cache (ba9a314)
• Allowing users to specify the version id of the Model Garden model (ba9a314)
• Allowing users to specify the version id of the Model Garden model (ba9a314)
• GA Context Cache Python SDK (3aa0c6d)
• Support custom predictor Docker image builds on non-x86 architectures (#2115) (87dd5c0)
• Vertex AI Model Garden deploy SDK Support for container specifications and equivalent Model Garden models for Hugging Face (e425ded)

v1.83.0

1.83.0 (2025-03-05)

Features

• Add EnterpriseWebSearch tool option (816a607)
• Add notebook helper functions to eval SDK to display and visualize evaluation results in an IPython environment (acf8a80)
• Add VertexAISearch.engine option (816a607)
• Eval SDK: Modify Gemini scraping to log errors during response generation and return a consistent error message (cc2d36e)
• Vertex AI Model Garden open model deploy SDK Public Preview (4c8c277)

Bug Fixes

• Add request metadata to rag methods. (b2cc069)
• Migration to python 3.12. called_once was deleted in favor of assert_called_once, since it was largely misused (b4ec000)
• Resolve issue where pre-release versions of dependencies are installed (35cf246)

v1.82.0

1.82.0 (2025-02-26)

Features

• Add Model Garden deploy API (e356f5a)
• Add the initial version of the AG2 agent prebuilt template. (abf08da)
• Implement preview deployment with RolloutOptions. (8cefabb)
• Vertex AI Agent Engine GA SDK (632730c)

Bug Fixes

• Avoid hard-coding the LinearRegression class name in tests (7121770)
• Clean up unused EmbeddingModelConfig. (4998c1a)
• Fix rag_embedding_model_config logic indentation (63736ef)
• PrivateEndpoint predict method should set parameters in request payload. (c7526a1)

v1.81.0

1.81.0 (2025-02-18)

Features

• A new field create_time is added to message .google.cloud.aiplatform.v1.GenerateContentResponse (b176d13)
• A new field create_time is added to message .google.cloud.aiplatform.v1.GenerateContentResponse (b176d13)
• A new field response_id is added to message .google.cloud.aiplatform.v1.GenerateContentResponse (b176d13)
• A new field response_id is added to message .google.cloud.aiplatform.v1.GenerateContentResponse (b176d13)
• A new field unversioned_package_disabled is added to message .google.api.PythonSettings (b176d13)
• Add additional Probe options to v1 model.proto (b176d13)
• Add Notebooks Runtime Software Configuration (b176d13)
• Add Notebooks Runtime Software Configuration (b176d13)
• Add REST Interceptors which support reading metadata (b176d13)
• Add REST Interceptors which support reading metadata (b176d13)
• Add RolloutOptions to DeployedModel in v1beta1 endpoint.proto, add additional Probe options in v1beta1 model.proto (b176d13)
• Add support for reading selective GAPIC generation methods from service YAML (b176d13)
• Add support for reading selective GAPIC generation methods from service YAML (b176d13)
• EvaluateDataset API v1beta1 initial release (b176d13)
• EvaluateDataset API v1beta1 initial release (b176d13)
• Use default file name if one isn't provided when uploading evaluation results to GCS. (d86d87a)

Bug Fixes

• deps: Require grpc-google-iam-v1>=0.14.0 (b176d13)
• Prediction stream raw predict url for non dedicated endpoint (b91a8aa)

Documentation

• A comment for field content in message .google.api.Page is changed (b176d13)
• A comment for field filter in message .google.cloud.aiplatform.v1.ListNotebookRuntimesRequest is changed (b176d13)
• A comment for field filter in message .google.cloud.aiplatform.v1.ListNotebookRuntimeTemplatesRequest is changed (b176d13)
• A comment for field filter in message .google.cloud.aiplatform.v1beta1.ListNotebookRuntimesRequest is changed (b176d13)
• A comment for field filter in message .google.cloud.aiplatform.v1beta1.ListNotebookRuntimeTemplatesRequest is changed (b176d13)
• A comment for message RoutingRule is changed (b176d13)

v1.80.0

1.80.0 (2025-02-11)

Features

• Add notebook helper functions to preview eval SDK to display and visualize evaluation results in an IPython environment (1ab4344)
• Add vertex_registry_source to create_feature_view method (0abe0b7)
• Support global endpoint natively (d4cae46)
• Support Python 3.12 for reasoning engine. (1624a23)
• Upload dataset URI, metric criteria, and rating rubrics used in an evaluation to GCS. (aabb579)

Bug Fixes

• Handle the streaming of JSON delimited by newlines (acc82c5)
• Use GA generative_models path in tune_autorater to make it consistent with model parameter in Rapid Eval SDK evaluate function (ef596f5)

Documentation

• Fix minor typos in generative model readme. (d0ef994)