google-cloud-aiplatform 1.51.0 on Python PyPI

1.51.0 (2024-05-10)

Add FeatureGroup create function (3938107)
Add FeatureGroup init/get (e47d436)
Add support for BaseModels in LangChain templates (5eb885e)
Added the vision_models.Image._mime_type property to make vision_models.Image compatible with generative_models.Image (6557d88)
AutoSxS Pairwise Metric in Rapid Evaluation SDK (b0c5eda)
GenAI - Grounding - Released Google Web Search retriever to GA (32b030a)
GenAI - Tuning - Supervised - Added support for the adapter_size parameter (88188d2)
LLM - Made the tuning location parameters truly optional (bae8429)
LLM - Support tuning of new text embedding models by migrating to the new v1.1.3 pipeline. (7fea754)
LLM - Text embedding - Added the output_dimensionality and learning_rate_multiplier parameters to text embedding tuning (Preview only) (cc8bc96)
LLM - Text Embedding - Added validation for text embedding tuning parameters. (5a300c1)
Release Ray on Vertex SDK to GA (f7c5132)
Support custom service account for Ray cluster creation and Ray Client connection (e0c6227)
Support vector_distance_threshold filtering and file-based retrieval for RAG (cd85d8f)

A bug in the evaluation library where the job crashes if only custom metrics are specified. (c528b6f)
Add DeprecationWarning to vertexai.preview predictive models SDK (3c3727b)
Add MAX_TOKENS to the list of successful finish reasons for Rapid Evaluation SDK (195c77e)
AttributeError for TorchModelSerializer.deserialize in torch >=2.3.0 (20b1866)
GenAI - Fixed handling of multiple tools in AutomaticFunctionCallingResponder (58e6ac9)
Remove InternalServerError and Unknown evaluation service error from retriable exceptions (12c147b)
Upload the reference model in model registry (510c833)