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This PR contains the following updates:
==1.47.0
->==1.51.0
==0.1.16
->==0.2.0
==0.1.43
->==0.2.0
==1.0.1
->==1.0.4
Release Notes
googleapis/python-aiplatform (google-cloud-aiplatform)
### [`v1.51.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1510-2024-05-10) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.50.0...v1.51.0) ##### Features - Add FeatureGroup create function ([3938107](https://togithub.com/googleapis/python-aiplatform/commit/393810728b6b940e4cc8e1ac7f55875e3b750beb)) - Add FeatureGroup init/get ([e47d436](https://togithub.com/googleapis/python-aiplatform/commit/e47d436f24cc718e378a28c4a80293778e8c183a)) - Add support for BaseModels in LangChain templates ([5eb885e](https://togithub.com/googleapis/python-aiplatform/commit/5eb885ee7e01eece15679ce400f222930da1ac16)) - Added the `vision_models.Image._mime_type` property to make `vision_models.Image` compatible with `generative_models.Image` ([6557d88](https://togithub.com/googleapis/python-aiplatform/commit/6557d88eb73624c8dbc7da33db129f7cbdae8a06)) - AutoSxS Pairwise Metric in Rapid Evaluation SDK ([b0c5eda](https://togithub.com/googleapis/python-aiplatform/commit/b0c5eda79489d4b32972b2acea647e3c8cdc3ce9)) - GenAI - Grounding - Released Google Web Search retriever to GA ([32b030a](https://togithub.com/googleapis/python-aiplatform/commit/32b030a629a20d0557dba011df2658f46c199820)) - GenAI - Tuning - Supervised - Added support for the `adapter_size` parameter ([88188d2](https://togithub.com/googleapis/python-aiplatform/commit/88188d294fc2ec55ec0b05640dc791a1a3a88255)) - LLM - Made the tuning location parameters truly optional ([bae8429](https://togithub.com/googleapis/python-aiplatform/commit/bae8429ae078c69574d86280ae6c784aaa9b13b5)) - LLM - Support tuning of new text embedding models by migrating to the new v1.1.3 pipeline. ([7fea754](https://togithub.com/googleapis/python-aiplatform/commit/7fea7547084277dc974cbacc517ca1e95629a034)) - LLM - Text embedding - Added the `output_dimensionality` and `learning_rate_multiplier` parameters to text embedding tuning (Preview only) ([cc8bc96](https://togithub.com/googleapis/python-aiplatform/commit/cc8bc965932efb68a30db9decb5a24cf597b0d8b)) - LLM - Text Embedding - Added validation for text embedding tuning parameters. ([5a300c1](https://togithub.com/googleapis/python-aiplatform/commit/5a300c1071fa1492502cfde95700e1b171cdfbfc)) - Release Ray on Vertex SDK to GA ([f7c5132](https://togithub.com/googleapis/python-aiplatform/commit/f7c51327c49d000cc79d56bb5333ed7fea28fa01)) - Support custom service account for Ray cluster creation and Ray Client connection ([e0c6227](https://togithub.com/googleapis/python-aiplatform/commit/e0c6227d0dd92d83c98cc3c7e7607fd252e74a32)) - Support vector_distance_threshold filtering and file-based retrieval for RAG ([cd85d8f](https://togithub.com/googleapis/python-aiplatform/commit/cd85d8f74d3922de3f871415bacf77c594f0c547)) ##### Bug Fixes - A bug in the evaluation library where the job crashes if only custom metrics are specified. ([c528b6f](https://togithub.com/googleapis/python-aiplatform/commit/c528b6ff44e2347797336db800ca01240e670d32)) - Add DeprecationWarning to vertexai.preview predictive models SDK ([3c3727b](https://togithub.com/googleapis/python-aiplatform/commit/3c3727b48ce4ba12bdaf36806cda4907a788d38e)) - Add MAX_TOKENS to the list of successful finish reasons for Rapid Evaluation SDK ([195c77e](https://togithub.com/googleapis/python-aiplatform/commit/195c77ed7320aea3ab5899427a922d606ed78997)) - AttributeError for TorchModelSerializer.deserialize in torch >=2.3.0 ([20b1866](https://togithub.com/googleapis/python-aiplatform/commit/20b18668f15c448813aad4f58f2a4d470d6da2ec)) - GenAI - Fixed handling of multiple tools in `AutomaticFunctionCallingResponder` ([58e6ac9](https://togithub.com/googleapis/python-aiplatform/commit/58e6ac9b14daa42dc64d787156070c22bd7a1655)) - Remove InternalServerError and Unknown evaluation service error from retriable exceptions ([12c147b](https://togithub.com/googleapis/python-aiplatform/commit/12c147b1f3e127c925b6c42b7dbbd4e949ff8e98)) - Upload the reference model in model registry ([510c833](https://togithub.com/googleapis/python-aiplatform/commit/510c8334961cdb6f801863ecbd8fe49bf69b6c68)) ### [`v1.50.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1500-2024-05-02) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.49.0...v1.50.0) ##### Features - Add `Candidate.grounding_metadata` property ([b22a8b8](https://togithub.com/googleapis/python-aiplatform/commit/b22a8b847e3b299b828e37405e3678093486de28)) - Add option to not include time_series_metrics in get_experiment_df call. This will improve execution time for Experiments with large number of runs. ([78a95c5](https://togithub.com/googleapis/python-aiplatform/commit/78a95c52d0e7bd9ec5b656ce67044b2f01677156)) - Add tune_model and deploy_tuned_model for TextEmbeddingModel. ([42f5d6f](https://togithub.com/googleapis/python-aiplatform/commit/42f5d6f7cd13d51c4a73113c59e8b3c728cfc08b)) - Automatically populate parents for full resource name in Vertex RAG SDK ([26657ff](https://togithub.com/googleapis/python-aiplatform/commit/26657ffd25ecb91882ca764e513c2e952833257f)) - Deploy a tuned text embedding model -- it doesn't matter, if it's tuned using Node.js, or curl. ([8ca9cdf](https://togithub.com/googleapis/python-aiplatform/commit/8ca9cdf3576e3ce3b373ace4cd6ab0e9c54aa9f2)) - Make get_embeddings work both for foundational & tuned models. ([b8b589c](https://togithub.com/googleapis/python-aiplatform/commit/b8b589ce9fff29d1721450d32b4a84a7f69413c3)) - Python SDK for Vertex Model Monitoring V2. ([021d59f](https://togithub.com/googleapis/python-aiplatform/commit/021d59f1487e4e16c847d4135899d6845c0210aa)) - Support public endpoint for Ray Client ([57a5f78](https://togithub.com/googleapis/python-aiplatform/commit/57a5f7815ffb8523e91d900da4ff7cfd0c344fe4)) ##### Bug Fixes - Add deprecation warnings when using Ray v2.4 ([3a36784](https://togithub.com/googleapis/python-aiplatform/commit/3a367843840513e3257610c8ab38e9f79d3bcea0)) - Append allowed_plugins in tb-gcp-uploader to default allowed plugins ([aab9c3e](https://togithub.com/googleapis/python-aiplatform/commit/aab9c3e41b92a1d60090e3d1d594390a5e9f3ff6)) - LLM - Added missing parameters to the no-op `_TunableTextEmbeddingModelMixin.get_tuned_model` method ([eb05ac4](https://togithub.com/googleapis/python-aiplatform/commit/eb05ac421f186441a92c6e3b6a010d74caf14782)) - LVM - Fixed the typo in the VisionModel aspect ratio type annotation ([2d19137](https://togithub.com/googleapis/python-aiplatform/commit/2d1913773cf9f4a4f8a2c8c8f45680c3ea97f68e)) - Move torch import ([e6d34df](https://togithub.com/googleapis/python-aiplatform/commit/e6d34df7da7508c655eb17ee694e1ab2160fc8aa)) - Ray - Fixed exception when using Ray 2.4 ([2661f52](https://togithub.com/googleapis/python-aiplatform/commit/2661f52fd08169e5d29b58f2afce9702b30101ae)) ### [`v1.49.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1490-2024-04-27) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.48.0...v1.49.0) ##### Features - Add additional parameters for `GenerationConfig` ([0599ca1](https://togithub.com/googleapis/python-aiplatform/commit/0599ca18342aece9d8b9b35534294de541593ef9)) - Add FeatureNormType to `MatchingEngineIndexConfig`. ([c0e7acc](https://togithub.com/googleapis/python-aiplatform/commit/c0e7acc27e67ef1a951bb4bd97f489164dda14f9)) - Add mappings to pipeline templates for text-embedding models. ([6279924](https://togithub.com/googleapis/python-aiplatform/commit/627992484ec16fbf7fdfc9c963046e10e3d7c6bf)) - Add support for TPU v5 lite pod(v5e) for custom training jobs. Custom training jobs now accept the v5e machine types as listed in https://cloud.google.com/tpu/docs/tpus-in-gke#v5e. ([415912e](https://togithub.com/googleapis/python-aiplatform/commit/415912e9258d2b960c7da730902d7f15116cc474)) - Fix typo in Vertex Feature Store SDK. ([b5404e7](https://togithub.com/googleapis/python-aiplatform/commit/b5404e7106059358dd7fcd21d487e5e31ed4d128)) - GenAI - Improved the exception messages when candidates, parts or text are not available ([e82264d](https://togithub.com/googleapis/python-aiplatform/commit/e82264d273e35d3b305d434181badfb63a37c79c)) - Support PreflightValidation in Preview PipelineJob submit function. ([e88dc0d](https://togithub.com/googleapis/python-aiplatform/commit/e88dc0d65ffaed3de9850e8eaadbfa41eb769e06)) - Tune_model method for class TextEmbeddingModel. ([3eda55d](https://togithub.com/googleapis/python-aiplatform/commit/3eda55d25a8e3816eec0fb3c43f7c16c8a2d9b32)) - Vertex RAG for enhanced generative AI ([39b5149](https://togithub.com/googleapis/python-aiplatform/commit/39b5149c18355a233dae7ada2f18c8072a6b59f1)) ##### Bug Fixes - GCS Bucket subdirectory not being creating while using ReasoningEngine create method ([3d22a18](https://togithub.com/googleapis/python-aiplatform/commit/3d22a18abdacc7cb53d4b5fef941fa1a34caec08)) - GenAI - Fixed the `Part.mime_type` property ([819a44e](https://togithub.com/googleapis/python-aiplatform/commit/819a44ea9b624912c31843881fd6130febb8ec57)) - Handle missing import for RunnableConfig when generating schema for LangChain templates ([76c5d6d](https://togithub.com/googleapis/python-aiplatform/commit/76c5d6d6e99be5e7a8ec81e85aa383b1a39fef66)) - Parse intermediate steps from LangChain into JSON. ([754c89d](https://togithub.com/googleapis/python-aiplatform/commit/754c89d8514dde707255bf0e3602dfddff49f268)) - Register TensorFlow models from Ray checkpoints for more recent TensorFlow version, addressing the deprecation of SavedModel format in keras 3 ([1341e2c](https://togithub.com/googleapis/python-aiplatform/commit/1341e2c57907f7867d4237e84c5bb9b77e5dd5f5)) - Tensorboard uploader - move remaining tensorboard uploader code to aiplatform ([f34094b](https://togithub.com/googleapis/python-aiplatform/commit/f34094b50ea161c2b9f0653be8b5931e922bb8f6)) ### [`v1.48.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1480-2024-04-17) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.47.0...v1.48.0) ##### Features - Add support for reading requirements from a file. ([80db7a0](https://togithub.com/googleapis/python-aiplatform/commit/80db7a0960b80ae0d78182687c1e99db696943f7)) - Adding tpu_topology to Vertex SDK ([423c764](https://togithub.com/googleapis/python-aiplatform/commit/423c7646185b4df19985fb41f5776557d572dd9f)) - Enable continuous upload for profile logs. ([f05924d](https://togithub.com/googleapis/python-aiplatform/commit/f05924d6bbd9e609f4ca98cdef7ab5a504672e58)) - GenAI - Added the `GenerationResponse.prompt_feedback` property ([efd5a72](https://togithub.com/googleapis/python-aiplatform/commit/efd5a72c1856a6767bdbbba9ea83f366518bdac2)) - GenAI - Added the `GenerationResponse.usage_metadata` property ([0654c35](https://togithub.com/googleapis/python-aiplatform/commit/0654c3504425d9f9bba6e3be919026229b616ec0)) - Support `NOT_EQUAL` for `MatchingEngineIndexEndpoint` `numeric_restricts`. ([aa918e3](https://togithub.com/googleapis/python-aiplatform/commit/aa918e31fcc40878e9f29affa02a4527d90188aa)) - Support referenced models in SDK. ([c9b6b8b](https://togithub.com/googleapis/python-aiplatform/commit/c9b6b8b3433854afd95a27065a052393768ceca8)) ##### Bug Fixes - Add validation check for extra_packages when creating a reasoning engine. ([255dabc](https://togithub.com/googleapis/python-aiplatform/commit/255dabc77c647ef3ac33a10b06b3a36db122118a)) - Add validation for langchain tools. ([a821d50](https://togithub.com/googleapis/python-aiplatform/commit/a821d50724da7136c90abd157a7086d6571f2c30)) - Fixed the vertexai.init partial initialization issues ([636a654](https://togithub.com/googleapis/python-aiplatform/commit/636a654590919048f84baf343d291711f28eb03e)) - GenAI - Workaround for streaming when content role is missing in service responses ([fa35b91](https://togithub.com/googleapis/python-aiplatform/commit/fa35b9169677c62a5f0fa746dc9db9a5296f44a3)) ##### Documentation - Add Reasoning Engine reference documentation ([496fc4b](https://togithub.com/googleapis/python-aiplatform/commit/496fc4b96768c872c9e7312bacf9989ea6e979f5)) - GenAI - Add Rapid Evaluation SDK reference documentation ([40b728b](https://togithub.com/googleapis/python-aiplatform/commit/40b728b28210f2bc57374c6c6d507cf3fa0be038))Configuration
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