Vertex AI - davidkhala/gcp-collection GitHub Wiki

无代码的AI 平台, 集成之前谷歌云已有的机器学习API

  • Released in I/O 2021

Generative AI on Vertex AI

To create your own generative AI application

Vertex AI Workbench

https://cloud.google.com/vertex-ai/docs/workbench/introduction

  • a Jupyter notebook-based environment
    • similar to Colab Enterprise, but more integration with other GCP services and less notebook collaboration
  • Integration: BigQuery, Cloud Storage, Dataproc, Github

Key Features

  • Schedule support: Automate recurring updates to your model by using scheduled executions of your notebook's code.
  • Running a notebook on a Dataproc cluster.
  • Run a notebook as a step in a pipeline by using Vertex AI Pipelines.
  • you can sync your notebook with a GitHub repository

DataLab is deprecated

Recommend to migrate to Vertex AI Workbench

Vertex AI Studio