Google Vertex AI

Google Vertex AI Datasets API

Manage training datasets

GitHub OpenAPI

Documentation

📖
Documentation
https://cloud.google.com/vertex-ai/docs/reference/rest
📖
Authentication
https://cloud.google.com/vertex-ai/docs/general/authentication
📖
GettingStarted
https://cloud.google.com/vertex-ai/docs/start/introduction-unified-platform

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/google-vertex-ai/refs/heads/main/openapi/google-vertex-ai-datasets-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/google-vertex-ai/refs/heads/main/json-schema/json-schema.yml

Other Resources

🔗
JSONLDContext
https://raw.githubusercontent.com/api-evangelist/google-vertex-ai/refs/heads/main/json-ld/json-ld.yml
🔗
GraphQL
https://raw.githubusercontent.com/api-evangelist/google-vertex-ai/refs/heads/main/graphql/google-vertex-ai-graphql.md
🔗
APIsJSON
https://raw.githubusercontent.com/api-evangelist/google-vertex-ai/refs/heads/main/apis.yml

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OpenAPI Specification

google-vertex-ai-datasets-api-openapi.yml Raw ↑ 
openapi: 3.1.0
info:
  title: Google Vertex AI Datasets API
  description: Provides programmatic access to build, deploy, and manage machine learning models, run predictions, manage datasets, and orchestrate ML pipelines on Google Cloud.
  version: v1
  contact:
    name: Google Cloud
    url: https://cloud.google.com/vertex-ai/docs
servers:
- url: https://us-central1-aiplatform.googleapis.com/v1
  description: Google Vertex AI production endpoint (us-central1)
security:
- oauth2:
  - https://www.googleapis.com/auth/cloud-platform
tags:
- name: Datasets
  description: Manage training datasets
paths:
  /projects/{project}/locations/{location}/datasets:
    get:
      operationId: listDatasets
      summary: Google Vertex AI List datasets
      description: Lists datasets in the specified project and location.
      tags:
      - Datasets
      parameters:
      - name: project
        in: path
        required: true
        schema:
          type: string
      - name: location
        in: path
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetList'
components:
  schemas:
    DatasetList:
      type: object
      properties:
        datasets:
          type: array
          items:
            type: object
        nextPageToken:
          type: string
  securitySchemes:
    oauth2:
      type: oauth2
      flows:
        authorizationCode:
          authorizationUrl: https://accounts.google.com/o/oauth2/auth
          tokenUrl: https://oauth2.googleapis.com/token
          scopes:
            https://www.googleapis.com/auth/cloud-platform: Full access to Google Cloud Platform resources