Google Vertex AI

Google Vertex AI Models API

Manage ML models

Documentation GitHub OpenAPI

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OpenAPI Specification

openapi: 3.1.0
info:
  title: Google Vertex AI Datasets Models 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: Models
  description: Manage ML models
paths:
  /projects/{project}/locations/{location}/models:
    get:
      operationId: listModels
      summary: Google Vertex AI List models
      description: Lists models in the specified project and location.
      tags:
      - Models
      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/ModelList'
  /projects/{project}/locations/{location}/models/{model}:
    get:
      operationId: getModel
      summary: Google Vertex AI Get a model
      description: Gets a model by resource name.
      tags:
      - Models
      parameters:
      - name: project
        in: path
        required: true
        schema:
          type: string
      - name: location
        in: path
        required: true
        schema:
          type: string
      - name: model
        in: path
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
    delete:
      operationId: deleteModel
      summary: Google Vertex AI Delete a model
      description: Deletes a model and all of its versions.
      tags:
      - Models
      parameters:
      - name: project
        in: path
        required: true
        schema:
          type: string
      - name: location
        in: path
        required: true
        schema:
          type: string
      - name: model
        in: path
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Operation'
components:
  schemas:
    Operation:
      type: object
      properties:
        name:
          type: string
        done:
          type: boolean
        response:
          type: object
    ModelList:
      type: object
      properties:
        models:
          type: array
          items:
            $ref: '#/components/schemas/Model'
        nextPageToken:
          type: string
    Model:
      type: object
      properties:
        name:
          type: string
          description: Resource name of the model
        displayName:
          type: string
          description: Display name of the model
        description:
          type: string
          description: Description of the model
        versionId:
          type: string
          description: Version ID of the model
        containerSpec:
          type: object
          properties:
            imageUri:
              type: string
              description: URI of the container image
        deployedModels:
          type: array
          items:
            type: object
            properties:
              endpoint:
                type: string
              deployedModelId:
                type: string
        createTime:
          type: string
          format: date-time
        updateTime:
          type: string
          format: date-time
  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

Google Vertex AI Models API

Documentation

Specifications

Schemas & Data

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