Salesforce Einstein

Salesforce Einstein Prediction Definitions API

Manage Einstein prediction definitions

GitHub OpenAPI

Documentation

📖
Documentation
https://metamind.readme.io/docs/intro-to-einstein-vision
📖
Authentication
https://metamind.readme.io/docs/generate-oauth-token
📖
Documentation
https://metamind.readme.io/docs/intro-to-einstein-language
📖
Documentation
https://developer.salesforce.com/docs/atlas.en-us.api_rest.meta/api_rest/einstein_prediction_builder.htm
📖
APIReference
https://developer.salesforce.com/docs/atlas.en-us.api_rest.meta/api_rest/
📖
Authentication
https://developer.salesforce.com/docs/atlas.en-us.api_rest.meta/api_rest/intro_oauth_and_connected_apps.htm
📖
Documentation
https://developer.salesforce.com/docs/atlas.en-us.bi_dev_guide_rest.meta/bi_dev_guide_rest/
📖
APIReference
https://developer.salesforce.com/docs/atlas.en-us.bi_dev_guide_rest.meta/bi_dev_guide_rest/bi_rest_overview.htm
📖
Documentation
https://developer.salesforce.com/docs/service/einstein-bots/guide/einstein-bots-developer-overview.html
📖
Documentation
https://developer.salesforce.com/docs/einstein/genai/overview

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/salesforce-einstein/refs/heads/main/openapi/salesforce-einstein-prediction-definitions-api-openapi.yml

Other Resources

🔗
Pricing
https://www.salesforce.com/products/einstein/pricing/
🔗
Signup
https://api.einstein.ai/signup
🔗
Setup Guide
https://help.salesforce.com/s/articleView?id=sf.bots_service_intro.htm
🔗
Announcement
https://www.salesforce.com/news/press-releases/2023/03/07/einstein-gpt/
🔗
Trust & Safety
https://www.salesforce.com/company/ethical-and-humane-use/

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OpenAPI Specification

salesforce-einstein-prediction-definitions-api-openapi.yml Raw ↑ 
openapi: 3.1.0
info:
  title: Salesforce Einstein Bots AI Record Insights Prediction Definitions API
  description: Conversational AI API for building intelligent chatbots and virtual assistants. Einstein Bots provides REST endpoints to create, manage, and interact with AI-powered bots that can handle customer service conversations across channels.
  version: 58.0.0
  contact:
    name: Salesforce Developer Support
    url: https://developer.salesforce.com/
  license:
    name: Salesforce Master Subscription Agreement
    url: https://www.salesforce.com/company/legal/agreements/
  termsOfService: https://www.salesforce.com/company/legal/agreements/
servers:
- url: https://{instance}.salesforce.com/services/data/v58.0
  description: Salesforce Instance
  variables:
    instance:
      default: login
      description: Your Salesforce instance domain.
security:
- oauth2: []
tags:
- name: Prediction Definitions
  description: Manage Einstein prediction definitions
paths:
  /einstein/prediction-definitions:
    get:
      operationId: listPredictionDefinitions
      summary: Salesforce Einstein List prediction definitions
      description: Returns a list of all Einstein prediction definitions in the org.
      tags:
      - Prediction Definitions
      responses:
        '200':
          description: Successful response with prediction definitions.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PredictionDefinitionList'
        '401':
          $ref: '#/components/responses/Unauthorized'
    post:
      operationId: createPredictionDefinition
      summary: Salesforce Einstein Create a prediction definition
      description: Creates a new Einstein prediction definition.
      tags:
      - Prediction Definitions
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PredictionDefinitionInput'
      responses:
        '201':
          description: Prediction definition created successfully.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PredictionDefinition'
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /einstein/prediction-definitions/{predictionDefinitionId}:
    get:
      operationId: getPredictionDefinition
      summary: Salesforce Einstein Get a prediction definition
      description: Returns details of a specific prediction definition.
      tags:
      - Prediction Definitions
      parameters:
      - $ref: '#/components/parameters/PredictionDefinitionId'
      responses:
        '200':
          description: Successful response with prediction definition details.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PredictionDefinition'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
    patch:
      operationId: updatePredictionDefinition
      summary: Salesforce Einstein Update a prediction definition
      description: Updates an existing prediction definition.
      tags:
      - Prediction Definitions
      parameters:
      - $ref: '#/components/parameters/PredictionDefinitionId'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PredictionDefinitionInput'
      responses:
        '200':
          description: Prediction definition updated successfully.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PredictionDefinition'
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
    delete:
      operationId: deletePredictionDefinition
      summary: Salesforce Einstein Delete a prediction definition
      description: Deletes a prediction definition.
      tags:
      - Prediction Definitions
      parameters:
      - $ref: '#/components/parameters/PredictionDefinitionId'
      responses:
        '204':
          description: Prediction definition deleted successfully.
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
components:
  parameters:
    PredictionDefinitionId:
      name: predictionDefinitionId
      in: path
      required: true
      description: Unique identifier for the prediction definition.
      schema:
        type: string
  schemas:
    PredictionDefinitionList:
      type: object
      properties:
        predictionDefinitions:
          type: array
          items:
            $ref: '#/components/schemas/PredictionDefinition'
        totalSize:
          type: integer
    PredictionDefinitionInput:
      type: object
      properties:
        label:
          type: string
          description: Display label for the prediction.
        name:
          type: string
          description: API name of the prediction definition.
        outcome:
          $ref: '#/components/schemas/Outcome'
        predictionType:
          type: string
          enum:
          - Boolean
          - Categorical
          - Numeric
        sobjectType:
          type: string
          description: Salesforce object to predict on.
        pushbackField:
          type: string
          description: Field to write prediction scores to.
      required:
      - label
      - sobjectType
      - predictionType
    Error:
      type: object
      properties:
        message:
          type: string
        errorCode:
          type: string
        fields:
          type: array
          items:
            type: string
    PredictionDefinition:
      type: object
      properties:
        id:
          type: string
          description: Unique prediction definition identifier.
        label:
          type: string
          description: Display label for the prediction.
        name:
          type: string
          description: API name of the prediction definition.
        status:
          type: string
          enum:
          - Draft
          - Enabled
          - Disabled
          description: Status of the prediction definition.
        outcome:
          $ref: '#/components/schemas/Outcome'
        predictionType:
          type: string
          enum:
          - Boolean
          - Categorical
          - Numeric
          description: Type of prediction.
        sobjectType:
          type: string
          description: Salesforce object the prediction is built on.
        pushbackField:
          type: string
          description: Field where prediction scores are written.
        countOfModels:
          type: integer
          description: Number of models associated with this definition.
        createdDate:
          type: string
          format: date-time
        lastModifiedDate:
          type: string
          format: date-time
    Outcome:
      type: object
      properties:
        field:
          type: string
          description: Field that stores the outcome value.
        goal:
          type: string
          enum:
          - Maximize
          - Minimize
          description: Optimization goal for the prediction.
        label:
          type: string
          description: Label for the outcome.
  responses:
    Unauthorized:
      description: Unauthorized.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    BadRequest:
      description: Bad request.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    NotFound:
      description: Resource not found.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  securitySchemes:
    oauth2:
      type: oauth2
      description: Salesforce OAuth 2.0 authentication.
      flows:
        authorizationCode:
          authorizationUrl: https://login.salesforce.com/services/oauth2/authorize
          tokenUrl: https://login.salesforce.com/services/oauth2/token
          scopes:
            api: Full access to Salesforce APIs
            einstein_gpt: Access to Einstein AI features