Salesforce Einstein

Salesforce Einstein Datasets API

Manage text datasets for training models

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-datasets-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-datasets-api-openapi.yml Raw ↑ 
openapi: 3.1.0
info:
  title: Salesforce Einstein Bots AI Record Insights Datasets 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: Datasets
  description: Manage text datasets for training models
paths:
  /datasets:
    get:
      operationId: listDatasets
      summary: Salesforce Einstein List datasets
      description: Returns a list of all language datasets associated with the account.
      tags:
      - Datasets
      parameters:
      - name: offset
        in: query
        schema:
          type: integer
          default: 0
      - name: count
        in: query
        schema:
          type: integer
          default: 25
          maximum: 100
      responses:
        '200':
          description: Successful response with list of datasets.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DatasetList'
        '401':
          $ref: '#/components/responses/Unauthorized'
    post:
      operationId: createDataset
      summary: Salesforce Einstein Create a dataset
      description: Creates a new text classification dataset.
      tags:
      - Datasets
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              type: object
              properties:
                name:
                  type: string
                  description: Name of the dataset.
                type:
                  type: string
                  enum:
                  - text-sentiment
                  - text-intent
                  description: Type of the dataset.
                path:
                  type: string
                  description: URL of the .csv file containing training data.
              required:
              - name
              - type
      responses:
        '200':
          description: Dataset created successfully.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /datasets/{datasetId}:
    get:
      operationId: getDataset
      summary: Salesforce Einstein Get a dataset
      description: Returns details of a specific language dataset.
      tags:
      - Datasets
      parameters:
      - $ref: '#/components/parameters/DatasetId'
      responses:
        '200':
          description: Successful response with dataset details.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
    delete:
      operationId: deleteDataset
      summary: Salesforce Einstein Delete a dataset
      description: Deletes a dataset and all associated examples and models.
      tags:
      - Datasets
      parameters:
      - $ref: '#/components/parameters/DatasetId'
      responses:
        '200':
          description: Dataset deleted successfully.
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
components:
  schemas:
    LabelSummary:
      type: object
      properties:
        labels:
          type: array
          items:
            $ref: '#/components/schemas/Label'
    Label:
      type: object
      properties:
        id:
          type: integer
        datasetId:
          type: integer
        name:
          type: string
        numExamples:
          type: integer
    DatasetList:
      type: object
      properties:
        object:
          type: string
        data:
          type: array
          items:
            $ref: '#/components/schemas/Dataset'
    Error:
      type: object
      properties:
        message:
          type: string
          description: Human-readable error message.
        errorCode:
          type: string
          description: Machine-readable error code.
    Dataset:
      type: object
      properties:
        id:
          type: integer
          description: Unique dataset identifier.
        name:
          type: string
          description: Name of the dataset.
        type:
          type: string
          enum:
          - text-sentiment
          - text-intent
          description: Type of the dataset.
        createdAt:
          type: string
          format: date-time
        updatedAt:
          type: string
          format: date-time
        labelSummary:
          $ref: '#/components/schemas/LabelSummary'
        totalExamples:
          type: integer
        totalLabels:
          type: integer
        available:
          type: boolean
        statusMsg:
          type: string
        object:
          type: string
  responses:
    Unauthorized:
      description: Unauthorized. Invalid or missing bearer token.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    BadRequest:
      description: Bad request. Invalid parameters or missing required fields.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    NotFound:
      description: Resource not found.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  parameters:
    DatasetId:
      name: datasetId
      in: path
      required: true
      description: Unique identifier for the dataset.
      schema:
        type: integer
  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