International Business Machines Text Generation API

openapi: 3.0.3
info:
  title: International Business Machines IBM Cloud Object Storage Analyze Text Generation API
  description: The IBM Cloud Object Storage API provides a RESTful interface compatible with S3 for storing and retrieving objects in buckets. It supports features such as multipart uploads, versioning, lifecycle policies, and server-side encryption.
  version: 1.0.0
  contact:
    name: IBM Cloud
    url: https://cloud.ibm.com/docs/cloud-object-storage
  license:
    name: IBM Cloud Terms
    url: https://www.ibm.com/terms
servers:
- url: https://s3.us-south.cloud-object-storage.appdomain.cloud
  description: US South
- url: https://s3.eu-de.cloud-object-storage.appdomain.cloud
  description: EU Germany
- url: https://s3.eu-gb.cloud-object-storage.appdomain.cloud
  description: EU Great Britain
security:
- bearerAuth: []
tags:
- name: Text Generation
  description: Generate text using foundation models.
paths:
  /ml/v1/text/generation:
    post:
      operationId: textGeneration
      summary: International Business Machines Generate text
      description: Infer the next tokens for a given deployed model with a set of parameters.
      tags:
      - Text Generation
      parameters:
      - name: version
        in: query
        required: true
        schema:
          type: string
        description: The API version date.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TextGenerationRequest'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextGenerationResponse'
        '400':
          description: Bad request
        '401':
          description: Unauthorized
  /ml/v1/text/generation_stream:
    post:
      operationId: textGenerationStream
      summary: International Business Machines Generate text (streaming)
      description: Infer the next tokens for a given deployed model with a set of parameters, returning results as a stream.
      tags:
      - Text Generation
      parameters:
      - name: version
        in: query
        required: true
        schema:
          type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TextGenerationRequest'
      responses:
        '200':
          description: Successful streaming response
          content:
            text/event-stream:
              schema:
                type: string
  /ml/v1/text/tokenization:
    post:
      operationId: textTokenization
      summary: International Business Machines Tokenize text
      description: Return the tokens for the provided text with the given model.
      tags:
      - Text Generation
      parameters:
      - name: version
        in: query
        required: true
        schema:
          type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TokenizationRequest'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TokenizationResponse'
components:
  schemas:
    TokenizationRequest:
      type: object
      required:
      - model_id
      - input
      - project_id
      properties:
        model_id:
          type: string
        input:
          type: string
        project_id:
          type: string
    TokenizationResponse:
      type: object
      properties:
        model_id:
          type: string
        result:
          type: object
          properties:
            token_count:
              type: integer
            tokens:
              type: array
              items:
                type: string
    TextGenerationResponse:
      type: object
      properties:
        model_id:
          type: string
        created_at:
          type: string
        results:
          type: array
          items:
            type: object
            properties:
              generated_text:
                type: string
              generated_token_count:
                type: integer
              input_token_count:
                type: integer
              stop_reason:
                type: string
    TextGenerationRequest:
      type: object
      required:
      - model_id
      - input
      - project_id
      properties:
        model_id:
          type: string
          description: The ID of the model to use.
        input:
          type: string
          description: The prompt text.
        project_id:
          type: string
          description: The project ID.
        parameters:
          type: object
          properties:
            max_new_tokens:
              type: integer
            temperature:
              type: number
            top_p:
              type: number
            top_k:
              type: integer
            repetition_penalty:
              type: number
            stop_sequences:
              type: array
              items:
                type: string
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: IAM Token