Brainfish · Arazzo Workflow

Generate an answer and follow-up questions

Version 1.0.0

Generate a cited AI answer for an end-user question, then generate suggested follow-up questions.

1 workflow 2 source APIs 1 provider
View Spec View on GitHub CompanyArtificial IntelligenceCustomer-SupportKnowledge BaseHelp DeskAgentsSupport AutomationSoftware-as-a-ServiceArazzoWorkflows

Provider

brainfish

Workflows

answer-and-followups
Answer a user question, then produce follow-up questions.
2 steps inputs: conversationId, question

Source API Descriptions

Arazzo Workflow Specification

Raw ↑
arazzo: 1.0.1
info:
  title: Generate an answer and follow-up questions
  version: 1.0.0
  summary: Generate a cited AI answer for an end-user question, then generate suggested follow-up questions.
sourceDescriptions:
- name: conversationsApi
  url: ../openapi/brainfish-conversations-api-openapi.yml
  type: openapi
- name: usersApi
  url: ../openapi/brainfish-users-api-openapi.yml
  type: openapi
workflows:
- workflowId: answer-and-followups
  summary: Answer a user question, then produce follow-up questions.
  inputs:
    type: object
    properties:
      question: {type: string}
      conversationId: {type: string}
  steps:
  - stepId: answer
    operationId: generateUserAnswer
    requestBody:
      contentType: application/json
      payload:
        question: $inputs.question
    successCriteria:
    - condition: $statusCode == 200
  - stepId: followUps
    operationId: generateFollowUpQuestions
    parameters:
    - name: conversationId
      in: path
      value: $inputs.conversationId
    successCriteria:
    - condition: $statusCode == 200

Work with this as data

Every workflow here is available over the APIs.io API and to AI agents over MCP.

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Tools for arazzo workflows

4 MCP tools reach this
  • find_arazzoBrowse and filter every workflow in the catalog.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This workflow
curl "https://apis.io/api/v1/arazzo/brainfish-answer-and-followups"
All arazzo workflows
curl "https://apis.io/api/v1/arazzo?limit=25"

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