(5/5)

Generate Exam Questions

Automated workflow: Generate Exam Questions. This workflow integrates 21 different services: convertToFile, stickyNote, vectorStoreQdrant, chainRetrievalQa, splitInBatches. It contains 53 nodes and follows best practices for error handling and security.

Integrations Used (3)

HTTP Request

Google Docs

Google Sheets

Workflow Structure (32 nodes)

100%

Manual Trigger

When clicking ‘Test workflow’

Http Request

Create collection

Http Request

Refresh collection

Google Docs

Get Doc

Code

Converto di MD

Convert To File

Convert to File

No Op

Open questions

No Op

Embeddings OpenAI

No Op

Qdrant Vector Store

No Op

Token Splitter

No Op

Default Data Loader

Split In Batches

Loop Over Items

No Op

Answer questions

Google Sheets

Write open

No Op

Google Gemini Chat Model2

No Op

Google Gemini Chat Model

No Op

Closed questions

No Op

Item List Output Parser

No Op

Item List Output Parser1

Split In Batches

Loop Over Items1

No Op

Google Gemini Chat Model3

No Op

Google Gemini Chat Model1

No Op

Embeddings OpenAI2

No Op

Qdrant Vector Store2

No Op

Answer and create options

No Op

Embeddings OpenAI1

No Op

Qdrant Vector Store1

No Op

RAG

No Op

Vector Store Retriever

No Op

Google Gemini Chat Model4

No Op

Structured Output Parser

Google Sheets

Write closed

Node Types:

trigger

default

http

code

action

transform

logic

Requires credentials

Prerequisites

Required Credentials (6)

Google Docs

Used by: Get Doc

Docs

Google Palm

Used by: Google Gemini Chat Model, Google Gemini Chat Model1 +3 more

Docs

Google Sheets

Used by: Write open, Write closed

Docs

HTTP Header Auth

Used by: Create collection, Refresh collection

Docs

OpenAI

Used by: Embeddings OpenAI, Embeddings OpenAI2 +1 more

Docs

Qdrant

Used by: Qdrant Vector Store, Qdrant Vector Store1 +1 more

Docs

Multiple services required

This workflow needs 6 different credentials. Make sure you have accounts for all services before importing.

Complexity

Advanced

Expert level. Custom code, complex logic, many integrations.

Setup time: ~1 hour

Score: 90/100

Custom Code

Loops

6 Integrations

When to Use This Workflow

Automated Reporting

Automatically collect and organize data into spreadsheets for analysis.

Spend less time on data entry and more time on insights.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "7Qa2mH7PnDxy7Qat",
  "meta": {
    "instanceId": "workflow-538bbb6f",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:45.361940",
    "updatedAt": "2025-09-29T07:07:45.361983",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "Generate Exam Questions",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...