{"workflow":{"id":13135,"name":"Create anti-cheating tests from PDFs with GPT-4o-mini and Google Docs","views":43,"recentViews":0,"totalViews":43,"createdAt":"2026-01-31T21:49:23.224Z","description":"Extract content from PDFs, generate two different test versions with AI, and create formatted Google Docs with automated email delivery.\nThis workflow extracts text from PDF teaching materials, uses OpenAI to generate 10 test questions in two different versions (Group A and B), creates a formatted Google Doc, and sends an email notification with the document link. Perfect for teachers who need to prevent student cheating while saving time on test creation.\n\nTools used: OpenAI GPT-4o-mini, Google Docs, Google Drive, Gmail","workflow":{"id":"8cmZ2C8vmHtA9wLl6uaML","meta":{"instanceId":"3c3a298b7629aaf1e96591b02fc4099512cb09e6e4fbad2c9a91b0f71f43dc3b"},"name":"Generate student tests from PDFs using AI and Google Docs","tags":[],"nodes":[{"id":"9ad448d2-3e46-4370-a94a-c5660c2a011c","name":"Form Trigger","type":"n8n-nodes-base.formTrigger","position":[112,448],"webhookId":"9bc4238f-b6e9-4c43-9088-2e752980ce07","parameters":{"options":{"appendAttribution":false},"formTitle":"AI Test Generator","formFields":{"values":[{"fieldLabel":"Name","requiredField":true},{"fieldLabel":"Subject","requiredField":true},{"fieldLabel":"Grade","placeholder":"e.g. 10th Grade","requiredField":true},{"fieldType":"date","fieldLabel":"Date","requiredField":true},{"fieldType":"file","fieldLabel":"Upload PDF","requiredField":true,"acceptFileTypes":".pdf"},{"fieldType":"email","fieldLabel":"Email","requiredField":true}]},"formDescription":"Generate test questions from PDF materials"},"typeVersion":2.5},{"id":"9f09d15c-af0f-4dc4-b001-02bad462747a","name":"Extract PDF","type":"n8n-nodes-base.extractFromFile","position":[320,448],"parameters":{"options":{},"operation":"pdf","binaryPropertyName":"Upload_PDF"},"typeVersion":1.1},{"id":"6cae75f2-f3a2-46a7-ae32-9cba52b7a691","name":"AI Generate","type":"@n8n/n8n-nodes-langchain.openAi","position":[496,448],"parameters":{"modelId":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{"maxTokens":3000,"textFormat":{"textOptions":{"type":"json_schema","schema":"{\"type\":\"object\",\"properties\":{\"test_title\":{\"type\":\"string\"},\"questions\":{\"type\":\"array\",\"items\":{\"type\":\"object\",\"properties\":{\"group\":{\"type\":\"string\",\"enum\":[\"A\",\"B\"]},\"number\":{\"type\":\"integer\"},\"type\":{\"type\":\"string\",\"enum\":[\"fill-in\",\"multiple-choice\",\"problem\"]},\"text\":{\"type\":\"string\"},\"options\":{\"type\":\"array\",\"items\":{\"type\":\"string\"}},\"correct_answer\":{\"type\":\"string\"},\"points\":{\"type\":\"integer\"}},\"required\":[\"group\",\"number\",\"type\",\"text\",\"options\",\"correct_answer\",\"points\"],\"additionalProperties\":false}},\"additionalProperties\":false},\"required\":[\"test_title\",\"questions\"],\"additionalProperties\":false}"}}},"responses":{"values":[{"role":"system","content":"You are a professional test generation system for educational materials.\n\nGENERAL RULES:\n\n1. Language: Write in English only, using clear and professional language.\n\n2. Accuracy:\n - Be professionally precise\n - Do not invent data not present in the input material\n - Do not repeat concepts across multiple questions\n\n3. Pedagogical Quality:\n - Avoid questions requiring mere memorization of numbers\n - Questions must test understanding, not rote memory\n - Distractors (wrong answers) must be realistic and represent common student errors\n - For problem-solving tasks, always specify units of measurement\n\nTEST STRUCTURE:\n\nGenerate 10 questions total, divided into two independent groups:\n\nGROUP A – 5 questions\nGROUP B – 5 questions\n\nFor EACH group:\n- 2 \"fill-in\" questions (easy – basic concepts)\n- 2 \"multiple-choice\" questions with 4 options (medium – understanding)\n- 1 \"problem\" question (hard – application of knowledge)\n\nQuestions in Group A and Group B must be substantially different.\n\nOUTPUT FORMAT:\n- Return ONLY valid JSON\n- Follow the predefined schema exactly\n- Do not add explanations or text outside JSON"},{"content":"={{ $json.text }}"}]},"builtInTools":{}},"credentials":{"openAiApi":{"id":null,"name":"[Set OpenAI credentials]"}},"typeVersion":2.1},{"id":"4ab7a9bc-c1e0-4428-a0e5-c3c5a47a2be7","name":"Format Test","type":"n8n-nodes-base.code","position":[768,448],"parameters":{"jsCode":"const ai = $input.first().json;\nconst qs = ai.output[0].content[0].text.questions;\nconst form = $('Form Trigger').item.json;\n\nconst h = `SUBJECT: ${form.Subject}\\nGRADE: ${form.Grade}\\nDATE: ${form.Date}\\nSTUDENT NAME: _________________________\\n\\n───────────────────────────────────────\\n\\n`;\n\nfunction fmt(q) {\n let t = `${q.number}. ${q.text}\\n\\n`;\n if (q.type === \"multiple-choice\" && q.options?.length === 4) {\n t += `a) ${q.options[0]}\\nb) ${q.options[1]}\\nc) ${q.options[2]}\\nd) ${q.options[3]}\\n\\n`;\n }\n t += \"Answer:\\n______________________________\\n\";\n if (q.type === \"problem\") t += \"Work:\\n______________________________\\n\";\n t += `\\nPoints: ${q.points}\\n\\n`;\n return t;\n}\n\nconst a = qs.filter(q => q.group === \"A\");\nconst b = qs.filter(q => q.group === \"B\");\n\nlet tA = h + `=== GROUP A ===\\n\\n`;\na.forEach(q => tA += fmt(q));\n\nlet tB = h + `=== GROUP B ===\\n\\n`;\nb.forEach(q => tB += fmt(q));\n\nreturn [{json: {textA: tA, textB: tB}}];"},"typeVersion":2},{"id":"137926bb-065b-4612-ac7b-a4612bae4a5a","name":"Create Doc","type":"n8n-nodes-base.googleDocs","position":[992,448],"parameters":{"title":"={{ $('Form Trigger').item.json.Subject }} - {{ $('Form Trigger').item.json.Grade }} - {{ $('Form Trigger').item.json.Date }}"},"credentials":{"googleDocsOAuth2Api":{"id":null,"name":"[Set Google Docs credentials]"}},"typeVersion":2},{"id":"35286471-c560-4175-a6b7-e1fa74444e15","name":"Share Doc","type":"n8n-nodes-base.googleDrive","position":[1136,448],"parameters":{"fileId":{"__rl":true,"mode":"id","value":"={{ $json.id }}"},"options":{},"operation":"share","permissionsUi":{"permissionsValues":{"role":"reader","type":"anyone"}}},"credentials":{"googleDriveOAuth2Api":{"id":null,"name":"[Set Google Drive credentials]"}},"typeVersion":3},{"id":"fa6d3d38-6f02-48c7-aeaa-ae800affbe22","name":"Insert Group A","type":"n8n-nodes-base.googleDocs","position":[1280,448],"parameters":{"actionsUi":{"actionFields":[{"text":"={{ $('Format Test').item.json.textA }}","action":"insert"}]},"operation":"update","documentURL":"={{ $('Create Doc').item.json.id }}"},"credentials":{"googleDocsOAuth2Api":{"id":null,"name":"[Set Google Docs credentials]"}},"typeVersion":2},{"id":"43e1d9a2-8969-42bc-96c6-ba20b7d07a4e","name":"Page Break","type":"n8n-nodes-base.googleDocs","position":[1424,448],"parameters":{"actionsUi":{"actionFields":[{"action":"insert","object":"pageBreak"}]},"operation":"update","documentURL":"={{ $('Create Doc').item.json.id }}"},"credentials":{"googleDocsOAuth2Api":{"id":null,"name":"[Set Google Docs credentials]"}},"typeVersion":2},{"id":"65835ab4-9049-47c2-bdec-aab494584899","name":"Insert Group B","type":"n8n-nodes-base.googleDocs","position":[1568,448],"parameters":{"actionsUi":{"actionFields":[{"text":"={{ $('Format Test').item.json.textB }}","action":"insert"}]},"operation":"update","documentURL":"={{ $('Create Doc').item.json.id }}"},"credentials":{"googleDocsOAuth2Api":{"id":null,"name":"[Set Google Docs credentials]"}},"typeVersion":2},{"id":"618a02e0-1855-42c4-a208-6fdb08732839","name":"Send Email","type":"n8n-nodes-base.gmail","position":[1808,448],"webhookId":"851c17fe-79c1-4a85-88a5-b9389b9291c6","parameters":{"sendTo":"={{ $('Form Trigger').item.json.Email }}","message":"

Dear {{ $('Form Trigger').item.json.Name }},

Your test has been generated!

📄 Link:
Open Document

Details:

✓ Two versions (Group A & B)
✓ Ready to print

AI Test Generator

","options":{},"subject":"={{ $('Form Trigger').item.json.Subject }} - Test Ready"},"credentials":{"gmailOAuth2":{"id":null,"name":"[Set Gmail credentials]"}},"typeVersion":2.2},{"id":"53a169ac-2f10-4925-bf54-f52ec3dc9716","name":"📝 Overview","type":"n8n-nodes-base.stickyNote","position":[64,-256],"parameters":{"width":420,"height":476,"content":"## How it works\n\n1. **User submits form** with PDF teaching materials\n2. **PDF text extraction** pulls content from document \n3. **AI generates questions** (10 total: 5 Group A, 5 Group B)\n4. **Google Doc created** with both test versions\n5. **Email sent** with document link\n\nTotal time: ~60 seconds\n\n## Setup steps\n\n1. Add OpenAI API key (for question generation)\n2. Add Google Docs OAuth2 (for document creation)\n3. Add Google Drive OAuth2 (for sharing)\n4. Add Gmail OAuth2 (for email notifications)\n5. (Optional) Set Google Drive folder ID in \"Create Doc\" node\n6. Test with sample PDF\n\n**Cost:** ~$0.002 per test (GPT-4o-mini)"},"typeVersion":1},{"id":"12dc0854-1599-4af4-9d57-1e4260210a12","name":"Group: Input","type":"n8n-nodes-base.stickyNote","position":[64,256],"parameters":{"color":7,"width":388,"height":404,"content":"## 📝 Form & PDF Processing\n\nCaptures user input and extracts text from PDF document."},"typeVersion":1},{"id":"22f479f2-7881-4d9a-a8f8-30bdd041ca8f","name":"Group: AI","type":"n8n-nodes-base.stickyNote","position":[480,256],"parameters":{"color":7,"width":452,"height":396,"content":"## 🤖 AI Question Generation\n\nOpenAI generates 10 questions (5 per group) based on PDF content.\n\n**Model:** GPT-4o-mini \n**Cost:** ~$0.002 per test"},"typeVersion":1},{"id":"7e75915b-1c49-48fb-be90-7de4c8382361","name":"Group: Docs","type":"n8n-nodes-base.stickyNote","position":[960,256],"parameters":{"color":7,"width":756,"height":388,"content":"## 📄 Google Docs Output\n\nCreates formatted document with both test versions and auto-shares with link."},"typeVersion":1},{"id":"851da681-c3b3-495a-b59d-e0b1077650a3","name":"Group: Email","type":"n8n-nodes-base.stickyNote","position":[1744,256],"parameters":{"color":7,"width":260,"height":388,"content":"## ✉️ Email Notification\n\nSends professional email with document link."},"typeVersion":1}],"active":false,"pinData":{},"settings":{"availableInMCP":false,"executionOrder":"v1"},"versionId":"6780eb7b-1334-4560-a97b-a37d16069e2c","connections":{"Share Doc":{"main":[[{"node":"Insert Group A","type":"main","index":0}]]},"Create Doc":{"main":[[{"node":"Share Doc","type":"main","index":0}]]},"Page Break":{"main":[[{"node":"Insert Group B","type":"main","index":0}]]},"AI Generate":{"main":[[{"node":"Format Test","type":"main","index":0}]]},"Extract PDF":{"main":[[{"node":"AI Generate","type":"main","index":0}]]},"Format Test":{"main":[[{"node":"Create Doc","type":"main","index":0}]]},"Form Trigger":{"main":[[{"node":"Extract PDF","type":"main","index":0}]]},"Insert Group A":{"main":[[{"node":"Page Break","type":"main","index":0}]]},"Insert Group B":{"main":[[{"node":"Send Email","type":"main","index":0}]]}}},"lastUpdatedBy":1,"workflowInfo":{"nodeCount":15,"nodeTypes":{"n8n-nodes-base.code":{"count":1},"n8n-nodes-base.gmail":{"count":1},"n8n-nodes-base.googleDocs":{"count":4},"n8n-nodes-base.stickyNote":{"count":5},"n8n-nodes-base.formTrigger":{"count":1},"n8n-nodes-base.googleDrive":{"count":1},"n8n-nodes-base.extractFromFile":{"count":1},"@n8n/n8n-nodes-langchain.openAi":{"count":1}}},"status":"published","readyToDemo":null,"user":{"name":"Sasha","username":"sasha","bio":"","verified":false,"links":[],"avatar":"https://gravatar.com/avatar/4d5af8f52ef9aff28b1d683dd06096edd730050c9aa4051f1f76279a3b642416?r=pg&d=retro&size=200"},"nodes":[{"id":58,"icon":"file:googleDrive.svg","name":"n8n-nodes-base.googleDrive","codex":{"data":{"resources":{"generic":[{"url":"https://n8n.io/blog/your-business-doesnt-need-you-to-operate/","icon":" 🖥️","label":"Hey founders! 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