Personalize resumes & cover letters with AI, GitHub Pages and Google Drive

by Michael A Putra · 8,341 views · created 2025-10-28 · Document Extraction, AI RAG

What this workflow does

This AI workflow has 26 nodes and runs when an HTTP GET request hits its webhook URL (plus 3 other triggers). Along the way it connects OpenAI Chat Model, Data table, Google Sheets and Google Drive and 2 more. It also calls 0.0.0.0:3000 over HTTP.

How it runs

Trigger: When an HTTP GET request hits its webhook URL (plus 3 other triggers).

1. HTTP Request: calls 0.0.0.0:3000 (POST)
2. AI Agent: runs an AI agent, with model: OpenAI Chat Model; 1 tool (experience table); memory: Simple Memory; output parser: JSON Output
3. AI Agent: runs an AI agent, with model: OpenAI Chat Model; memory: Simple Memory; output parser: Structured Output Parser
4. css +yml code (Edit Fields (Set)): sets 3 fields: css, html, yml
5. Upload file (Google Drive): uses Google Drive
6. change JSON to HTML (Code): runs custom JavaScript code
7. Insert row (Data table): uses Data table
8. style.css (GitHub): work with file
9. Append or update row in sheet (Google Sheets): append or update
10. HTML: parses or builds HTML

…plus 5 more steps. See the full node list below.

Services it uses

OpenAI Chat ModelData tableGoogle SheetsGoogle DriveTelegramGitHub

HTTP calls to: 0.0.0.0:3000

Before you upgrade to n8n 3.0

Nodes used (18)

• HTTP Requestn8n-nodes-base.httpRequest
• AI Agent@n8n/n8n-nodes-langchain.agent
• OpenAI Chat Model@n8n/n8n-nodes-langchain.lmChatOpenAi
• Simple Memory@n8n/n8n-nodes-langchain.memoryBufferWindow
• Structured Output Parser@n8n/n8n-nodes-langchain.outputParserStructured
• Data tablen8n-nodes-base.dataTable
• Data Table Tooln8n-nodes-base.dataTableTool
• Google Sheetsn8n-nodes-base.googleSheets
• Google Driven8n-nodes-base.googleDrive
• Telegramn8n-nodes-base.telegram
• Chat Trigger@n8n/n8n-nodes-langchain.chatTrigger
• Telegram Triggern8n-nodes-base.telegramTrigger
• Webhookn8n-nodes-base.webhook
• GitHubn8n-nodes-base.github
• HTMLn8n-nodes-base.html
• Coden8n-nodes-base.code
• Manual Triggern8n-nodes-base.manualTrigger
• Edit Fields (Set)n8n-nodes-base.set

From the author

🧠 Automated Resume & Cover Letter Generator This project is an automation workflow that generates a personalized resume and cover letter for each job listing. --- 🚀 Features Automated Resume Crafting - Generates an HTML resume from your data. - Hosts it…

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