n8n Workflows Into Full Web Apps: Step by Step Build of an AI Flashcards App (Part 1)

Leonardo Grigorio | Build & Ship with AI April 23, 2025
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Leonardo Grigorio | Build & Ship with AI

@leonardogrig

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Your idea deserves to exist. I help builders at any level ship production data-driven apps using AI, modern tools, and a bias toward action.

Video Description

🔥 Join The AI Forge Community 👇 https://www.skool.com/the-ai-forge How to build a simple backend for a flashcards web application: We're going to do this step-by-step using n8n, which will act as our backend server, and Google Sheets for storing our flashcard data and logs using pagination and caching. A cool part is that we'll even incorporate AI to help generate flashcards automatically! We'll set up the necessary parts in n8n to create new flashcards, fetch existing ones, and register when an answer is given. This is Part 1 of the project, focusing entirely on building out this backend workflow in n8n and connecting it to Google Sheets. Timestamps: 00:00 - Introduction to building the backend with n8n and Google Sheets 01:54 - Overview of the three main endpoints needed 02:27 - Building the 'generate flashcards' endpoint using AI 19:00 - Creating the 'get flashcards' endpoint with pagination and caching 31:13 - Developing the 'register answer' endpoint for logging results ✨n8n Cloud (Affiliate Link—Using it supports me!): https://n8n.partnerlinks.io/c2uubbc6vgax The Recording Software I use (Canvid): https://aibuilders.short.gy/canvid 📱 X: https://x.com/leonardogrig 💼 LinkedIn: https://www.linkedin.com/in/leonardogrig

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