How To Build an App Using ONLY AI | Base44 + n8n Beginner Tutorial | Vibe Coding

AI WorkshopAbout 6 min readSep 20, 2025Watch original
THE SUMMARYAI-generated

AI-Powered Career App with Base 44 and n8n: A Step-by-Step Guide

Key Concepts:

  • Base 44: A visual coding (vibe coding) platform for building applications using prompts instead of traditional coding.
  • n8n: A workflow automation platform used to create the backend AI agent and handle communication between the Base 44 frontend and AI models.
  • Webhooks: A mechanism for real-time communication between Base 44 and n8n, allowing the app to send user input to the AI agent and receive responses.
  • AI Agent: An automated system built in n8n that uses AI models (like Anthropic's Claude) and tools (like SERP API) to process user input and generate relevant career advice.
  • Prompt Engineering: The process of crafting effective prompts to guide Base 44 in building the desired app interface and functionality.
  • SERP API: An API used to access search engine results, enabling the AI agent to gather current information and data for career advice.

1. Introduction to Base 44 and the AI Career App

  • The video demonstrates building an AI-powered career coaching app using Base 44 for the frontend and n8n for the backend AI agent.
  • Base 44 is presented as a user-friendly vibe coding app, similar to Lovable and Cursor, but with key differences in ease of use and n8n integration.
  • The app aims to provide users with career advice and guidance through an AI-powered chat interface.

2. Demo of the AI Career App

  • The demo showcases the app's frontend, built with Base 44, featuring a clean and warm UI.
  • The app's functionality is demonstrated by sending a prompt ("Hello, I want to know about AI career") from the Base 44 frontend to the n8n backend.
  • The n8n workflow, using an Anthropic chat model and SERP API, processes the prompt and generates a comprehensive overview of AI careers.
  • The response is then sent back to the Base 44 frontend via a webhook and displayed in the chat interface.

3. Building the App Step-by-Step with Base 44

  • The video provides a step-by-step guide to building the app from scratch using Base 44.
  • Users are instructed to create a free Base 44 account (offering 25 message credits per month) and use a provided code ("workshop10") for an additional 10 free credits.
  • A comprehensive prompt is used to guide Base 44 in creating the app's UI, features, and webhook communication with n8n.
  • The prompt includes instructions for the app's look and feel, key features, and the importance of webhook communication for sending user input to n8n and receiving AI-generated responses.

4. Setting up the n8n Workflow

  • The video details the process of creating an n8n workflow to handle the backend logic of the AI career app.
  • The workflow is triggered by a webhook, configured to listen for POST requests from Base 44. The URL path is set to "b44" for easy identification.
  • An AI agent node is added to the workflow, using Anthropic's Claude model, to process user input and generate career advice.
  • The user's message from the webhook body is passed to the AI agent as input.
  • A SERP API node is integrated to enable the AI agent to access search engine results for up-to-date information.
  • The AI agent is given a system prompt: "You are a career coach. Your job is to answer questions to users asking in a professional way. Use the SER API tool if you need to access the internet or data that requires current information or events."
  • A "Respond to Webhook" node is added to send the AI agent's response back to the Base 44 frontend.

5. Testing and Troubleshooting the App

  • The video demonstrates testing the app by sending messages from the Base 44 frontend and observing the n8n workflow's execution.
  • Initial issues with displaying the AI agent's response on the frontend are addressed by prompting Base 44 to adjust the app's logic.
  • The video highlights the iterative nature of vibe coding, where prompts are used to refine the app's functionality and appearance.

6. Customizing the App's Design

  • The video showcases Base 44's ability to customize the app's design using prompts and screenshots.
  • A screenshot of the landing page is used to instruct Base 44 to change the color scheme and add cards to the design.
  • The app's design is updated automatically based on the prompt, demonstrating the ease of customization in Base 44.

7. Key Features and Advantages of Base 44

  • Design: Base 44's design is considered superior to other vibe coding apps.
  • Dashboard: The dashboard provides a centralized location for managing users, data, analytics, domains, security, and code.
  • User Authentication: Base 44 handles user authentication within the platform, eliminating the need for third-party services like Superbase.
  • Export Options: Projects can be exported to GitHub or as a ZIP file.
  • Screenshot-Based Editing: Screenshots can be used to easily specify design changes and prompt the platform to make adjustments.

8. Conclusion and Call to Action

  • The video concludes by emphasizing the ease of building AI-powered applications with Base 44 and n8n.
  • Viewers are encouraged to explore Base 44, join the VIP coding community, and learn how to monetize AI apps.
  • The video reiterates the availability of the "workshop10" code for extra free credits on Base 44.

Notable Quotes:

  • "[Base 44] is a vibe coding app similar to Lovable and Cursor, but it has a few key differences and it's extremely easy to use, including how to connect to NAN in the back end with our AI agent to give this app even more power."
  • "The great thing about B 44 is that you can use the authentication, all the users is kind of all in the same app, right?"
  • "All you have to do is grab a screenshot of this. And I'm just going to say for example uh please change the color scheme and design to add cards for example right in the attached section."

Technical Terms and Concepts:

  • Vibe Coding: A development approach that uses natural language prompts to generate code and build applications.
  • Prompt Engineering: The art of crafting effective prompts to guide AI models and vibe coding platforms in achieving desired outcomes.
  • Webhooks: Automated HTTP callbacks used to transmit data between applications in real-time.
  • AI Agent: An autonomous system that uses AI models and tools to perform specific tasks.
  • Chat Model: A type of AI model designed for conversational interactions.
  • System Prompt: A set of instructions given to an AI model to define its role, behavior, and constraints.
  • API (Application Programming Interface): A set of protocols and tools for building software applications.

Synthesis/Conclusion:

The video provides a practical demonstration of building an AI-powered career coaching app using Base 44 and n8n. It highlights the ease of use and flexibility of vibe coding with Base 44, particularly its seamless integration with n8n for creating a powerful backend AI agent. The step-by-step guide, combined with troubleshooting tips and customization techniques, empowers viewers to build their own AI-driven applications with minimal coding experience. The video also emphasizes the importance of prompt engineering and the benefits of Base 44's centralized dashboard and user authentication features.

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