Build Your First AI Agent in 20 Minutes (No Coding Required)

Want to create an AI agent—something that can reason, act, and automate tasks—without writing a single line of code? This video tutorial walks you through exactly that. In just ~20 minutes, you’ll learn how to set up a working AI agent, connect tools, give it memory, and have it perform actions automatically.

Here is a breakdown of the tools and process described in the video:

  1. Make.com: This is the core platform where you will build the automation by connecting various modules.
  2. Gmail: The process begins with a Gmail module that acts as a trigger. It is configured to watch for new emails with a specific subject, such as “headline AI.”
  3. Text Parser: This module extracts the news article URL from the body of the incoming email.
  4. HTTP Request: This module is used multiple times throughout the workflow:
    • To get the content of the news article from the extracted URL.
    • To send a request to Nano Banana (also known as Gemini 2.5 flash image preview) to generate a meme image.
    • To send the generated image to Cloudinary to get a shareable URL.
  5. Google Gemini: This module analyzes the article content to create a “meme plan.” It returns a structured JSON output with details like the meme template, top and bottom text, and the final tweet text.
  6. JSON Parser: This tool is used to extract the specific variables (e.g., top text, bottom text, tweet text) from the JSON output provided by the Gemini module.
  7. Cloudinary: This service hosts the generated image and converts the base64 string into a public URL.

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