Case Studies/Automated AI Text-to-Image Generation Agent
AI Agents

Automated AI Text-to-Image Generation Agent

This advanced n8n template demonstrates how to use AI to generate custom images from scratch - fully automated, prompt-driven, and ready to deploy at scale. It triggers via Telegram or API, parses natural language prompts, creates structured image generation parameters, generates high-quality visuals using models like Flux or Gemini, and delivers the result instantly.

<10s
Generation Time
100%
Automated
Creative Possibilities
Multi
Model Support

Workflow Architecture

n8n Workflow Diagram

Visual representation of the n8n automation flow

The Challenge

Creating custom, high-quality visuals for marketing, social media, or storyboards is time-consuming and often requires expensive software or manual prompt engineering.

The Solution

An automated bot that takes simple chat messages, refines them into expert design prompts using an LLM, and instantly generates production-ready images via top-tier AI models.

Key Features

Multi-Channel Triggering

Initiate generation via Telegram, n8n Chat, or API calls.

Smart Prompt Refinement

Uses an AI Agent to rewrite simple inputs into detailed, high-quality image prompts.

Model Flexibility

Supports Flux, Google Gemini, OpenAI DALL-E 3, and more.

Automated Delivery

Sends the generated image back to chat or saves it to local disk/cloud.

Technical Deep Dive

Telegram Trigger

Receives user prompts.

AI Agent (Gemini)

Processes & refines prompts.

HTTP Request

Fetches generated image data.

Code Node

Cleans JSON & sets filenames.

Prerequisites

  • Google Gemini / OpenAI account with image generation access
  • Telegram Bot Token (if using Telegram trigger)
  • n8n instance with file system access (optional)

How It Works

  1. 1

    Import the workflow package into n8n.

  2. 2

    Configure Telegram Trigger and AI Agent credentials.

  3. 3

    Customize the 'Fields - Set Values' node for default resolution (e.g., 1080x1920) and model (Flux, Gemini).

  4. 4

    Open your Telegram bot, type a prompt, and watch the magic happen.

Need this exact workflow?

We can deploy and customize this agent for your specific business needs in less than 48 hours.

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