Generate AI images in Telegram with GPT-4o enhancement and Flux Pro

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

AI Image Generator Bot — Telegram + AI/ML API This n8n workflow allows users to generate AI generated images by sending messages to a Telegram bot. Each request is logged in Google Sheets and li...

Best for

Content Creation automation workflows
Multimodal AI automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.telegramtrigger, n8n-nodes-base.googlesheets, n8n-nodes-base.aggregate, n8n-nodes-base.set, n8n-nodes-base.if, n8n-nodes-base.telegram, n8n-nodes-base.httprequest, n8n-nodes-aimlapi.aimlapi

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by AI/ML API | D1m7asis.

Original n8n.io source

1.1 Workflow description

Title: Generate AI images in Telegram with GPT-4o enhancement and Flux Pro
Workflow name: Generate AI images in Telegram with GPT-4o enhancement and Flux Pro

🧠 AI Image Generator Bot — Telegram + AI/ML API

This n8n workflow allows users to generate AI-generated images by sending messages to a Telegram bot. Each request is logged in Google Sheets and limited by a daily quota per user. Image prompts are enhanced by LLM before generation.

🚀 Features

📩 Telegram-based input
🧠 Prompt enhancement with GPT-4o
🎨 AI image generation via flux-pro model (AIMLAPI)
🖋 Auto-caption generation
📊 Usage tracked per user daily in Google Sheets
🔒 Daily request limits
✅ Graceful UX for over-limit cases

🛠 Setup Guide

1. 📲 Create Telegram Bot

Talk to @BotFather
Use /newbot → Choose a name and username
Save the bot token

2. 🔐 Set Up Credentials in n8n

Telegram API: Use your bot token
Google Sheets: Set up via OAuth2 or Service Account
AI/ML API: Set up with your API key from aimlapi.com

3. 📗 Prepare Google Sheet

Name: Any (e.g., Image bot usage statistic)
Sheet: Sheet1
Columns:

 user_id | date | query | result_url

Share the sheet with the email of your service/OAuth2 account

4. 🔧 Configure the Workflow

Open the n8n editor and import the JSON
Update:
- Telegram credential
- Google Sheets credential and Sheet ID
- AI/ML API credentials

⚙️ Flow Summary

Node	Function
`📩 Receive Telegram Message`	Triggered by user message
`📊 Fetch Usage Logs`	Reads today's entries from Sheet
`📈 Count Today’s Requests`	Counts how many generations today
`🔢 Set Daily Limit`	Sets default limit (5)
`🚦 Check Limit Exceeded?`	If over limit → notify
`🧠 Enhance Prompt`	Uses GPT-4o to improve user's prompt
`🎨 Generate Image`	Sends to AIMLAPI to generate
`🖋 Describe Image`	Generates caption for the image
`📤 Send Image to User`	Sends back to Telegram
`📝 Log Successful Generation`	Writes to Google Sheets

📁 Data Logging

Each successful generation is stored in Google Sheets:

user_id	date	query	result_url

💡 Example Prompt Flow

User sends:
```
astronaut cat floating in space
```
Bot replies:

> Here’s your image: > A majestic feline astronaut drifts through a glittering cosmic void, its helmet reflecting starlight.
The image is sent with the caption

🔄 Daily Limit

Default: 5 generations/day per Telegram user
You can change this in the 🔢 Set Daily Limit node

🧪 Testing

Use /execute workflow in Telegram — not "Execute Node" in editor
Log test results to sheet
Add extra Set nodes for debugging as needed

📎 Resources

🔗 AI/ML API Docs
🖼️ flux-pro Model UI

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - 📩 Receive Telegram Message

Type / Role: n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices: Version 1.2

Block 2 - 📊 Fetch Usage Logs

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.6

Block 3 - 📈 Count Today’s Requests

Type / Role: n8n-nodes-base.aggregate - aggregate
Config choices: Version 1

Block 4 - 🔢 Set Daily Limit

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 5 - 🚦 Check Limit Exceeded?

Type / Role: n8n-nodes-base.if - if
Config choices: Version 2.2

Block 6 - 🚫 Notify: Limit Exceeded

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1.2

Block 7 - 📝 Log Successful Generation

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.6

Block 8 - 🎨 Generate Image (AI/ML API | flux-pro)

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 9 - 🧠 Enhance Prompt (AI/ML API | GPT-4o)

Type / Role: n8n-nodes-aimlapi.aimlApi - aimlApi
Config choices: Version 1

Block 10 - 🖋 Describe Image (AI/ML API | GPT-4o)

Type / Role: n8n-nodes-aimlapi.aimlApi - aimlApi
Config choices: Version 1

Block 11 - 📤 Send Image to User

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1.2

Block 12 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 13 - Sticky Note1

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 14 - Sticky Note2

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 15 - Sticky Note3

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 16 - Sticky Note4

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 17 - Sticky Note5

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 18 - Sticky Note6

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 19 - Sticky Note8

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 20 - Sticky Note9

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 21 - Sticky Note10

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 22 - Sticky Note11

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

3. Summary Table

Workflow	Generate AI images in Telegram with GPT-4o enhancement and Flux Pro
Complexity	advanced
Nodes	22
Categories	Content Creation, Multimodal AI
Author	AI/ML API \| D1m7asis
Published	29 Jul 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/6651/6651.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source Content Creation workflows Multimodal AI workflows

Frequently asked questions

What does Generate AI images in Telegram with GPT-4o enhancement and Flux Pro do?

AI Image Generator Bot — Telegram + AI/ML API This n8n workflow allows users to generate AI generated images by sending messages to a Telegram bot. Each request is logged in Google Sheets and li...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Content Creation, Multimodal AI use case.

AI/ML API | D1m7asis

12 workflows

Nodes

n8n-nodes-base.telegramtrigger n8n-nodes-base.googlesheets n8n-nodes-base.aggregate n8n-nodes-base.set n8n-nodes-base.if n8n-nodes-base.telegram n8n-nodes-base.httprequest n8n-nodes-aimlapi.aimlapi

Complexity

advanced

Published 29 Jul 2025

Likes 0

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Install path: /data/workflows/6651/6651.json

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Generate AI images in Telegram with GPT-4o enhancement and Flux Pro

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

🧠 AI Image Generator Bot — Telegram + AI/ML API

🚀 Features

🛠 Setup Guide

1. 📲 Create Telegram Bot

2. 🔐 Set Up Credentials in n8n

3. 📗 Prepare Google Sheet

4. 🔧 Configure the Workflow

⚙️ Flow Summary

📁 Data Logging

💡 Example Prompt Flow

🔄 Daily Limit

🧪 Testing

📎 Resources

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - 📩 Receive Telegram Message

Block 2 - 📊 Fetch Usage Logs

Block 3 - 📈 Count Today’s Requests

Block 4 - 🔢 Set Daily Limit

Block 5 - 🚦 Check Limit Exceeded?

Block 6 - 🚫 Notify: Limit Exceeded

Block 7 - 📝 Log Successful Generation

Block 8 - 🎨 Generate Image (AI/ML API | flux-pro)

Block 9 - 🧠 Enhance Prompt (AI/ML API | GPT-4o)

Block 10 - 🖋 Describe Image (AI/ML API | GPT-4o)

Block 11 - 📤 Send Image to User

Block 12 - Sticky Note

Block 13 - Sticky Note1

Block 14 - Sticky Note2

Block 15 - Sticky Note3

Block 16 - Sticky Note4

Block 17 - Sticky Note5

Block 18 - Sticky Note6

Block 19 - Sticky Note8

Block 20 - Sticky Note9

Block 21 - Sticky Note10

Block 22 - Sticky Note11

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions