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Turn text into cinematic videos using GPT-4, Dumpling FLUX.1 Pro, and Veo 3

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Important notice

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

1. Workflow Overview

What this workflow does This automation transforms a short text idea into a cinematic video by chaining together three powerful AI services: GPT 4.1 for scene creation, Dumpling AI’s FLUX.1 Pro ...

Best for

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

Tools used

n8n-nodes-base.formtrigger, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.httprequest, n8n-nodes-base.code, n8n-nodes-base.wait, n8n-nodes-base.if, n8n-nodes-base.googlesheets, n8n-nodes-base.stickynote

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Yang.

Original n8n.io source

1.1 Workflow description

Title
Turn text into cinematic videos using GPT-4, Dumpling FLUX.1 Pro, and Veo 3
Workflow name
Turn text into cinematic videos using GPT-4, Dumpling FLUX.1 Pro, and Veo 3

🧾 What this workflow does

This automation transforms a short text idea into a cinematic video by chaining together three powerful AI services: GPT-4.1 for scene creation, Dumpling AI’s FLUX.1 Pro model for visual generation, and KIE API (Veo 3) for cinematic video creation. The system fully automates the journey from raw concept to video output, returning the final video URL.


👤 Who is this for

  • Content creators who want to test visual ideas quickly
  • Agencies creating moodboards, ad scenes, or pitch visuals
  • Solo marketers or founders without video editing skills
  • AI automation builders creating content tools

⚙️ How to set up

✅ Requirements

  • OpenAI GPT-4.1 API key
  • Dumpling AI (FLUX.1 Pro model) API token
  • KIE API account with access to the Veo 3 endpoint
  • Optional: Tool to store or share the final video link (e.g., Google Sheets, Slack)

🔧 Setup steps

  1. Start with a text idea
    Example: “A lion running through misty mountains at sunrise.”

  2. GPT-4.1 Node:

    • Expands the idea into two parts:
      • Cinematic Prompt: Describes the atmosphere, emotion, and camera movement.
      • Image Prompt: A vivid single-frame visual to generate the base image.
  3. Dumpling AI Node (FLUX.1 Pro):

    • Takes the image prompt and returns a cinematic-style image.
    • You can customize dimensions, steps, seed, and guidance level.
  4. KIE API Node (Veo 3):

    • Sends both the cinematic prompt and image to the Veo 3 model.
    • The model returns a video URL (e.g., 3–6 seconds cinematic footage).
  5. Final Output:

    • The video URL is returned by the HTTP node.
    • You can connect this to Airtable, Slack, Telegram, or Google Sheets to log the result or share with your team.

🧠 How it works

  • You input a text idea
  • GPT-4.1 turns it into both a detailed cinematic prompt and a base image prompt
  • Dumpling AI generates the image
  • KIE API’s Veo 3 turns it into a cinematic video
  • The final video URL is returned for download or embedding

💡 Customization Ideas

  • Add a Telegram bot to trigger this workflow with an idea via message
  • Route video links to a Notion database or content calendar
  • Add a loop with rating logic to regenerate low-rated videos
  • Use Google Drive to auto-save videos in brand folders
  • Automate weekly video ideation for social media using a prompt list

This workflow helps you turn raw imagination into cinematic motion using AI. From social content to storyboarding, you can generate compelling visuals in minutes — no design or video background needed.

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 - Capture Image Idea

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

Block 2 - Generate Image Prompt (GPT-4.1)

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

Block 3 - Generate Image (FLUX.1 Pro) with Dumpling AI

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

Block 4 - Generate Video Prompt (GPT-4o)

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

Block 5 - Upload Image to KIE API for Veo 3

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

Block 6 - Clean Video Prompt (Remove \n)

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 7 - Generate Video (Veo 3) with KIE API

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

Block 8 - Wait for Video Processing (80s)

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 9 - Check Video Status (Veo 3)

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

Block 10 - Video Ready?

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

Block 11 - Retry Delay (20s)

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 12 - Log to Google Sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.7

Block 13 - Sticky Note

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

Block 14 - Sticky Note1

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

Block 15 - Sticky Note2

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

3. Summary Table

Workflow Turn text into cinematic videos using GPT-4, Dumpling FLUX.1 Pro, and Veo 3
Complexity advanced
Nodes 15
Categories Content Creation, Multimodal AI
Author Yang
Published 13 Sept 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/8564/8564.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

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

  4. 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. 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.

Frequently asked questions

What does Turn text into cinematic videos using GPT-4, Dumpling FLUX.1 Pro, and Veo 3 do?

What this workflow does This automation transforms a short text idea into a cinematic video by chaining together three powerful AI services: GPT 4.1 for scene creation, Dumpling AI’s FLUX.1 Pro ...

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.