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

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

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.

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.

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).

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.