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From topic to publish-ready video — without touching it.
Content creation for most creators is a manual assembly line: write a script, record, edit, generate a thumbnail, write a description, upload, cross-post. Every step requires manual effort.
What you get
Takes a topic or brief as input and orchestrates a fully automated workflow that produces a publish-ready video draft — script, voiceover, video generation, and upload — without manual intervention.
Demo output coming soon — this project is currently In Progress.
Want something like this for your channel?
Let's talk →AI Content Production Pipeline
Tier 3In ProgressWorkflow OrchestrationAsync PipelinesAutomation
Architecture
Input
Topic Input→Script Generation→
DigitalOcean
Script Review→Voice Synthesis→Thumbnail Gen→Metadata Gen→Upload Pipeline→
Delivery
Notification
Tech Stack
| Layer | Technology |
|---|---|
| Orchestration | Python + Celery or Prefect |
| Script generation | OpenAI GPT-4o |
| Voice synthesis | ElevenLabs API |
| Video generation | Runway ML or HeyGen |
| Image generation | DALL-E 3 |
| Upload | YouTube Data API v3 |
| Storage | AWS S3 |
| Notifications | Slack webhook |
Pipeline
1Topic Input
2Script Generation Agent
3Script Review (human-in-the-loop)
4Voice Synthesis (ElevenLabs)
5Video Generation (Runway)
6Thumbnail Generation (DALL-E)
7Metadata Generation
8Upload Pipeline (YouTube API)
9Notification