The complete, microservices-based architecture for building high-performance AI video platforms. Save ~800 hours of R&D and launch your Opus Pro competitor on day one.
Building a stable, commercial AI video processing pipeline is an engineering nightmare. It involves solving complex hurdles in distributed media processing, real-time computer vision, and stateful orchestration.
This repository documents the production-ready infrastructure used to handle these complexities. It is designed for engineers and founders who value time-to-market over reinventing the wheel.
YouClip eliminates the most difficult parts of building a video repurposing SaaS:
- Auto-Reframe (MediaPipe): Integrated computer vision that tracks and centers speakers during 16:9 to 9:16 conversion. No more "shaky" or off-center crops.
- FFmpeg Orchestration: Specialized FastAPI workers optimized for high-bitrate rendering. We've handled the memory management and process blocking issues so you don't have to.
- Gemini 2.5 Flash Integration: Advanced LLM-based semantic scoring that actually understands "hooks" and "retention" rather than just cutting at random timestamps.
- Context-Aware Analysis: Logic for processing long-form transcripts while maintaining conversational context for the AI scorer.
- 7 Orchestrated Services: A modular architecture including a Control Plane (TypeScript), FFmpeg Builder (Python), and specialized services for Transcripts and Downloads.
- n8n Workflow Engine: The entire business logic is decoupled from the code. This allows for real-time monitoring, visual debugging, and rapid iteration of the "Video Logic" without redeploying code.
Verified production stack designed for scalability:
- Frontend: Next.js 16 (App Router), React 19, Tailwind CSS.
- Orchestration: Self-hosted n8n (Visual Workflow Engine).
- Core Engine: Python 3.11, FastAPI, FFmpeg, MediaPipe.
- Microservices: Fastify (TypeScript), Starlette, Flask.
- Database & Cache: Supabase (PostgreSQL), Redis 7.4.
This repository serves as a technical overview. For $29, you can skip months of development and get access to the Full Production Blueprint.
What's included in the kit:
- Full Platform Frontend (Next.js 16 Dashboard).
- FFmpeg Rendering Engine (Python API).
- Control Plane Service (TypeScript/Fastify).
- n8n Workflow JSONs (The Brain).
- YouTube Downloader & Transcript Services.
- Integrated iPaymu Payment Gateway.
- Complete Docker Compose Setup.
Official Site: https://purchase.youclip.id/
Opus Pro Clone Source Code | AI Video Clipper SaaS Starter Kit | YouTube to Shorts Generator Architecture | MediaPipe Face-Tracking FFmpeg | AI Video Automation Infrastructure | Self-Hosted AI Video Repurposing
Developed for engineers who value precision and performance.
