Tuesday, September 23, 2025

Creating a Viral YouTube Shorts Generator: My Journey from Long Videos to AI-Enhanced Success

Transforming Long YouTube Videos into Engaging Shorts: My Journey with Automation

In my quest to grow my YouTube channel focused on software engineering, I developed an open-source CLI tool that converts long videos into captivating YouTube Shorts. Leveraging AI and automation, I aimed to enhance viewer engagement and expand my subscriber base.

Key Highlights:

  • Automated Video Editing: Using Python and ffmpeg, my tool streamlines the editing process, producing multiple Shorts from a single video.
  • AI-Powered Analysis: Harnessing OpenAI Whisper for audio transcription and GPT-4-mini for content analysis ensures optimal short selection.
  • Efficiency: The entire process—from audio extraction to video uploads—significantly reduces manual editing time.

Technology Stack:

  • Python: For building the application
  • ffmpeg: Superior performance in video processing
  • OpenAI Models: Cost-effective local AI for transcription and analysis

By embracing automation, I’ve transformed my content creation pipeline and significantly boosted productivity.

💡 Join the conversation: Share your thoughts on content automation and check out my open-source project on GitHub! Let’s innovate together!

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