
TubeFlow AI
Open-source Script-to-Video orchestrator for creators
The Problem Like many creators, I love the idea of "AI automation," but I hated the manual process of:
Writing a script.
Opening 10 tabs on Pexels/Pixabay.
Searching for clips that match each sentence.
It's a flow-killer.
The Solution (TubeFlow AI) This weekend I built a tool that does the "boring part" for me. It uses Gemini 1.5 Flash to generate a script and then orchestrates the Pexels API to automatically find vertical clips that match the "vibe" and keywords of each scene.
It’s built with Python and Streamlit.
Current Stage & Roadmap This is a very early MVP. Right now, it only pulls from Pexels, but I’m planning to:
Aggregate multiple video sources (Pixabay, Unsplash, etc.).
Add AI-generated background music.
Integrate royalty-free image libraries.
Why I need your help I’m keeping this 100% free and open. No signup required. I’d love for you to try it and tell me:
Does the "Vibe" selection actually work for your niche?
What's the one feature that would make this a "must-use" for your content workflow?
Check it out here: https://tubeflow-mvp-atpyr3mxw8lrmjmqfjgspv.streamlit.app/
Can't wait to hear your thoughts! 🚀
About
I built TubeFlow AI because I was frustrated with the manual process of creating short-form content. Writing a script and then spending hours searching for matching stock footage on different platforms felt like a waste

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