Creation of automatic video shorts

Hello!

The task is clear: we need to build a lightweight AI content factory that generates 20–40 short videos a day without your involvement — from idea to finished file in a folder.

Here’s how I would implement it:
— I would automate the generation of ideas, text, background, and visuals according to your format;
— I would add background animation, sound overlay, and final video rendering;
— I would set up a fully automated pipeline that saves the finished clips in the required folder.

… As a result, you will receive not just a set of scripts, but a complete system for mass content production that can be scaled and adapted to new formats.

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Hello. I can implement this project. If you're interested, write to me, and we will discuss.

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Hello.

I have already made similar video generators, so I am ready to quickly create a similar one. There are channels with examples - completely auto-generated, with background creation and overlaying sound and text, as well as chroma key. Both for music and video clips - cuts of shorts and longs.

But this is not a small factory))
I am ready to show real examples of the generator and the entire pipeline of how it works in fully automatic mode.

It is also possible to integrate AI for text generation and add a Chrome extension to simplify the collection of media materials.

… Write to me, I would be happy to discuss the details.

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Hello, Vasyl! I would be happy to help implement this project. The reference is absolutely clear — it’s a classic motivational short that is perfectly suited for full automation.

I specialize in Python development and the architecture of multi-module systems with deep LLM integration. Building such a continuous "content factory" requires a reliable orchestrator that won't crash after the first API error.

How I will implement your pipeline (under the hood):

Idea and Text (Screenwriter): We connect to the OpenAI API (GPT-4o-mini for speed and efficiency). We set up the system prompt so that the AI generates deep philosophical thoughts or motivation clearly in the format of a 30-40 second video.

Voiceover (Voice): We will use the ElevenLabs API — it is currently the absolute leader. The voices sound as realistic as possible, with the right pauses and intonations (as in your reference).
…
Visual part (Background + Animation): * Background: Generation of thematic images through the Stable Diffusion or Midjourney API.

Animation: To avoid overpaying for expensive video generation APIs (Runway/SVD), I will write in Python (via MoviePy) automatic cinematic effects (slow zoom, parallax, slight particle movement). This will provide the necessary dynamics and save your budget.

Editing and Subtitles: The most important stage. I will connect OpenAI Whisper for transcribing the generated audio. This will allow the text to be overlaid synchronously with the speaker's words, highlighting the current word in a different color.

Automation: The script will run as a background process on your PC or dedicated server. You simply specify in the config "40 videos a day," and it will autonomously generate, edit, and compile ready .mp4 files into the specified folder.

Budget and timeline:
Developing such a fault-tolerant pipeline for processing video and audio will take about 10-14 days.
Estimated budget: 12,000 – 15,000 UAH (this is the price for a fully autonomous system that will generate content for you for months without intervention).

I am ready to assemble a test sample video according to this algorithm. Message me privately so we can discuss the details of the video style!

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