I made a Reddit post explaining why I did this and how it helped me as a solopreneur who's struggling to stay consistent with content creation → Reddit

Or direct link Youtube

This program relies on Heygen API. Unfortunately, I can't find a free alternatives to animate a picture.

Sign up here → Heygen, not affiliated

Obtain the api key and put it in the .env file

Create a .env file and input the heygen api key:

HEYGEN_API_KEY=''

After installation, you will need to add the following assets. Create the folders with the exact name:

1. Create a 'brolls' folder. This is where you put your b-rolls
2. Create a 'media' folder. This will be needed by the program
3. Create an 'output' folder. This is where the finished clip goes
4. Create a 'swipe_files' folder. This is where the speech goes (Please follow the sample speech json format below)

You can create all required folders with this command:

mkdir -p brolls media output swipe_files

Sample speech in json format:

[
    {
        "id": 1,
        "script": "Bear facts you didn't know part 1. Fact 1, Black bears are not always black. They can be cinnamon, blonde, blue-gray, or even white. This is a strategic color variation for thriving in diverse biomes. It is not for fashion. Fact 2, A bear's sense of smell is approximately 2,100 times better than a human's. They can detect a carcass from 20 miles away. This makes them nature's most efficient sanitation crew. Fact 3, During hibernation, a bear does not defecate. Their body forms a fecal plug. It is a logical, waste-not-want-not system."
    }
]

1. Activate virtual environment (I am running WSL2 on Windows 11, so I will use Linux commands)

python3 -m venv venv
source venv/bin/activate

2. Clone this repo

git clone 

3. Install requirements.txt

pip install -r requirements.txt

4. You might need chromium Pycaps might require chromium to be installed, but you can do this easily by following the instructions on Pycaps Repo

Run:

python factory3.py swipe_files/bear_facts.json

If it runs successfully, your finished video will be inside the 'output' folder

You are free to use and modify this tool. However, if you don't code and just want the output, I can be your production engine.

Let's be 100% clear about what I offer:

I solve one problem: The Time vs. Output Problem.

• I do NOT guarantee that these videos will make you go viral, grow your followers, or improve your brand.
• I do NOT provide marketing strategy, audience analysis, or content coaching.
• I am NOT a social media expert.

What I AM is a technical builder who automated his own video grind.

• I DO guarantee that I can turn your topics/scripts into consistent, AI-presented short-form videos at scale.
• I DO provide a reliable system that removes filming, editing, and production headaches.
• I AM the guy you hire when you need to post 5 times a day without it taking over your life.

Think of me as your Short-Form Video Factory. You provide the raw material (ideas), I handle the manufacturing (production).

For $1,000 USD, you will receive 30 completed short-form videos. This includes:

1. Input & Requirements (What You Provide):

   • Topics/Scripts: You can provide your own scripts, or I can generate them for you using AI based on your topics.
   • B-Roll Clips: You provide the B-roll video clips you want featured. (This ensures the content matches your brand/style).
   • Avatar (Optional): For a personalized AI avatar, you can provide 4-5 clear selfies. If not, I'll use a default avatar.

2. Production & Delivery (What I Do):

   • 1 Free Sample Video: So you can approve the style, avatar, and quality with zero risk.
   • Full Production: Script-to-final-video for 30 clips (AI avatar, your B-rolls, captions, platform-ready formatting).
   • Pure Output: Consistent, ready-to-post content delivered on schedule.

This is for you if: You believe in the "law of volume" and just need the content created, or you're testing a content channel and need bulk material fast.

This is NOT for you if: You're looking for a marketing partner to strategize your viral growth or need me to source custom B-roll footage.

If you need volume and want to outsource the production grind, let's talk.

• Book a quick 10-min clarity call: Calendly Link
• Follow my build-in-public journey: X / Twitter