Refactor Project Structure and Rewrite main.py

[shreesha345]

Description

The current project structure needs to be improved for better readability, scalability, and maintainability. Specifically, the main.py file should be refactored to follow a cleaner architecture and modular design.

Proposed Changes

Refactor main.py: Simplify and reorganize the main script to improve clarity and reduce redundancy.

Create a utils/ directory: Move all video processing scripts and helper functions into this folder.

Create a models/ directory: Centralize model-related files and integrations (e.g., DeepSeek, open-source models, or API-based models) into this folder.

Goal

Improve code organization and make the codebase easier to extend and maintain for future development.

[Sudhanshu069]

Hey! Can I take this up?
Would love to contribute and simplify this codebase

[shreesha345]

Sure, but could you provide me the plan of action what would you do .
So that I can confirm your doing it right
@Sudhanshu069

[drtoxic69]

Hi @shreesha345,

The current structure has the backend scripts, frontend app, and data files all in the root directory. My suggestion is to group these into distinct folders to create a clear separation of concerns.

Proposed New Structure

.
├── backend/
│   ├── main.py
│   ├── face_detection.py
│   └── video/
│       ├── cutter.py
│       └── ...
│
├── frontend/
│   ├── src/
│   ├── package.json
│   └── ...
│
├── data/
│   ├── input/
│   └── output/
│
├── requirements.txt
└── README.md

---

Why this helps:

• Clarity: It's immediately clear where to find the Python code (backend/), the Remotion app (frontend/), and the data files (data/).
• Scalability: This makes it much cleaner to add new features without cluttering the main directory.
• Easier Onboarding: New contributors can understand the layout of the project much faster.

This is just a suggestion to help with future development! Let me know what you think. I'd be happy to open a PR to make these changes.

[shreesha345]

what about docker compose file where will you keep that @drtoxic69

[shreesha345]

@drtoxic69 @Sudhanshu069 anyone mention that and I will Immediately assign them that task

[aishureddy1789]

Proposed Changes

1. Restructure Project Directories

project_root/
│
├── main.py
├── requirements.txt
├── README.md
│
├── utils/
│   ├── video_downloader.py
│   ├── video_cutter.py
│   ├── face.py
│   ├── last_edit.py
│   ├── process.py
│   └── __init__.py
│
├── models/
│   ├── transcript_analysis.py
│   ├── main_part.json
│   └── __init__.py
│
├── data/
│   ├── raw_video/
│   ├── output/
│   └── caption/
│
└── config/
└── settings.py

---

2. Refactor main.py

from utils.video_downloader import download_video
from models.transcript_analysis import analyze_transcript
from utils.video_cutter import cut_video
from utils.face import detect_faces
from utils.last_edit import finalize_edit
from utils.process import post_process
import os

def main():
    download_video()
    analyze_transcript()
    cut_video()
    detect_faces()
    finalize_edit()

    for file in ["output/best_video_1.mp4", "output/best_video_3.mp4"]:
        if os.path.exists(file):
            os.remove(file)

    post_process()

if __name__ == "__main__":
    main()

@shreesha345 Here is my flow. Would you like to review and assign it to me.

[aishureddy1789]

@shreesha345 do you want to containerize the whole code in docker . I will also use ISORTER or BLACK CODE FORMATTER, for code formatting.

[shreesha345]

@aishureddy1789 where will you place the docker compose file

[aishureddy1789]

@shreesha345 It would be great if we create at the root level.

[drtoxic69]

@aishureddy1789 where will you place the docker compose file

The Docker-Compose Files can be created at the root level as @aishureddy1789 mentioned above.

[aishureddy1789]

@drtoxic69 then it would be great if you have done this after he assign i don't think so this is the correct way for contributing.