Crowdin GPT Translator

This project uses OpenAI's GPT models to translate strings for a Crowdin project while preserving formatting.

Setup And Installation

Before running the script, you will need to clone the repo and install a few Python packages.

Clone the repo:

git clone https://github.com/vertyco/CrowdinGPT.git

Install the required packages using pip:

pip install -r requirements.txt

You will also need to set up the environment variables. Do the following:

Create a .env file in the root directory of your project.
Add the lines below in the .env file, replacing YOUR_OPENAI_KEY and YOUR_CROWDIN_KEY with your actual keys:

OPENAI_KEY=YOUR_OPENAI_KEY
CROWDIN_KEY=YOUR_CROWDIN_KEY

# Optional Keys
AUTO = 0  # Enables semi automation when set to 1, and full auto when set to 2, requires confirmation when set to 0.
ENDPOINT_OVERRIDE = "http://localhost:8000/v1"  # Useful for self-hosted models
DEEPL_KEY = YOUR_DEEPL_KEY  # Insert your DeepL key if available
MODEL = "gpt-3.5-turbo"  # Specify the GPT model to use, defaults to "gpt-3.5-turbo" if not provided
PRE_TRANSLATE = 1  # Set to 1 to enable pre-translation, 0 to disable. Disabled by default.
PROCESS_QA = 0  # Set to 1 to enable processing translations with QA issues with GPT

Running the Script

You can run the script with the following command:

python main.py

How It Works

The script first retrieves all the strings of a project from the Crowdin platform. Then, it translates each string that does not already have a translation in the target language. The translation process respects the formatting and placeholders of the original string as much as it can.

Notes/Tips

The script will keep the last 10 message transcript dumps in the messages dir that is created at runtime for debug purposes.
Some lanaguages do better with PRE_TRANSLATE enabled, and some do better letting the model call it as needed.
Setting AUTO to 2 in your .env file will put it into full auto mode, which will auto-skip suspicious translations rather than prompting the user.
The QA processing logic is a WIP, PRs are welcome.

Contributions

Contributions to this repository are welcome. You can fork the repository and create a pull request with your changes.

Disclaimer

This project is meant for experimental usage and not for commercial purposes. For official translations, consider using professional translation services.

Contact

If you encounter any issues or have any questions about this project, please open an issue on this repo.

License

vertyco/CrowdinGPT

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