Deployment and Instrumentation

To run locally:

git clone https://github.com/KevKibe/African-Whisper.git

Set up Environment Variables

cd src/deployment

- Create a .env file using nano .env command or using vim and add these keys and save the file.

MODEL_NAME = "your-finetuned-model"
HUGGINGFACE_TOKEN = "huggingface-token"

Run Application

• Run this command to launch the endpoint:

  make up
  

• Test it out by accessing the Swagger UI at http://localhost:8000/docs and uploading either an .mp3 file or a .wav file and a task either transcribe or translate.

To deploy to a production environment:

Set up Environment Variables

1. Navigate to src/deployment and set up environment variables by creating a .env file with the following content:

   MODEL_NAME = "your-model-name"
   HUGGINGFACE_TOKEN = "your-token"
   

2. MODEL_NAME: Name of the fine-tuned model to use in your Hugging Face Hub repository.

3. HUGGINGFACE_TOKEN: Your Hugging Face authentication token for write access.

4. Top deploy a docker container running the application and monitoring endpoints.

   make deploy
   

5. http://localhost:8000 - Application. /docs for Swagger UI.
6. http://localhost:3000 - Grafana dashboard.
7. http://localhost:9090 - Prometheus dashboard