/Model_Deployment

Primary LanguagePython

Deploying a simple Model Locally using Docker and FASTApi

Running without Docker

  1. Clone the Repo

  2. Create a virtual env using command line python -m venv venv

  3. Activate the virtual env by typing into command line venv\Scripts\activate

  4. Install the required libraries using pip install -r requirements.txt

  5. Run api.py file using python api.py

  6. goto http://localhost:8001/docs and start predicting

Running with Docker

comment out line 51 & 52 in api.py since we are already using CMD directive in Dockerfile make sure you have docker desktop installed create an image using the command

  1. *** docker build -t docker_model_api . ***
  2. Check the Docker desktop when the image is created and run it