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Description
Introduce a new container to which the backend can send API requests to. This container will be Django based and is coded with Django, Python, and a Jupyter Notebook, with the help of Django Rest Framework, it will allow access to any calls or requests to get a response from a Machine Learning Model. Trained.
This helps in two ways,
- Instead of integrating Python and ASP.NET directly for the purposes of ML model building, testing, and deployment, it is now loosely coupled by introducing a container that is all Python-based, and which simply needs a request-response architecture.
- The model and research building is now completely separated from the actual backend and the frontend. Each can continue development without being a blockade for the others.