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While I personally tend to favor FastAPI for my projects, I think Django is the right choice for many. You'll get more feature out of the box, including an ORM, which should allow you to develop your project faster. FastAPI is indeed fast, but utilizes async Python that may be unfamiliar to some devs. Django also has added some async features recently, and those are optional. Also, while FastAPI is great for APIs because it can auto-generate your API docs for you, it sounds like you are not going to have a public API so this may not be needed in your project. And Django has plugins like Django Rest Framework to help create nice REST API endpoints.
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