Repository for serving models of the Palette service using FastAPI framework on EC2 server
Palette is a date course recommendation platform for couples.
This repository covers how we serve the recommender AI model used in the Palette.
- Implement model serving by loading the FastAPI web framework on EC2
- Provides real-time recommendation inference results
- Access the database and parse the returned restaurant IDs by category
- Version management in virtual environments using pyenv and poetry
- Implementing very fast response times suitable for real-time services
- Runs in server background for continuous operation
There are instructions to run the server
- FastAPI - A web framework for building APIs in Python
- Amazon EC2 - Server to load model API