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projects-mk/ml-api: API server for ml models · GitHub

Name		Name	Last commit message	Last commit date
.github/workflows		.github/workflows
diagrams		diagrams
otomoto		otomoto
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
docker-compose.yaml		docker-compose.yaml
main.py		main.py
requirements.txt		requirements.txt
utils.py		utils.py

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Overview

This is API part of this whole infrastructure

Architecture

Below diagram shows current architecture of the whole application (it consists of several parts). Each of those are self hosted on VMs

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API server for ml models

airflow fastapi minio mlflow postgres python sklearn vault

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