https://github.com/projects-mk/ml-api

API server for ml models
https://github.com/projects-mk/ml-api

airflow fastapi minio mlflow postgres python sklearn vault

Last synced: about 2 months ago
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API server for ml models

• Host: GitHub
• URL: https://github.com/projects-mk/ml-api
• Owner: projects-mk
• License: mit
• Created: 2024-04-26T11:13:37.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-08T12:02:16.000Z (over 1 year ago)
• Last Synced: 2025-03-02T02:15:54.454Z (over 1 year ago)
• Topics: airflow, fastapi, minio, mlflow, postgres, python, sklearn, vault
• Language: Python
• Homepage:
• Size: 84 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 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

![](diagrams/architecture.png)

## Connected projects

- [Data Collectors](https://github.com/projects-mk/data-collectors) 

- [Airflow Pipelines](https://github.com/projects-mk/airflow-data-pipelines)