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A light and fast demo with streamlit as frontend and fastapi as backend. Get started from it and quickly build a demo for your Machine Learning application.

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Desein-Yang/Light-ML-Demo

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Light-ML-Demo

A minimal Get-started demo with streamlit + fastapi. Get started and quickly build a demo for your Machine Learning application.

Usage

  • Write the pipelines of ML model with @post
  • Write your frontend UI and request from API
  • Start server and client
  • Test your API on http://127.0.0.1:8000/docs

Requirement

# python > 3.7
pip install fastapi
pip install "uvicorn[standard]"
pip install streamlit

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A light and fast demo with streamlit as frontend and fastapi as backend. Get started from it and quickly build a demo for your Machine Learning application.

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