why the local host debugging still cross origin after using Http-proxy-middleware

I want to debugging in the localhost:3000 port when develop a react app, my server api address is admin.example.com, I config like this in the project src/setupProxy.js file:

const { createProxyMiddleware } = require('http-proxy-middleware');

module.exports = function(app) {
  app.use(createProxyMiddleware('//manage/?$/', 
  { 
    target: 'https://admin.example.com/',
    changeOrigin: true
  }));
};

but when I start the app, still give me tips that the XHR was cross origin. what should I do to make it work? Am I missing something? this is the http-proxy-middleware version "http-proxy-middleware": "^2.0.1". the full request url is: https://admin.example.com/manage/dashboard/overview.