For Anyone looking to take the url from the quill tooltip not from the prompt.
Custom URL Image Handler for React based on this comment for biz-quill
function imageHandler() {
  const tooltip = this.quill.theme.tooltip;
  const originalSave = tooltip.save;
  const originalHide = tooltip.hide;
  tooltip.save = function () {
    const range = this.quill.getSelection(true);
    const value = this.textbox.value;
    if (value) {
      this.quill.insertEmbed(range.index, 'image', value, 'user');
    }
  };
  // Called on hide and save.
  tooltip.hide = function () {
    tooltip.save = originalSave;
    tooltip.hide = originalHide;
    tooltip.hide();
  };
  tooltip.edit('image');
  tooltip.textbox.placeholder = 'Embed URL';
}
And In your Quill Modules add this like:
export const modules = {
  toolbar: {
    container: '#toolbar',
    handlers: {
      undo: undoChange,
      redo: redoChange,
      imageHandler: imageHandler, //Add it here
    },
  },
  history: {
    delay: 500,
    maxStack: 100,
    userOnly: true,
  },
};
You can create a custom button icon from svg like this:
const CustomImageFromLink = () => (
  <svg class="svg-icon" viewBox="0 0 20 20">
    <path d="M18.555,15.354V4.592c0-0.248-0.202-0.451-0.45-0.451H1.888c-0.248,0-0.451,0.203-0.451,0.451v10.808c0,0.559,0.751,0.451,0.451,0.451h16.217h0.005C18.793,15.851,18.478,14.814,18.555,15.354 M2.8,14.949l4.944-6.464l4.144,5.419c0.003,0.003,0.003,0.003,0.003,0.005l0.797,1.04H2.8z M13.822,14.949l-1.006-1.317l1.689-2.218l2.688,3.535H13.822z M17.654,14.064l-2.791-3.666c-0.181-0.237-0.535-0.237-0.716,0l-1.899,2.493l-4.146-5.42c-0.18-0.237-0.536-0.237-0.716,0l-5.047,6.598V5.042h15.316V14.064z M12.474,6.393c-0.869,0-1.577,0.707-1.577,1.576s0.708,1.576,1.577,1.576s1.577-0.707,1.577-1.576S13.343,6.393,12.474,6.393 M12.474,8.645c-0.371,0-0.676-0.304-0.676-0.676s0.305-0.676,0.676-0.676c0.372,0,0.676,0.304,0.676,0.676S12.846,8.645,12.474,8.645"></path>
  </svg>
);
And then just add it to your toolbar like:
  <button className="ql-imageHandler"> //class is ql-yourHandlerName
    <CustomImageFromLink /> //Your Icon Component
  </button>