Visual Studio Code Intellisense for NodeJS

I am not getting autocomplete suggestions for the modules I installed via npm. It works for common modules like http though.

Example:

const Web3 = require("web3");
const web3 = new Web3(ganache.provider());

beforeEach(() => {
web3. // no suggestions for this ??

});