Download the latest version of the ChromeDriver, as per 2019 the ChromeDriver's latest version is either 76.0.3809.25 or 76.0.3809.12. Then extract the driver, and remember the path, which you will use to initialize the chrome browser using the chrome web driver, just make sure you have added ("path\\chromedriver.exe") in your path. Use the below link, and it will be working fine.
http://chromedriver.chromium.org/downloads
Hope this helps!