Try right clicking on the photo and choose save. If it allows you to save it, it will appear in your downloads folder. You need to be aware, however, that the photo may be copyrighted and that means you would need permission to use it. Also, some web sites will restrict the download of photos and images.
If the photo or image is free to use, you can embed it in your Word document.