There are many Indian vegetables that grow quickly and can be harvested in a matter of weeks. These include popular favorites such as tomatoes, peppers, eggplants, and squash. Some other quick-growing Indian vegetables include radishes, beans, and leafy greens. With proper care and attention, most of these vegetables can be ready to harvest in just a few weeks time.