Whoa - that looks like an exciting journey to take !
There are direct flights and trains for this journey. New Delhi (Delhi) to Tirupati (Andhra Pradesh) distance is 2123 km and you can get there by flight in just over 3 hours and 50 minutes or by train fares starting from ₹ 630.
The heat there will make you sweat, but it's surely bearable.