A lot of companies ship components to India. There is
RS-Components, there is
Farnell.
First of all, define what LEDs you have. What is the forward voltage?
Depending on the color of the LEDs, it will have a different forward voltage.. red leds usually are 1.8v, white and blue are 3-3.2v. That's for one LED die, but high power LEDs can have several dies in parallel or in series inside the actual LED. If the dies are connected in series, the forward voltage is multiplied by the number of dies.
For example, your LED could have 4 dies of 0.25w each, all connected in series, in which case the LED will need 4 x 2.5-3.2v ( 10-13v) to work. You gave us too little information.
You get the best efficiency with a buck led driver, and that means your batteries should have a voltage higher than the LED forward voltage.
I recommend using the batteries in series, as that will reduce the current pulled from each one and discharge them somewhat evenly. 4 x 3.7v will give you about 13-15v, which should be enough to power all those five leds in series using a buck driver.
Plenty of led drivers here to pick :
http://in.element14.com/led-drivers