Requirement of ULN2003 IC in circuit
The current in the tank medium will be very low and will not be able to support the needed current required by the LED to glow.   

The ULN2003 IC takes lower current and will be able to drive the LEDs by sing the power from VCC pin.
It is called a driver IC which consists of Darlington transistors to work at higher voltages and higher currents.