What determines the nature of the path followed by the particle

velocity will only change when we apply external forces. 

Acceleration determines the nature of the path followed by the particle.
Acceleration is defined as the rate of change of the velocity.
$a=dv/dt$
Newton's second law of motion, acceleration will change by the application of some force (since, F = ma) and disturbs the uniform motion of the particle.