The function $f$ is defined by $f(x)=a^x+b$, where $a$ is a positive constant and $b$ is a constant. The horizontal asymptote of the graph of $y=f(x)$ in the $xy$-plane is $y=-3$. The graph passes through the point $(2,1)$. What is the value of $a$?