I will discuss geometric index theory in the context of Dirac operators coupled to superconnections in the sense of Quillen. The foundational result is a local index theorem for families of such operators, which can then be used to generalise the well-known index theoretic constructions of eta invariants and determinant line bundles. Time permitting, I may discuss applications to differential K-theory, and to certain calculations in physics.