We can only directly see a small part of reality. Our eyes only detect a narrow band of wavelengths, and obviously we can't see very small things.
We have to rely on indirect observations. We have no choice in that. If you don't accept that then you have to reject all of chemistry, a lot of physics and a lot of biology.