When we say ’little’, we mean almost nothing. For example

He has little patience to deal with this situation.

When we say ‘a little’ then we mean some quantity. For example

This work is a little difficult but can definitely be done.

When we say ‘the little’, we indicate something stated earlier. For example

I lost the little patience I had when he started abusing.