How does MD5 hashing not run out of hashes?

If I am not mistaken, MD5 is a randomized hash 32 chars long. If MD5 is only 32 chars long and we can make a string infinitely long, how is every hash different? what is the upper limit of MD5 and how exactly is it completely unpredictable?