The phrase "chemistry between two people" refers to a strong mutual attraction, connection or rapport that exists between them. It suggests that there is an intangible quality in their relationship which makes them click and feel comfortable with each other. This could be due to shared interests, personalities, values, sense of humor, physical chemistry etc. The phrase implies that the two people have a natural affinity for one another and enjoy spending time together.