Capsules are prepared by bringing a fluid containing a polyanion polysaccharide or its salt as a base into contact with a solution of a soluble chitin derivative solution, particularly chitosan to form a gel membrane around the fluid. Since the capsules are formed under biological, i.e. mild conditions, capsules containing an unstable biological substance in the core solution can be provided.