Ginkgo biloba capsules contain an extract from the leaves of the ginkgo biloba tree, which is a popular supplement known for its potential cognitive and memory-enhancing properties. Ginkgo biloba has been used for centuries in traditional medicine and it may have benefits for supporting brain function, circulation, and more.