The purpose of a cryptographic hash function is to generate a fixed-size output (hash) from variable input data, ensuring data integrity and security. Hash functions produce unique digests, making it nearly impossible to retrieve the original data from the hash. They are essential in various applications, including password storage and blockchain technology, as they ensure that data has not been tampered with. Additionally, hash functions facilitate efficient data retrieval and verification processes, enhancing overall cyber security.