The Horcrux project is a tool that splits a file into encrypted fragments, allowing users to store them in different locations and reassemble the original file when needed. The tool uses the Shamir Secret Sharing Scheme to break an encryption key into parts that can be recombined to create the original key. This approach enables users to store sensitive files without needing to remember a password. The project is open-source and available on GitHub.