Camlistore is a personal datastore project initiated by Brad Fitzpatrick in Go, designed to consolidate and securely store personal content. It features content-addressable storage, a multi-layer architecture for managing blobs and indexing, and extensibility for various clients and platforms. The system aims to provide easy deployment on cloud platforms and includes a web UI along with support for versioning and data sharing.