Discover how to construct a secure, private 'AI Digital Twin' by aggregating your lifelong digital footprint—emails, chats, and personal notes—on a self-hosted Linux VPS. This comprehensive guide explores the architecture, data ingestion pipelines, and localized LLM integration required to build a permanent, sovereign cognitive backup that operates silently in the background without compromising your data privacy.