mneia

Mneia (μνεία) is an autonomous system designed to build a persistent, local memory of your work by connecting to your various applications. Key features include: • Connects to 9 popular apps (Calendar, Gmail, Obsidian, etc.) • Builds a temporal knowledge graph of entities and relationships • Operates entirely locally, no cloud sync, works offline • Autonomously syncs, extracts entities, and regenerates context in the background • Employs a robust RAG pipeline for advanced query understanding The system runs silently in the background, continuously learning from your digital interactions. It utilizes advanced techniques like ReAct for query routing, RRF for merging search passes, and HyDE for semantic bridging, ensuring that every query starts with comprehensive personal context. This local-first approach prioritizes data privacy and allows for operation without internet connectivity when used with local models. Mneia is ideal for individuals and professionals who need a powerful, private external memory for their daily activities. It helps to recall past discussions, project details, or research findings by providing contextual answers to natural language queries. It also includes an interactive improvement feature for validating and correcting knowledge graph entries, ensuring accuracy over time.