Proactive Knowledge Synthesis System

Build a living knowledge system that goes beyond basic keyword search to organize scattered notes, documents, and conversations. The system should automatically surface relevant context before it is explicitly requested, helping users retrieve information faster and more intuitively. The ideal solution will improve information discovery, reduce search friction, and support ongoing knowledge management across a growing collection of content.