Self-hosted LLM took my personal knowledge management system to the next level

A tech blogger shares how pairing Logseq with a self-hosted LLM via Ollama transformed their personal knowledge management system. By running AI locally, they gained the ability to summarize long notes, ask questions against their knowledge base, and surface hidden connections between notes — all without cloud dependency or privacy trade-offs. The setup turns a passive note archive into an interactive thinking partner.