Hybrid memory layer — vector+KV+graph store; 26% higher accuracy on LoCoMo benchmark; 91% lower latency vs full-context. Here are 10 similar tools you can use — including open-source options.
529× faster agent instantiation than LangGraph, 50× lower memory — plug-and-play SQLite/JSON storage
Local-first AI embeddings — bge-micro-v2 model runs entirely in Obsidian; vectors stored alongside vault
LangGraph + Telegram multi-agent system — supervisor orchestrating Email, Calendar, Notion, Slack sub-agents
Edge-deployed AI with free vector DB