Memori, an open-source memory layer for AI agents, tackles the persistent 'amnesia' problem in multi-agent systems with structured, dual-mode context injection. By combining conscious short-term memory with intelligent search across databases like PostgreSQL, it eliminates repetitive context sharing and enhances agent efficiency. This release signals a leap toward more autonomous, developer-friendly AI workflows.