persistent memory system for AI agents — single SQLite file, no external server, no API keys. free and opensource – BrainCTL
Every agent I build forgets everything between sessions. I got tired of it and built brainctl. pip install brainctl, then: from agentmemory import Brain brain = Brain(agent_id="my-agent") context = brain.orient() # picks up where last session…