Show HN: Swarm AI – Shared memory layer for AI agents (self-hosted, open source) (github.com)

Swarm AI has launched a self-hosted, open-source platform designed to streamline interactions across multiple AI agents by introducing a shared memory layer. This innovative system allows users to create a unified profile that all connected AI agents can access, effectively teaching them about user preferences and context without the need for repetitive input. The platform promotes efficiency and user convenience, enabling seamless synchronization of learning among agents, thereby reducing redundancy in user interactions. The significance of Swarm AI within the AI/ML community lies in its multi-user support, dynamic onboarding through self-reading API documentation, and versatile data management using SQLite and PostgreSQL. Key features include layered user profiles that store identity, preferences, and context, along with full-text search capabilities for cross-agent memory access. The solution is designed for easy setup without the requirement for SDKs or extensive configuration, offering immediate usability. By pushing the boundaries of agent collaboration, Swarm AI addresses an ongoing challenge in AI deployment: enhancing personalized user experiences across diverse AI applications.