Cerebrum is the Software Development Kit (SDK) for AIOS, the AI Agent Operating System. It provides developers with tools to build, deploy, and manage large language model (LLM)-based AI agents. Cerebrum addresses challenges such as scheduling, context switching, memory management, and tool integration, facilitating the creation of efficient and scalable AI agents. The SDK features a modular architecture encompassing LLM, memory, storage, and tool management layers, and includes an Agent Hub for sharing and discovering agents with version control and dependency management.
Developing autonomous AI agents leveraging large language models.
Managing resources and context switching for multiple AI agents.
Sharing and discovering AI agents through a community-driven Agent Hub.
Implementing modular architectures for AI agent development.
Cerebrum demonstrates high autonomy through its modular architecture supporting dynamic resource allocation, automatic tool resolution, and memory/storage management. The Agent SDK enables agents to handle complex workflows via LLM integration with built-in scheduling and context switching . Features like version-controlled Agent Hub distribution and declarative agent specifications allow autonomous deployment with minimal human intervention . However, human oversight is still required for initial configuration, tool selection, and kernel overrides , preventing full autonomy.
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