Cerebrum: AIOS SDK
Overview
An SDK for developing and deploying LLM-based AI agents within the AIOS framework.
Best For Professions:
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.
Autonomy level
85%
Reasoning: 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 a...
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Some of the use cases of Cerebrum: AIOS SDK:
- 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.