Llama-Agent is a developer-focused toolkit for creating intelligent AI agents powered by large language models. It offers tool integration to call external APIs or functions, memory management to store and retrieve context, and chain-of-thought planning to break down complex tasks. Agents can execute actions, interact with custom environments, and adapt through a plugin system. As an open-source project, it supports easy extension of core components, enabling rapid experimentation and deployment of automated workflows across various domains.

Manus is a general AI agent that excels at converting your thoughts into actions. Capable of executing an extensive range of tasks, Manus employs sophisticated AI to manage work and personal activities effectively. Whether planning trips or analyzing stocks, Manus delivers results autonomously, allowing users to focus on other tasks or simply rest. It offers a seamless bridge between intentions and actions, making tedious tasks effortless.

Modus is a developer-focused framework that simplifies the creation of AI agents by providing core components for LLM integration, memory storage, and tool orchestration. It supports plugin-based tool libraries, enabling agents to perform tasks like data retrieval, analysis, and action execution. With built-in memory modules, agents can maintain conversational context and learn over interactions. Its extensible architecture accelerates AI development and deployment across various applications.