On November 5, Alibaba Cloud's Tongyi Qianwen announced the release of AgentScope 1.0, introducing new open-source agents. The update includes two agent applications built on AgentScope: Alias-Agent, which features task planning and processing capabilities, and Data-Juicer Agent, a multi-agent system. Additionally, AgentScope now integrates ReMe's long-term memory implementation, supporting memory management at personal, task, and tool levels.
Alias-Agent is designed with task planning and processing abilities, enabling intelligent switching among four professional modes (ReAct, Planner-Executor, Deep Research, and Browser-Use). It operates within a secure sandbox environment to handle diverse real-world challenges. The agent aims to provide out-of-the-box solutions and a next-generation development paradigm for intelligent agents.
Data-Juicer Agent is a multi-agent system that seamlessly integrates AgentScope's multi-agent orchestration with Data-Juicer's data processing operators, enabling natural language-driven data processing.
Key enhancements include: - **Agentic RL Support**: Agent workflows built on AgentScope can now utilize the Trinity-RFT framework for Agentic RL training with minimal code adaptation, offering advanced users extensive configurability. - **Long-Term Memory Reinforcement**: AgentScope now supports long-term memory management at personal, task, and tool levels through ReMe integration. - **AgentScope-Samples Launch**: This initiative focuses on assembling ready-to-use agent implementations and full-stack applications, showcasing AgentScope's practical applications across various fields. - **AgentScope-Runtime Upgrade**: Enhances agent app deployment, ensuring consistent behavior from local development to production environments, with support for Docker, Kubernetes, and Alibaba Cloud Function Compute (FC). - **Python SDK**: Enables programmatic interaction with deployed agents. - **GUI and Desktop Sandbox Support**: Features VNC-based graphical controls, file system, and browser sandbox support.