AgentScope

The core framework for agent development, features a highly modular design and asynchronous architecture, enabling flexible tool invocation, real-time intervention control, and intelligent context management.

Model API

Diverse LLM, Embedding APIs

Model API

Tool

Toolkit, meta-tools and MCP

Tool

Context

Memory, Longterm-Memory, Formatter

Context

ReAct Paradigm

Real-time steering

Agent Hooks

State Manager

Asynchronous Execution

Parallel Tool Call

Multi-Agent Cooperation

Message Hub

Pipeline

AgentScope-Runtime

Flexible switching of LLMs across diverse applications, adapting to evolving business needs.

Deployment

Multi-Protocol & Multi-Modal API Multi-Protocol & Multi-Modal API

Flexible & Production-Ready Deployment Flexible & Production-Ready Deployment

Tool Sandbox

Container-Isolated Tool Execution Container-Isolated Tool Execution

Flexible & Extensible Runtime Flexible & Extensible Runtime

Management

Context Manager Context Manager

Environment Manager Environment Manager

AgentScope-Studio

Visual platform with project management, real-time visualization, and a built-in, extensible agent (Friday) for agent application development.

agentscope-studio

Evaluation System

Benchmark

Evaluator

Evaluation System

Benchmark Benchmark

Evaluator Evaluator

Alibaba Cloud Spark Design

Frontend Components provide foundational UI elements and chat interfaces to build exceptional LLM/agent conversational experiences.