AI Agent Framework
23.7k 2026-04-15
agentscope-ai/agentscope
A production-ready, easy-to-use AI agent framework designed for building, running, and finetuning intelligent agents with transparent and trustworthy capabilities.
Core Features
Comprehensive built-in tools: ReAct agent, skills, memory, planning, human-in-the-loop, voice, evaluation, and finetuning.
Highly extensible: Supports various ecosystem integrations, multi-agent communication protocols (MCP, A2A), and flexible orchestration via a message hub.
Production-ready deployment: Facilitates local, serverless, or Kubernetes deployments with integrated OpenTelemetry support.
Advanced memory management: Includes database support and memory compression for efficient agent operation.
Realtime voice interaction: Enables agents with real-time text-to-speech and speech-to-text capabilities.
Quick Start
pip install agentscopeDetailed Introduction
AgentScope is a robust, production-ready framework for developing and deploying AI agents, specifically designed to leverage the advanced reasoning and tool-use capabilities of modern LLMs without imposing rigid constraints. It offers essential abstractions and built-in support for finetuning, enabling developers to quickly build complex multi-agent systems. The framework emphasizes transparency, understanding, and trust in agent behavior, providing extensive integrations and deployment options for various environments, from local setups to cloud-native Kubernetes clusters.