AgentScope
A production-grade intelligent agent development framework open-sourced by Alibaba. It supports agent construction, deployment, management, and execution, providing core capabilities including ReAct mode, tool auditing, human-agent collaboration, and sandbox isolation. Both Python and Java versions are available.
Core Facts
Agent planning capabilities are typically implemented through the ReAct (Reasoning + Acting) framework.
AgentScope is an Agent development framework launched by Alibaba, with message exchange at its core and a built-in distributed execution mechanism.
AgentScope provides tool invocation, streaming execution, and interrupt-and-resume capabilities centered around ReAct.
Timeline (last 90 days)
The AgentScope official documentation supports switching between Chinese and English.
AgentScope first launched version 1.0, and version 2.0 represents extremely significant changes compared to 1.0, with many APIs having been deprecated.
AgentScope has designed three lines of security defense: tool review, human-machine collaboration, and secure sandbox isolation.
AgentScope provides both a Python version and a Java version of the framework, and the official documentation supports switching between Chinese and English.
Tool review addresses what can be done, human-in-the-loop collaboration addresses what is permitted to be done, and sandbox isolation addresses where it can be done safely.
AgentScope has 2,664 Forks on GitHub.
AgentScope's project tagline is "Build and run agents you can see, understand and trust".
A design philosophy centered on transparency and maintainability is likely to become a key differentiator in the next phase of Agent framework competition.
AgentScope is a framework implemented in pure Python.
AgentScope helps developers observe Agent runtime status through three levels: visible, understandable, and trustworthy.
22 more timeline events
All Facts (20)
Agent planning capabilities are typically implemented through the ReAct (Reasoning + Acting) framework.
90%VerifiedAgentScope is an Agent development framework launched by Alibaba, with message exchange at its core and a built-in distributed execution mechanism.
80%VerifiedAgentScope provides tool invocation, streaming execution, and interrupt-and-resume capabilities centered around ReAct.
75%VerifiedAgentScope's three-dimensional integrated security defense line consists of three layers—tool review, human-machine collaboration, and sandbox isolation—addressing the questions of what can be done, what humans permit, and where it can be done safely.
75%VerifiedWhen authorizing an Agent to perform high-risk operations, a manual confirmation step should be established, where the Agent proposes the plan and humans retain final execution authority (human-in-the-loop mechanism).
70%VerifiedAgentScope is a multi-agent framework developed and open-sourced by Alibaba's Tongyi Lab, used for building multi-agent applications in complex scenarios.
70%VerifiedAgentScope offers both a Python version and a Java version.
65%VerifiedStreaming execution allows the Agent to output intermediate results in real time, and checkpoint & resume ensures that long-running tasks can continue from the last interruption point when a failure occurs
65%VerifiedAgentScope 2.0 has reached production-level usage standards.
65%VerifiedAgentScope provides multiple context management strategies, including sliding window truncation (retaining only the most recent N rounds of conversation).
65%UnverifiedFor developers just getting started, it is recommended to learn AgentScope 2.0 directly rather than starting from 1.0.
60%UnverifiedThe AgentScope official documentation supports switching between Chinese and English.
50%UnverifiedAgentScope first launched version 1.0, and version 2.0 represents extremely significant changes compared to 1.0, with many APIs having been deprecated.
50%UnverifiedAgentScope has designed three lines of security defense: tool review, human-machine collaboration, and secure sandbox isolation.
50%UnverifiedAgentScope provides both a Python version and a Java version of the framework, and the official documentation supports switching between Chinese and English.
50%UnverifiedTool review addresses what can be done, human-in-the-loop collaboration addresses what is permitted to be done, and sandbox isolation addresses where it can be done safely.
50%UnverifiedAgentScope helps developers observe Agent runtime status through three levels: visible, understandable, and trustworthy.
50%UnverifiedAgentScope is a framework implemented in pure Python.
50%UnverifiedAgentScope's project tagline is "Build and run agents you can see, understand and trust".
50%UnverifiedAgentScope places observability at the core of the framework's design.
50%