agentscope-ai/agentscope-studio

What it solves

AgentScope Studio addresses the difficulty of developing, debugging, and evaluating agent-based applications by providing a transparent, local visualization toolkit. It eliminates the "black box" nature of agent interactions by allowing developers to see exactly what is happening during runtime.

How it works

It connects to AgentScope applications via a studio_url configuration in the initializer. Once connected, it provides a suite of tools to monitor the system, including a chatbot-style interface for real-time interaction, OpenTelemetry-based tracing for LLM calls and token usage, and statistical analysis tools for agent evaluation.

Who it’s for

Developers working with the AgentScope framework who need a visual environment to manage projects, trace agent invocations, and refine their agentic workflows.

Highlights

• Runtime Visualization: Real-time interaction with agents through a chatbot interface.
• Tracing: Detailed visualization of LLM calls, agent invocations, and token usage using OpenTelemetry.
• ** uma Agent Evaluation**: Statistical analysis tools designed for evaluation-oriented analysis.
• Built-in Copilot (Friday): A dedicated development assistant and playground for rapid secondary development.
• Project Management: Organized tracking of projects and runs.