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A Lightweight, Powerful Framework for Multi-Agent Workflows

Explore this lightweight yet powerful Python framework designed for orchestrating complex workflows involving multiple AI agents. Simplify agent interaction, task management, and state handling.

Python
Added on 2025年6月12日
View on GitHub
A Lightweight, Powerful Framework for Multi-Agent Workflows preview
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Project Introduction

Summary

This project is a Python framework for building and managing multi-agent workflows. It offers a lightweight and powerful way to define how different AI agents interact and cooperate to accomplish tasks.

Problem Solved

Effectively coordinating multiple AI agents to collaboratively achieve a complex goal can be challenging. This framework provides the necessary structure and tools to define, manage, and execute multi-agent workflows reliably.

Core Features

Agent Orchestration

Define and manage interactions between multiple AI agents within a structured workflow.

Task Management

Handle tasks and transitions between agents seamlessly, ensuring efficient workflow execution.

Tech Stack

Python
AsyncIO
OpenAI API (Optional)

使用场景

This framework can be applied in various scenarios requiring the collaboration of multiple intelligent agents, such as:

Scenario 1: Automated Customer Support Flow

Details

Implement an automated customer support system where agents handle different aspects like initial query classification, FAQ lookup, and escalation to human support.

User Value

Reduces response times and improves support efficiency by intelligently routing and processing customer queries.

Scenario 2: Simulation and Modeling

Details

Build simulations where multiple agents interact within an environment, such as economic modeling, game AI, or complex system simulations.

User Value

Enables the design and execution of complex agent-based simulations for research and analysis.

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