AG2

Name: AG2 Introduction Video
Uploaded: 2025-05-01T12:18:04Z
Duration: 1 min 33 s
Description: Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.

About AG2

Launched Jan 11, 2025

Introduction Video

Description

Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.

AG2 is an open-source framework that simplifies the creation of complex multi-agent conversation systems. It enables developers to define specialized agents with specific roles and capabilities, and orchestrate their interactions to achieve collective goals. AG2 leverages advanced LLMs like GPT-4 while addressing their limitations through integration with humans and tools

AG2 Key Features

Customizable and conversable agents
Automated agent-to-agent communication
Human-in-the-loop integration
Tool integration for enhanced capabilities
Real-time knowledge graph support (via FalkorDB integration)
Swarm-based agent orchestration

AG2 Use Cases

Solving complex math problems
Automated coding and debugging
Question answering systems
Decision-making in text-based environments
Supply chain optimization
Trip planning with context-aware recommendations

Pros

Simplifies creation of complex multi-agent conversation systems.
Open-source framework, fostering community collaboration and transparency.
Enables developers to define specialized agents with specific roles and capabilities.
Facilitates orchestration of agent interactions to achieve collective goals.
Integrates advanced LLMs like GPT-4 to enhance conversation abilities.
Addresses LLM limitations through integration with humans and tools.