AgentIndex icon
AgentIndex
ag2 logo
ag2
★ 5.0k
vs
Agent-Framework-Samples logo
Agent-Framework-Samples
★ 389

ag2 vs Agent-Framework-Samples

ag2: AG2 is an open-source framework designed for building and orchestrating AI agents, facilitating complex task-solving through multi-agent cooperation. It evolved from AutoGen and offers features like inter-agent communication, LLM integration, tool use, and various conversation patterns.; Agent-Framework-Samples: This repository offers a comprehensive guide to building intelligent agents with the Microsoft Agent Framework. It provides practical examples and tutorials for both Python and .NET implementations, covering core concepts, tool integration, RAG, and multi-agent systems.

01

TL;DR

ag2 logo
ag2Multi-Agent · ★ 5.0k

Orchestrating AI agents for collaborative problem-solving and task automation.

Read ag2 full review →
Agent-Framework-Samples logo
Agent-Framework-SamplesRAG / Knowledge Base · ★ 389

Building travel planning agents

Read Agent-Framework-Samples full review →
02

Side-by-Side Comparison

Field
ag2 logoag2
Agent-Framework-Samples logoAgent-Framework-Samples
Category
Multi-Agent
RAG / Knowledge Base
Stars
★ 5.0k
★ 389
License
Apache-2.0
MIT
Install Command
pip install ag2[openai]
git clone https://github.com/microsoft/agent-framework.git && cd agent-framework/python && pip install -e .
Updated
1d ago
3mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Multi-Agent Systems, LLM Orchestration
AI Agents, Python, .NET
03

Features

ag2 logoag2
01Inter-agent communication capabilities
02Support for various Large Language Models (LLMs)
03Integration of external tools and functions
04Flexible autonomous and human-in-the-loop workflows
05Rich multi-agent orchestration patterns (e.g., group chats, nested chats)
Agent-Framework-Samples logoAgent-Framework-Samples
01Multiple Provider Support
02Tool Integration
03RAG Capabilities
04Multi-Agent Orchestration
05Evaluation & Debugging
04

Use Cases

ag2 logoag2
↳Orchestrating AI agents for collaborative problem-solving and task automation.
↳Integrating human feedback and oversight into AI agent workflows.
↳Extending agent capabilities through tool use for external data and API interactions.
Agent-Framework-Samples logoAgent-Framework-Samples
↳Building travel planning agents
↳Developing knowledge-enhanced agents with RAG for file search
↳Orchestrating multi-agent systems for complex workflows like marketing content generation
05

Best For

ag2 logoag2
EssentialTrending
Agent-Framework-Samples logoAgent-Framework-Samples
Hidden Gem
FAQ

FAQ

What is the difference between ag2 and Agent-Framework-Samples?
Both ag2 and Agent-Framework-Samples are in the Multi-Agent category. ag2 has 5.0k stars, while Agent-Framework-Samples has 389 stars.
Which is better, ag2 or Agent-Framework-Samples?
The best choice depends on your use case. Choose ag2 if Orchestrating AI agents for collaborative problem-solving and task automation., and Agent-Framework-Samples if Building travel planning agents.
Is ag2 free or open source?
Yes, ag2 is open source on GitHub (Apache-2.0).
Is Agent-Framework-Samples free or open source?
Yes, Agent-Framework-Samples is open source on GitHub (MIT).
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Alternatives to ag2 →Alternatives to Agent-Framework-Samples →ag2 details →Agent-Framework-Samples details →