agent-framework
★ 14.3k
vs
Agent-Framework-Samples
★ 389
agent-framework vs Agent-Framework-Samples
agent-framework: Microsoft Agent Framework is a comprehensive multi-language framework for building, orchestrating, and deploying AI agents. It supports both .NET and Python, offering features from simple chat agents to complex multi-agent workflows with graph-based orchestration.; 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
agent-frameworkMulti-Agent · ★ 14.3k
When to choose:
- You are starting a new Microsoft-ecosystem agent project in Python or .NET and want the official successor to AutoGen.
- You need built-in workflow checkpointing, middleware, OpenTelemetry tracing, declarative YAML agents, and a DevUI under MIT.
When to skip:
- You only need a small, single-file Python agent without a multi-package framework; Pydantic AI is lighter.
- You rely on Chinese LLM providers and realtime voice pipelines out of the box; AgentScope has dedicated support for those.
Agent-Framework-SamplesRAG / Knowledge Base · ★ 389
Building travel planning agents
02
Side-by-Side Comparison
Field
agent-frameworkAgent-Framework-SamplesCategory
Multi-Agent
RAG / Knowledge Base
Stars
★ 14.3k
★ 389
License
MIT
MIT
Install Command
pip install agent-framework
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
Tags
AI Agents, Multi-agent systems, Workflow orchestration
AI Agents, Python, .NET
03
Features
agent-framework01Graph-based Workflows with streaming, checkpointing, human-in-the-loop, and time-travel capabilities.
02AF Labs for experimental features including benchmarking, reinforcement learning, and research initiatives.
03Interactive DevUI for agent development, testing, and debugging workflows.
04Full framework support for both Python and C#/.NET with consistent APIs.
05Built-in OpenTelemetry integration for distributed tracing, monitoring, and debugging.
Agent-Framework-Samples01Multiple Provider Support
02Tool Integration
03RAG Capabilities
04Multi-Agent Orchestration
05Evaluation & Debugging
04
Use Cases
agent-framework↳Developing simple chat agents.
↳Building complex multi-agent workflows.
↳Orchestrating AI agents using graph-based methodologies.
Agent-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
agent-frameworkMost PopularEssentialTrending
Agent-Framework-SamplesHidden Gem
FAQ
FAQ
What is the difference between agent-framework and Agent-Framework-Samples?
Both agent-framework and Agent-Framework-Samples are in the Multi-Agent category. agent-framework has 14.3k stars, while Agent-Framework-Samples has 389 stars.
Which is better, agent-framework or Agent-Framework-Samples?
The best choice depends on your use case. Choose agent-framework if Developing simple chat agents., and Agent-Framework-Samples if Building travel planning agents.
Is agent-framework free or open source?
Yes, agent-framework is open source on GitHub (MIT).
Is Agent-Framework-Samples free or open source?
Yes, Agent-Framework-Samples is open source on GitHub (MIT).
Cloud Infrastructure
AdDeploy on DigitalOcean
Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.
→