Directory/Chatbots/AI Assistants/AutoGen
AutoGen

AutoGen

AutoGen is an open-source framework from Microsoft Research for building multi-agent conversational AI systems. It enables developers to define agents with specific roles and capabilities that can collaborate, debate, and solve tasks autonomously. The framework supports customizable agent workflows, human-in-the-loop integration, and tools for code execution, making it ideal for complex problem-solving, research, and advanced AI application development.

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Added on
Sep 15, 2026
Multi-Agent AIHuman-in-the-LoopCode ExecutionPython SDKOpen SourceLLM Orchestration
Product information

Everything worth knowing about AutoGen

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Multi-Agent Orchestration
Define and coordinate multiple AI agents, each with specific roles and expertise, to collaborate on complex tasks.
Human-in-the-Loop Integration
Seamlessly incorporate human oversight and approval steps into agent workflows for critical decisions.
Code Execution Capabilities
Agents can write and execute code in a sandboxed environment to perform calculations, generate visualizations, or test logic.
Flexible Agent Topologies
Create various agent interaction patterns, including group chats, sequential chains, or custom network graphs.
Technical capabilities
Model Agnostic & Customizable
Works with a wide range of LLMs (e.g., OpenAI, Azure, Hugging Face) and allows deep customization of agent prompts and behaviors.
Event-Driven Architecture
Built on an asynchronous, message-passing framework that enables efficient, scalable agent communication.
Must watch videos

Who uses it

Real use cases, no hype
Multi-Agent Problem Solving
Coordinate specialized AI agents to decompose and solve complex, step-by-step tasks.
Tool-Integrated Workflows
Build agents that autonomously call external APIs, databases, or code interpreters.
Collaborative Code Generation
Orchestrate 'Coder' and 'Critic' agents to iteratively write and refine software.
Research & Analysis
Deploy agents for automated information gathering, summarization, and debate.
Customer Support Automation
Create conversational agents with tiered escalation and knowledge base access.
What's great
  • Core framework for building multi-agent conversational AI systems.
  • Enables complex agent orchestration and tool use.
  • Backed by Microsoft Research with strong community adoption.
Technical strengths
  • Flexible architecture supports custom agent designs and workflows.
  • Native integration for tool registration and function calling.
Where it falls short
  • Steep learning curve for designing effective multi-agent conversations.
  • Requires careful prompt engineering and agent role definition.
  • Debugging complex agent interactions can be opaque.
Technical limitations
  • Core library is Python-centric; limited native support for other languages.
  • Agent state management is manual; lacks built-in persistence.
For technical folks

The deep-dive specs

Architecture
Agent-based, event-driven framework
LLM Integration
Model-agnostic (supports OpenAI, Azure, Hugging Face, etc.)
Execution Model
Asynchronous, message-passing with code sandbox
Core Language
Python (primary SDK)
License
MIT License (Open Source)

FAQ

Includes technical Q&A
AutoGen is a framework from Microsoft Research for building multi-agent AI systems where multiple LLMs or agents collaborate on tasks.

Traffic Insights

Monthly Visits

—

November 2026

Growth Rate

0%

vs last month

Dominance

0%

in Chatbots

Top Country

—

Top Countries Breakdown

—

Growth Trend

Stable

Traffic has remained stable.

Honest pricing

No sneaky tiers, no “contact sales”

Here's who each plan is actually for — and where the hidden charges might hit.

Open Source
Most picked
Free

Developers & Experimenters

  • Core framework
  • Community support
  • MIT license
  • Local execution
Autogen Studio
Free

Teams & Startups

  • Visual agent builder
  • Workflow orchestration UI
  • Pre-built templates
  • Collaborative environment
Azure AI Integration
Free

Enterprise & MLOps

  • Managed infrastructure
  • Enterprise security
  • Scalability
  • Integration with Azure AI services
View Full Plans & Pricing on AutoGen

Official pricing, checkout, and plan upgrades are handled directly on autogen.com.

Reviews

What the internet actually thinks

Data refreshed weekly. No paid placements.

Trustpilot
Not reviewed yet
G2
G2
Not reviewed yet
C
Capterra
Not reviewed yet
Product Hunt
Not reviewed yet
COMMUNITY COMMENTS

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