AutoGen
What is AutoGen?
Discover how AutoGen can enhance your workflow
Key Capabilities
What makes AutoGen powerful
Roles and Policies
Declare clear agent responsibilities handoff points and fallback paths to keep behavior predictable and auditable.
Tool Calls
Expose safe functions so agents act in your environment while you validate inputs outputs and side effects.
Memory and Traces
Store interactions tool results and costs to debug failures and measure improvements over time.
Human in the Loop
Insert review and approval steps for risky actions so prototypes graduate to compliant production flows.
Key Features
What makes AutoGen stand out
- Agent Roles: Define planner executor critic or custom roles
- Tool Calling: Register Python functions APIs or shell tasks
- Conversation Loop: Coordinate agent messages tool calls and human handoffs
- Memory and Logs: Persist conversations and tool results for debugging
- Deterministic Scripts: Encode repeatable dialogues for reliability
- Extensible Storage: Plug in vector stores and retrieval sources
- Evaluation Helpers: Score runs with basic metrics and comparisons
- UI Starters: Use quick chat front ends to demo agents
Use Cases
How AutoGen can help you
- Customer Support Flows: Triage issues call CRM tools summarize tickets
- Data Processing: Pull files clean columns analyze and report
- Developer Copilots: Draft tests refactors open PRs with approval gates
- Research Assistants: Combine retrieval and critique roles with citations
- Operations Runbooks: Encode dialogues that escalate to humans with logs
- Marketing Drafts: Connect CMS analytics to propose briefs and drafts
- Back Office Tasks: Automate repetitive forms via internal APIs with logs
- Experimentation: Prototype multi agent ideas quickly then port patterns into newer frameworks
Perfect For
Software engineers, platform teams, and researchers who need a flexible open source base to prototype and run multi agent systems with tool calling logging and human oversight
Quick Information
Compare AutoGen with Alternatives
See how AutoGen stacks up against similar tools
Frequently Asked Questions
Is it free to use?
Does Microsoft still recommend it?
Which models can I use?
Can agents run code?
Does it work with retrieval?
How do I monitor agents?
Is there a UI?
Can I deploy to production?
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