#autogen
26 articles with this tag
Agent Development
5 AutoGen Agent Roles (Assistant, UserProxy, CodeExecutor)
Understand the 5 core AutoGen agent types — AssistantAgent, UserProxyAgent, CodeExecutorAgent, and more — with code examples and a comparison table for each role.
May 31, 2026 11 min read
Agent Development
How to Deploy AutoGen Agents as APIs with FastAPI (2026)
Learn to serve AutoGen multi-agent systems as production REST APIs using FastAPI with async endpoints and real-time streaming responses.
May 31, 2026 10 min read
Agent Development
How to Use AutoGen with Azure OpenAI (Enterprise Security)
Connect Microsoft AutoGen to Azure OpenAI for enterprise-grade AI agents. Step-by-step setup with private endpoints, OAI_CONFIG_LIST, and deployment config.
May 31, 2026 10 min read
Agent Development
Build a Code Debugging Agent with AutoGen (Auto-Fix PRs)
Build an AutoGen agent that reviews code, analyzes PR diffs, suggests fixes, and automates code quality improvements with a full working implementation.
May 31, 2026 11 min read
Agent Development
How to Use AutoGen with Code Interpreter (Execute Python)
Learn how to set up AutoGen's code interpreter with LocalCommandLineCodeExecutor and DockerCommandLineCodeExecutor to safely execute Python in agent workflows.
May 31, 2026 10 min read
Agent Development
5 AutoGen Conversational Patterns (One-Shot, Multi-Turn, Hierarchical)
Master AutoGen's 5 core agent interaction models — from one-shot requests to hierarchical orchestration — with full code examples and use case comparisons.
May 31, 2026 10 min read
Agent Development
Build a Customer Service Agent with AutoGen (Multi-Turn)
Build a production-ready customer service agent with AutoGen featuring multi-turn conversations, escalation logic, FAQ tools, and handoff patterns.
May 31, 2026 11 min read
Agent Development
How to Use AutoGen with Docker (Containerized Agents)
Learn how to run AutoGen agents in Docker containers for isolated, reproducible code execution. Covers DockerCommandLineCodeExecutor, docker-compose, and custom images.
May 31, 2026 9 min read
Agent Development
5 AutoGen Group Chat Patterns (Round-Robin, Speaker Selection)
Master AutoGen group chat patterns including round-robin, speaker selection, and custom orchestration for powerful multi-agent collaboration workflows.
May 31, 2026 11 min read
Agent Development
5 AutoGen Human Input Modes (Always, Never, Sometimes)
Master AutoGen's human input modes for hybrid autonomy. Learn when to use ALWAYS, NEVER, and TERMINATE with real code examples and a comparison table.
May 31, 2026 10 min read
Agent Development
How to Use AutoGen with Local Models (GPT4All, Ooba, Ollama)
Run AutoGen agents entirely offline using GPT4All, Oobabooga, and Ollama local models. Full setup guide with LLM configs, API compatibility, and honest speed benchmarks.
May 31, 2026 10 min read
Agent Development
Build a Resume Screener Agent with AutoGen (HR Tool 2026)
Build a complete AutoGen HR agent that parses PDF resumes, matches candidates to job criteria, ranks applicants, and generates structured screening reports automatically.
May 31, 2026 10 min read
Agent Development
7 AutoGen Termination Conditions (Max Rounds, Human Approval)
Master all 7 AutoGen termination conditions including is_termination_msg, max_turns, and human approval patterns to stop agent loops reliably and safely.
May 31, 2026 9 min read
Agent Development
5 AutoGen Tool Integration Patterns (Sync, Async, Callback)
Master AutoGen's 5 tool integration patterns — synchronous, asynchronous, callback-based, chained, and error-handled — with complete code examples for each.
May 31, 2026 14 min read
Agent Development
AutoGen Tutorial: Microsoft's Multi-Agent Framework (2026)
Learn Microsoft AutoGen from scratch in 2026 — install, first agent conversation, GroupChat, and a full comparison of AutoGen 0.2 vs 0.4 features.
May 31, 2026 11 min read
Agent Development
Build a Two-Agent Conversation with AutoGen (UserProxy + Assistant)
Build your first AutoGen two-agent conversation from scratch — full working code for UserProxy and AssistantAgent, termination conditions, and what happens under the hood.
May 31, 2026 11 min read
Agent Development
AutoGen vs CrewAI: Which Multi-Agent Framework is Easier?
A head-to-head AutoGen vs CrewAI comparison with the same task built in both frameworks, a detailed comparison table, and an honest opinion on which is friendlier to use.
May 31, 2026 9 min read
Agent Development
AutoGen vs CrewAI: Multi-Agent Role Assignment Compared
Compare AutoGen and CrewAI side-by-side for multi-agent role assignment. Same task, two frameworks — see which conversation-based vs role-based approach wins.
May 31, 2026 10 min read
Agent Development
AutoGen vs LangChain: Which for Multi-Agent Systems in 2026?
AutoGen vs LangChain for multi-agent systems in 2026 — feature comparison, same use case in both frameworks, and an honest verdict on when each wins.
May 31, 2026 10 min read
Agent Development
AutoGen vs MetaGPT: Software Development Agents Compared
AutoGen vs MetaGPT for AI-driven software development. Compare architectures, code generation quality, MetaGPT's PM/Engineer/QA roles, and when to use each.
May 31, 2026 12 min read
Agent Development
AutoGen vs Semantic Kernel: Microsoft's Two Agent Frameworks
Compare AutoGen and Semantic Kernel — Microsoft's two AI agent frameworks. Covers features, .NET vs Python support, and when to choose each for your project.
May 31, 2026 9 min read
Agent Development
AutoGen vs TaskWeaver: Code-First Agent Frameworks Compared
AutoGen vs TaskWeaver: an honest comparison for data engineers. Architecture, code examples, and a clear recommendation based on your actual task requirements.
May 31, 2026 10 min read
Agent Development
How to Use AutoGen with Milvus (Vector Database Memory)
Integrate Milvus vector database with AutoGen agents for large-scale persistent memory. Full setup guide with LangChain integration and vector DB comparison table.
May 31, 2026 11 min read
Agent Development
How to Use AutoGen with Tools (Web Scraper, Calculator, File)
Learn how to equip AutoGen agents with custom tools like web scrapers, calculators, and file handlers using register_for_llm and register_for_execution.
May 31, 2026 11 min read
Agent Development
AutoGPT vs AutoGen vs BabyAGI: Autonomous Agent Comparison 2026
Comparing AutoGPT, AutoGen, and BabyAGI in 2026 — architecture, cost, autonomy, and which framework actually wins for your use case.
May 31, 2026 10 min read
Agent Development
LangChain vs AutoGen: Which Agent Framework in 2026?
An honest comparison of LangChain and AutoGen for multi-agent orchestration — feature tables, same task coded in both frameworks, and a clear verdict on when to use each.
May 31, 2026 11 min read
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