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victordibia

victordibia/designing-multiagent-systems

Companion code for the book Designing Multi-Agent Systems, including PicoAgents, a multi-agent framework built from scratch for teaching.

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This repository accompanies the book Designing Multi-Agent Systems and contains PicoAgents, a multi-agent framework written from scratch so developers can see how agent loops, tool calling, memory, workflows, and orchestration work internally. The code is organized by book chapter, with runnable examples for each topic.

PicoAgents covers single-agent building blocks such as tools, memory, streaming, middleware, and structured output, along with workflows, round-robin and LLM-driven orchestration, plan-based orchestration in the style of Magentic One, a computer-use agent built on Playwright, and an evaluation framework with LLM-as-judge scoring. It supports OpenAI, Azure OpenAI, and Anthropic clients, and any OpenAI-compatible endpoint such as Ollama or vLLM.

The repo also includes a web UI launched with `picoagents ui` that auto-discovers agents and workflows, along with comparison examples for Microsoft Agent Framework, Google ADK, and LangGraph.

핵심 기능

  • 01Builds agents with tools, memory, streaming, and middleware from first principles
  • 02Provides workflow and orchestration modules, including round-robin, LLM-driven, and plan-based patterns
  • 03Includes a Playwright-based computer-use agent for browser automation
  • 04Offers an evaluation framework with LLM-as-judge and reference-based checks
  • 05Ships a web UI that auto-discovers agents and workflows
  • 06Works with OpenAI, Azure OpenAI, Anthropic, and OpenAI-compatible local endpoints

활용 사례

  • Learning how multi-agent systems work internally before adopting a larger framework
  • Comparing the same agent patterns across PicoAgents, LangGraph, and Google ADK
  • Prototyping an orchestrated agent team with a web UI for debugging runs
  • Building browser automation agents with a vision-capable model

토픽

#multi-agent#llm#agents#python#orchestration#tool-calling#education#autogen#generative-ai#large-language-models

자주 묻는 질문

designing-multiagent-systems은(는) 무엇인가요?
Companion code for the book Designing Multi-Agent Systems, including PicoAgents, a multi-agent framework built from scratch for teaching. This repository accompanies the book Designing Multi-Agent Systems and contains PicoAgents, a multi-agent framework written from scratch so developers can see how agent loops, tool calling, memory, workflows, and orchestration work internally. The code is organized by book chapter, with runnable examples for each topic.
designing-multiagent-systems은(는) 무료로 사용할 수 있나요? 라이선스는 무엇인가요?
designing-multiagent-systems은(는) Apache-2.0 라이선스의 오픈소스입니다. 상업용 제품에 사용하기 전에 라이선스 조건을 확인하세요.
designing-multiagent-systems은(는) 아직 유지보수되고 있나요?
6개월 이내 업데이트. designing-multiagent-systems의 마지막 커밋은 2026년 8월 24일입니다.
designing-multiagent-systems은(는) 어디에 사용할 수 있나요?
Learning how multi-agent systems work internally before adopting a larger framework Comparing the same agent patterns across PicoAgents, LangGraph, and Google ADK Prototyping an orchestrated agent team with a web UI for debugging runs Building browser automation agents with a vision-capable model
designing-multiagent-systems은(는) 어디서 받을 수 있나요?
소스 코드와 설치 방법은 GitHub에 있습니다: https://github.com/victordibia/designing-multiagent-systems

요약은 프로젝트 README를 바탕으로 AI가 작성했습니다. GitHub 통계는 매일 갱신됩니다.

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