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Articles · Rebeauty Atlas

AI

HA Haiyang(Ocean) Li

LionAG2: Recursive Exploratory Research with AG2 beta — Typed multi-agent handoff

In the day 2 tutorial, we explored how to use ag2 to create structured output. To recap, the agent was granted the exa search tool and was…

May 13, 2026 · 3 min read · 2 claps #ai-agent #ag2 #autogen

LionAG2: Recursive Exploratory Research with AG2 beta — Typed multi-agent handoff

AI

HA Haiyang(Ocean) Li

LionAG2: Recursive Exploratory Research with AG2 beta — structured output with response_schema 2/10

Turn free-text model replies into validated Pydantic objects — and why that matters for multi-agent pipelines

May 07, 2026 · 3 min read · 0 claps paywalled #ai-agent #ag2 #autogen

AI ECO HUM

HA Haiyang(Ocean) Li

LionAG2: Recursive Exploratory Research with AG2 beta — simple search agent with exa (1/10)

On May 3rd, 2026. Autogen author and now AG2 (https://www.ag2.ai/) founder and CEO Qingyun Wu co-hosted a hackerthon with Fordham Gabelli…

May 06, 2026 · 4 min read · 3 claps paywalled #ai-agent #ag2 #autogen

LionAG2: Recursive Exploratory Research with AG2 beta — simple search agent with exa (1/10)

AI

MI Michael Hamilton

Multi-Agent Patterns That Actually Work — A Hands-On Guide with AG2

Let’s be honest about what many “AI agents” actually are: an LLM call with a system prompt, maybe a tool or two, wrapped in a class called…

Mar 29, 2026 · 38 min read · 7 claps #agents #ai #ai-agent

Multi-Agent Patterns That Actually Work — A Hands-On Guide with AG2

AI

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Routing Meets Retrieval-Context-Aware Multi-Agent Orchestration with AG2 + FAISS

In the last geek out time, we built a hybrid router for AutoGen 2 (AG2) that selected the right agent using embeddings, falling back to…

Jul 09, 2025 · 12 min read · 0 claps paywalled #ag2 #autogen #ai-agent

Geek Out Time: Routing Meets Retrieval-Context-Aware Multi-Agent Orchestration with AG2 + FAISS

AI ECO

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Upgrade Previously-Built AG2 Financial Copilot (Powered by DeepSeek) into an…

In my previous blog…

Mar 22, 2025 · 6 min read · 9 claps paywalled #model-context-protocol #deepseek #ag2

Geek Out Time: Upgrade Previously-Built AG2 Financial Copilot (Powered by DeepSeek) into an…

AI ECO

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Building a Multi-Agent Financial Advisor Copilot with AG2 (formerly AutoGen)…

The latest advancements in AG2 (formerly AutoGen) make it easier than ever to build multi-agent AI systems that go beyond simple chatbot…

Mar 01, 2025 · 6 min read · 4 claps paywalled #autogen #ag2 #deepseek

Geek Out Time: Building a Multi-Agent Financial Advisor Copilot with AG2 (formerly AutoGen)…

AI SOC

SA Sandani S. Fernando · Towards AI

Building AI Agentic Systems with AG2 and FastAPI

AG2 is a multi-agent conversation framework facilitating cooperation among multiple agents. It enables agents to collaborate to solve…

Feb 16, 2025 · 5 min read · 58 claps paywalled #ag2 #fastapi #agentic-ai

Building AI Agentic Systems with AG2 and FastAPI

AI

SH Shuyi Yang · TDS Archive

MAS Is All You Need: Supercharge Your Retrieval-Augmented Generation (RAG) with a Multi-Agent…

How to build a Multi-Agent RAG with AG2 and ChromaDB

Jan 16, 2025 · 15 min read · 75 claps #multi-agent-systems #retrieval-augmented-gen #ag2

AI

AI AI4HUMAN

Autogen and AG2: A Journey from One to Two

…started as one, but are now two different frameworks.

Dec 24, 2024 · 3 min read · 3 claps #autogen #multi-agent-systems #ag2