Archive - Designing with AI

Multi-Agent LLM Applications | A Review of Current Research, Tools, and Challenges

Issue # 16 | Autonomous Agents are the next step in the evolution of LLM Apps. What is the state of the art, applications and current limitations?

Dec 19, 2023 •

Victor Dibia, PhD

Practical Steps to Reduce Hallucination and Improve Performance of Systems Built with Large Language Models

Issue #11 | How can we make systems that integrate LLM's like ChatGPT more reliable? Here are practical techniques (and research) to mitigate…

Feb 14, 2023 •

Victor Dibia, PhD

Getting Started with AutoGen - A Framework for Building Multi-Agent Generative AI Applications

Issue # 17 | Understand key concepts with AutoGen and write your first multi-agent GenAI app!

Feb 5, 2024 •

Victor Dibia, PhD

AutoGen vs CrewAI vs LangGraph vs PydanticAI vs Google ADK vs OpenAI Agents .... Which Multi-Agent Framework is Best?

#37 | And the winner is ...

Apr 30 •

Victor Dibia, PhD

10 Ways to Critically Evaluate and Select the Right Multi-Agent Framework

#36 | What makes a multi-agent framework good or useful?

Apr 14 •

Victor Dibia, PhD

The Google Agents SDK, A2A (Compared with AutoGen)

#35 | A walkthrough on the newly released Google ADK

Apr 10 •

Victor Dibia, PhD

A Friendly Introduction to the AutoGen Framework (v0.4 API)

#29 | An overview of the AutoGen v0.4 API, and how to build your first multi-agent app.

Feb 4 •

Victor Dibia, PhD

12:01

How to Use Anthropic MCP Tools with Your AutoGen Agents (and any model)

#32 | What is the Model Context Protocol (MCP) from Anthropic and how can you use it with AutoGen?

Mar 10 •

Victor Dibia, PhD

13:50

AI Agents 2024 Rewind - A Year of Building and Learning

Listen now (14 mins) | What were the top 5 trends in AI Multi-Agent Systems from 2024? What can we expect in 2025?

Jan 2 •

Victor Dibia, PhD

13:30

How to Build Voice AI Agents (with AutoGen)

# 34 | How to enable "voice mode" with your AutoGen Agents!

Apr 7 •

Victor Dibia, PhD

MCP For Software Engineers | Part 1 : Building Your First Server

New to MCP? Heres how to build your first MCP server and a Host Application that integrates and uses the server.

12 hrs ago •

Victor Dibia, PhD

Integrating AutoGen Agents into Your Web Application (FastApi + Websockets + Queues)

Issue #19 | How to build your own web application that integrates Generative AI Agents

Mar 30, 2024 •

Victor Dibia, PhD

#nojs-banner { position: fixed; bottom: 0; left: 0; padding: 16px 16px 16px 32px; width: 100%; box-sizing: border-box; background: red; color: white; font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 13px; line-height: 13px; } #nojs-banner a { color: inherit; text-decoration: underline; } This site requires JavaScript to run correctly. Please turn on JavaScript or unblock scripts