Archive - Designing with AI

Developers - Stop Asking LLMs (GenAI) to Write Code!!

Instead - Here are 7 ways to get the most of Generative AI pair programming tools like ChatGPT or Claude

Nov 25 •

Victor Dibia, PhD

October 2024

Using LLMs as Context-Aware Text Embedding Models - NV-Embed Paper Review

Review of the NV-Embed paper where a generative model (Mistral 7B base) shows state of the art performance as a generalist text embedding model.

Oct 9 •

Victor Dibia, PhD

August 2024

Will Generative AI Replace Software Engineers?

Issue #23 | How will software engineering change in the age of strong AI models that can write code and what should individual engineers and teams do to…

Aug 20 •

Victor Dibia, PhD

July 2024

Announcing A New Book - Multi-Agent Systems with AutoGen!

Issue #22 | I am writing a book on multi-agent systems. You can pre-order it today!

Jul 19 •

Victor Dibia, PhD

May 2024

Generative AI (LLMs) for Data Visualization | A Review of Tools and Research

Issue #21 | An in-depth analysis and guide on emerging tools/practices that apply large language models (LLMs) like ChatGPT/GPT4 to automate data…

May 2 •

Victor Dibia, PhD

April 2024

Interface Agents - Building Multi-Agent Applications that Act via Controlling Interfaces (Browsers, Apps)

Issue #20 | LLM-Enabled agents that act by driving interfaces (e.g., fill in and submit a form, conduct search). Current approaches, challenges and use…

Apr 29 •

Victor Dibia, PhD

March 2024

February 2024

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 •

Victor Dibia, PhD

December 2023

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

November 2023

Top 5 AI Announcements (and Implications) from the 1st OpenAI DevDay

Issue #15 | Cost reduction, new models, new developer APIs. What does this mean for developers, and the types of new applications that can now be built…

Nov 7, 2023 •

Victor Dibia, PhD

September 2023

A Defacto Guide on Building Generative AI Apps with the Google PaLM API

Issue # 14 | Deep dive on how to access/call the PaLM API (MakerSuite, Vertex AI client libs, REST api), implementing a useful task (structured data…

Sep 6, 2023 •

Victor Dibia, PhD

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