Designing with Machine Learning

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July 2024

Announcing A New Book - Multi-Agent Systems with AutoGen!
Issue #22 | I am writing a book on multi-agent systems in collaboration with Chi Wang, creator of AutoGen. You can pre-order it today!
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Victor Dibia
4

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…
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Victor Dibia

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…
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Victor Dibia

March 2024

Integrating AutoGen Agents into Your Web Application (FastApi + Websockets + Queues)
Issue #19 | How to build your own web application that integrates Generative AI Agents
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Victor Dibia
5
AutoGen Studio - A No-Code User Interface for Building and Debugging Multi-Agent Systems
Issue #18 | Build Multi-Agent Apps with AutoGen, Write Zero Code
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Victor Dibia
12

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!
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Victor Dibia
4

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?
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Victor Dibia
9

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…
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Victor Dibia
3

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…
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Victor Dibia

July 2023

Understanding Size Tradeoffs with Generative Models - How to Select the Right Model (GPT4 vs LLAMA2)?
Issue #13 | With multiple LLM providers (GPT4, PaLM) and 1000s of OSS Models, how do you select the right model?
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Victor Dibia

April 2023

How to Generate Visualizations with Large Language Models (ChatGPT, GPT4)
Issue #12 | How to build tools for automatic data exploration, grammar-agnostic visualizations and infographics using Large Language Models like ChatGPT…
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Victor Dibia
1
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