Designing with Machine Learning

Home
Notes
Archive
About
Integrating AutoGen Agents into Your Web Application (FastApi + Websockets + Queues)
Issue #19 | How to build your own web application that integrates Generative AI Agents
 • 
Victor Dibia
4
AutoGen Studio - A No-Code User Interface for AutoGen
Issue #18 | Build Multi-Agent Apps with AutoGen, Write Zero Code
 • 
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!
 • 
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?
 • 
Victor Dibia
6

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…
 • 
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…
 • 
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?
 • 
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…
 • 
Victor Dibia
1

February 2023

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…
 • 
Victor Dibia
9

October 2022

Machine Learning Models that Generate High Quality Images from Text - Issue #10
The ability to generate high quality novel images has been the target of extensive research in the deep learning and computer vision field. The promise…
 • 
Victor Dibia

May 2022

Running Machine Learning Models on Android Devices - Issue #9
In this issue we will discuss how to run machine learning models locally on an Android mobile devices. We will explore :Why on-device machine learning…
 • 
Victor Dibia
Building and Explaining Language Models with Tensorflow and HuggingFace - Issue #8
Hi all, hope you are well!In this issue I'll talk about some of my recent experiments building a simple text classification model (predict if a tweet is…
 • 
Victor Dibia
© 2024 Substack Inc
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great culture