Roger Oriol articles - 18 total
How to Write a Good index.html File
Every web developer has been there: you're starting a new project and staring at an empty file called...
About the Dead Internet Theory and AI
On the Internet nobody knows you are a dog... or an LLM The Dead Internet Theory is a thought...
The Rise Of Reasoner Models: Scaling Test-Time Compute
Introduction A new kind of LLM has recently been popping out everywhere: Reasoner models....
AI in 2024: Year in Review and Predictions for 2025
The past year has been transformative for artificial intelligence, marked by breakthrough...
Is the EU Falling Behind in the AI Race?
The recent announcement that Meta's Llama 3.2 Vision models won't be available in the European Union...
Build an Advanced RAG App: Query Routing
In previous articles, we built a basic RAG application. We also learned to introduce more advanced...
Build an Advanced RAG App: Query Rewriting
In the last article, I established the basic architecture for a basic RAG app. In case you missed...
How to build a basic RAG app
The dawn of Generative AI makes possible new kinds of capabilities for the applications we build....
How to use LLMs: Summarize long documents
One of the tasks Generative AI models are good at is summarizing texts. However, if you want to...
Understanding LLMs: Mixture of Experts
Unlike the Transformers architecture, Mixture of Experts is not a new idea. Still, it is the latest...
What To Expect For AI in 2024?
2023 was a great year for AI. Large Language Models were already in the spotlight for both users and...
How To Supercharge Your LLM with LangChain Agents
The problem with LLMs LLMs are very capable to perform a lot of feats that seem...
Maximizing the Potential of LLMs: Using Vector Databases
LLMs do Natural Language Processing (NLP) to represent the meaning of text as a vector. This...
Maximizing the Potential of LLMs: A Guide to Prompt Engineering
Language models have rapidly improved in recent years, with large language models (LLMs) such as...
Feature Store - Why do you need one?
Painter photo created by rawpixel.com - www.freepik.com A feature store is a storage system for...
How to install (and keep) extensions in SageMaker Studio
If you have been using SageMaker Studio, you might have missed some features that other modern IDEs...
Bun - What can I use it for?
In recent years, the web development landscape has discovered that, while super stylized websites and...
How to disable the download button in SageMaker Studio
Many enterprises choose a cloud environment to power the work of their data science team. If you...