Roger Oriol

Reputation:	417
Pageviews:	30.0K
Articles:	11
Comments:	0

Build an Advanced RAG App: Query Rewriting

Building on the last article where we learned how to build a basic RAG app, now take the first step into Advanced RAG with query rewriting.

July 6, 2024

· 2,073 Views · 2 Likes

How To Build a Basic RAG App

This article will guide you on starting out with Retrieval-Augmented Generation with LLMs. You will learn what RAG is and how to implement it in your application.

May 30, 2024

· 1,123 Views · 1 Like

How To Use LLMs: Summarize Long Documents

This article gives a step-by-step solution to summarizing really long documents using Generative AI and Large Language Models.

May 6, 2024

· 1,156 Views · 2 Likes

Understanding LLMs: Mixture of Experts

Mixture of Experts is a LLM architecture that powers your most popular LLMs. Continue reading to learn about how they work and why they work so well.

April 24, 2024

· 645 Views · 1 Like

What To Expect For AI in 2024

The year 2023 has brought great innovation in the AI field. What novelties should you expect to see this coming year 2024?

January 29, 2024

· 1,325 Views · 1 Like

How to Supercharge Your LLM With LangChain Agents

Using LangChain Agents, you can augment the Large Language Model in your applications to access external sources of information or even do actions by itself.

August 28, 2023

· 2,904 Views · 3 Likes

Maximizing the Potential of LLMs: Using Vector Databases

How can you work around the token limit problem in Large Language Models like GPT-4 using Vector Embedding Databases and LangChain?

April 20, 2023

· 4,401 Views · 2 Likes

Maximizing the Potential of LLMs: A Guide to Prompt Engineering

Carefully designing the prompts used in LLMs like GPT-4 can greatly improve the results and become very useful for a variety of use cases.

April 18, 2023

· 4,423 Views · 1 Like

How to Disable the Download Button in SageMaker Studio

If you want to ensure that your data scientists' cloud environment is secure from data leaks, remove this feature from SageMaker Studio.

September 27, 2022

· 2,810 Views · 1 Like

Feature Store - Why Do You Need One?

How to set up a data architecture that saves your data scientists time and effort.

August 22, 2022

· 4,814 Views · 1 Like

Bun - What Can I Use It For?

What is Bun, the new hot thing in the Javascript world? Why is it so fast and can I use it for my projects?

August 21, 2022

· 4,317 Views · 1 Like

Articles