The AiEdge Newsletter

The AiEdge Newsletter

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Why is GraphRAG Possibly One of the Best RAG Systems!
Why GraphRAG?
 • 
Damien Benveniste
GBM vs XGBoost vs LightGBM vs CatBoost
ML Fundamentals
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Damien Benveniste
5
1:06:13
The Transformer Architecture (V2)
Understanding LLMs
 • 
Damien Benveniste
2
1:52:03
The Tools Landscape for LLM Pipelines Orchestration (Part 1)
Micro-orchestration VS Macro-orchestration
 • 
Damien Benveniste
Introducing The Big Book of Large Language Models!
For the past years, I have been creating educational content around machine learning and, specifically, large language models.
 • 
Damien Benveniste
3
The LLM APIs Landscape
How to make a choice?
 • 
Damien Benveniste
3
Attention Is All You Need: The Original Transformer Architecture
This newsletter is the latest chapter of the Big Book of Large Language Models. You can find the preview here, and the full chapter is available in this…
 • 
Damien Benveniste
Deep Dive: How do Vector Databases Work
Machine Learning System Design
 • 
Damien Benveniste
The Different Agentic Patterns
What is an Agent?
 • 
Damien Benveniste
How to Build Ridiculously Complex LLM Pipelines with LangGraph!
A Simple RAG Pipeline
 • 
Damien Benveniste
30 Free Machine Learning E-Books!
Today, I have aggregated 30 e-books about Machine Learning that can be found online.
 • 
Damien Benveniste
2
How to Scale LLM Inference
Scaling LLM inference means that we are able to handle a high number of inference requests while keeping the models large, the latency low, and the…
 • 
Damien Benveniste
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