In this post, we will see how to create a specialized RAG system called “Gemma3_Rag_Model”, using three foundational papers in natural language processing:“Attention Is All You Need” by Vaswani et al. (2017) – The seminal paper introducing the Transformer architecture “BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding” by Devlin et al. (2018) –… Read More: AI – Using Python for RAG (Part II) over PDFs »
In this post, we will see what a RAG is and how to execute it locally using Python, Ollama, and Google’s Gemma3 model with three differents projects: But first of all, what is a RAG?“Retrieval Augmented Generation (RAG) is a hybrid approach that integrates an information retrieval system with a generative language model to produce… Read More: AI – Using Python for a RAG (Part I) »
In this post, we’ll see what ARM templates are, why you should use them and how they are structured.But first of all, what are ARM templates?“An ARM template is a JSON file that declaratively defines the infrastructure and configuration for our Azure resources. It enables us to automate the deployment process by specifying every detail… Read More: Azure – ARM templates »
In this post, we will see what the Lambda Functions are and how we can use them in our projects.But first of all: what are “Lambda functions”?“Lambda Functions are small, anonymous functions defined with the “lambda” keyword. Unlike regular functions defined with “def”, a Lambda Function is typically one line of code, used to perform… Read More: Python – Lambda Functions »
In this post, we will see what Machine Learning is, why it’s so important in AI, and we will see the different types of machine learning, along with their common algorithms and use cases. WHAT IS MACHINE LEARNING?Machine Learning is a subset of Artificial Intelligence that focuses on building systems that can learn from data,… Read More: AI – Introduction to Machine Learning »
In this post, we will see what Pandas is and how we can use it in our Python projects.Pandas is an open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools.Built on top of NumPy and provides easy-to-use data structures and data analysis tools. It is particularly well-suited for handling structured data,… Read More: Python – Pandas »
Finally my new app, Bank Holidays, has been released on the Apple Store.But, what is it for?“The Bank Holidays app is a simple yet useful utility that allows users to look up official bank holidays for different countries and years. Users can select a country from a dropdown menu, choose a year, and then view… Read More: SwiftUI – Bank Holidays »
In this post, we will see how to implements all CRUD operations with Cosmos DB for Table, using an Azure Function.But first of all, what is Cosmos DB for Table?“The Cosmos DB Table API is a schema-less, key-value storage solution designed to work like Azure Table Storage but with enhanced features. It allows us to… Read More: Azure – CRUD operations with Cosmos DB for Table »