In this post we will see what a Claude Skill is, how to create one and how to use it.A Skill in Claude is a specialized capability that enhances Claude’s performance in specific domains by providing detailed instructions, best practices, and context-specific guidelines. Think of it as a expert-level instruction manual that Claude consults before… Read More »
In this post, we will see what a server MCP is, when and why we should use it and how to create a server MCP with .NET.But first of all, what is MCP?“The Model Context Protocol is an open protocol developed by Anthropic that standardizes how applications provide context to Large Language Models (LLMs). Think… Read More »
In this post, we will see what Claude Code is, how to install it and how to create a web application using Claude Code with Sub Agents.But first of all, what is Claude Code?“Claude Code is Anthropic’s command-line tool that enables developers to delegate entire coding tasks to Claude directly from the terminal. Built on… Read More »
In this post, we will see what n8n is and how to install it locally with Docker.But first of all, what is n8n?“n8n (pronounced ‘n-eight-n’) is a free and open-source workflow automation tool designed for technical users who want to build complex automations without the limitations of traditional no-code platforms. Built with a node-based approach,… Read More »
In this post, we will see how to create a specialized RAG system over SQLite database, using a table called “movies” where we will store movies information.Before we dive into the code, we have to install all the necessary dependencies: Now, let’s see how to define our RAG pipeline: [STEP 1] – Database Setup and… Read More »
In this post, we will see how to create a specialized RAG system using a large CSV contains details of 1000 more movies, including titles, genres, descriptions, and ratings.The system will process structured CSV data, create semantic embeddings for each record, build a searchable vector index, and provide an interactive query interface based on a local… Read More »
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 »
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 »
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 »