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LlamaIndex – Framework for Context-Augmentation

With the exponential increase in data generated every day, it becomes essential to have effective tools to interpret and use this information strategically. We have already seen in our previous articles how the Retrieval Augmented Generation (RAG) technique can use the power of LLMs to support information search and reprocessing. Now the time has come […]
Generative AI
GenAI – What is Generative AI and how does it work?

Generative Artificial Intelligence (GenAI) represents one of the most fascinating and promising frontiers of modern AI. This technology is revolutionizing the way we create content, solve complex problems and interact with computer systems. But what exactly is Generative Artificial Intelligence and what are its main applications? In this article we will explore this topic in […]
llava
LLAVA and Ollama to transform images into text with AI

LLAVA (Large Language and Vision Assistant) is an LLM that combines advanced natural language processing capabilities with visual understanding. In this article we will see how to use LLAVA with Ollama to turn images into text. We will then explore the potential and possible applications of this model. What is LLAVA? The history of LLAVA […]
How to install Docker for free on Mac? If you have already read our article that explains what Docker is and how it is an indispensable tool for speeding up the development and distribution of applications, then now you are ready to install it and start using it! In this article we will see how to install Docker on Mac and how to […]
What is Docker and how does it work? If you are reading this article it means that you have heard of Docker for work reasons or because you are passionate about software development and want to understand what it is and how it works. We will therefore try to answer the question starting from the beginning and illustrating all the concepts that underlie […]
LangChain Tutorial – Chatbot with OpenAI (GPT) and ChatHistory In the world of modern technology, artificial intelligence (AI) is revolutionizing the way we interact with computer systems. One of the most interesting applications of AI is the creation of advanced chatbots, capable of understanding and answering questions in a natural and contextualized way. In this article we will see how to create a chatbot […]
Lombok @Builder – The pattern builder with annotations in java Lombok is a Java library that greatly simplifies writing code by reducing boilerplate through the use of annotations. Among its many features, the @Builder annotation is one of the most appreciated for its ability to use the pattern of the same name in a simple and intuitive way. This article will explore the potential of […]
Project Lombok – Tutorial with Maven and IntelliJ IDEA Project Lombok is a Java library that aims to reduce boilerplate code. By adding simple annotations to your code, Lombok automatically generates getters, setters, constructors, and more, making your code cleaner and more readable. This tutorial will walk you through the steps to set up Project Lombok using Maven and IntelliJ IDEA. Before proceeding with […]
LlamaIndex Tutorial – RAG development with OpenAI and Qdrant In the world of artificial intelligence, the integration of advanced language models and information databases is critical to creating powerful and intelligent applications. In this article we will see a tutorial on how to develop a Retrieval-Augmented Generation (RAG) system using LlamaIndex, OpenAI and Qdrant. Prerequisites We have already discussed in previous articles about: We […]
What are Multi-Agent Artificial Intelligence Systems? The evolution of artificial intelligence (AI) and GenAI in particular has opened doors to amazing possibilities, including multi-agent systems. These systems, inspired by the way humans and other organisms interact and coordinate their actions, offer a fascinating vision of how AI can operate in complex environments. What are Multi-Agent Systems? In the context of artificial […]