In this post we are going to see how to use the Llamaindex Python library

In this post we are going to see how to use the Llamaindex Python library to build our own RAG. We well be ingesting finance literacy books in form of pdf and epub in a Vector index. In the second part, we'll be exposing the RAG through FastAPI and we'll profile the calls with Traceloop.

Introduction In today's post we are going to see how to install Jenkins in a straightforward way in a bare metal server and explain what's the function of Jenkins in a GitOps setup. First we'll be going though a typical GitOps setup and how it works in each step. [...]

Introduction In today's post we are going to see how to install ArgoCD in a straightforward way and explain what's the function of ArgoCD in a GitOps setup. First we'll be going though a typical GitOps setup and how it works in each step. Then we'll take into account [...]

Introduction In today's world of technology, ensuring data protection and business continuity is more important than ever before. This is especially true for Kubernetes environments, where the loss of critical data can have significant consequences on the operations of a business. With this in mind, it's essential to have [...]

Introduction I'm excited to announce that I will be creating a tutorial on how to install k3s with Prometheus and Grafana. As you may already know, setting up and configuring these tools can be a very time-consuming task, especially if you're not familiar with the process. That's why I'm [...]

Introduction In a previous post we gave some insight on how Datapta specializes in using data from Twitter to generate useful information about the economy and the stocks market. This post will focus on what type of data is shown and how it can be used. All graphs shown [...]

Introduction Every day more than eight hundred million tweets are sent, around ten thousand every second. All those tweets are valuable data that shows what is going on all over the world at all times, providing an insight on a wide variety of topics. The transformation from data to [...]

Introduction Using Ansible for automation really makes the work of systems administrators scalable as it gives to the sysadmin the power to launch sets of commands on groups of machines. While some other automation tools such as Chef, Puppet or Saltstack also solve the same problem of scalability and [...]

Introduction If you are working in the area of data and specially if you are a data engineer or data architect you probably have heard about Data Mesh as a paradigm shift or improvement over the well know data hub or data lake paradigms. Data mesh it is certainly [...]