End-to-End RAG Pipeline

Source: https://blog.griddynamics.com/retrieval-augmented-generation-llm/ In the previous post, we saw a basic introduction to the RAG. Now, let’s cover the next level details of the Retrieval Augmented Generation End to End Pipeline in this post Below is an overview of an RAG system architecture. 1. Extract and Load the Documents from the User Extraction The first step […]

Introduction to the Retrieval-Augmented Generation (RAG)

Computer aided manufacturing - Retrieval Augmented Generation

Welcome to the Fascinating World of RAG! In this blog series, we’ll embark on a detailed exploration of Retrieval-Augmented Generation (RAG), a cutting-edge technology at the intersection of natural language processing and information retrieval. RAG represents a significant advancement in AI, combining the strengths of pre-trained language models (like GPT-3.5 or BERT) with robust information […]

Azure Databricks: Cloud-Powered Data Wonders

Azure Databricks

Introducing Azure Databricks, your data superhero in the digital world. As the volume of data continues to grow exponentially, extracting meaningful insights from it becomes a challenge. This is where Azure Databricks comes in, a cloud-optimized marvel built on Apache Spark. It is an analytics tool and a reliable partner in transforming massive amounts of […]

Breaking Boundaries: The Competitive Edge of Databricks

Cloud Data Storage

Databricks can be complex, but we’re here to make it easier. This article will provide a comprehensive overview of Databricks, covering its capabilities and the type of users who can benefit from it. We will also address frequently asked questions, such as “What is a data lakehouse?” and “Why is it important to be certified […]

Cloud Services Costing: What to Know?

cloud management

Cloud services have become a key driving factor in the current environment of corporate operations. These services revolutionise businesses’ processes by providing unmatched flexibility, scalability, and efficiency. This blog aims to delve into the complex realm of cloud service costing and examine its importance to efficient spending management. Introduction Understanding cloud services costs and budget […]

Microsoft Defender for Cloud: Your Cloud Security Shield

Introduction In today’s digital age, keeping our information secure is critical. This is where Microsoft Defender for Cloud comes in. It contributes to the security of cloud computing systems. As more businesses take advantage of the benefits of cloud computing, they face increased security risks. Microsoft Defender for Cloud functions as a shield, protecting against […]

Resource Optimisation Azure


The cloud infrastructure provisioning will be the first step, but the next and most important task is to manage the resources. When I say management it’s not only about maintaining updates, monitoring resources health, up-to date on the security patches, reporting metrics etc.,. One of the most important job is to make sure we are […]

The Benefits of Cloud Computing: Soar Above the Rest


Cloud computing offers a transformative solution that empowers organisations to scale their operations, enhance efficiency, and drive innovation. With on-demand access to computing resources and advanced technologies, cloud computing revolutionises how businesses operate in the digital age.  How can cloud computing benefit your organisation?  What cost savings and flexibility can you achieve?  How does it […]

Cloud-Based Service Providers To Ace Business


In today’s rapidly evolving business environment, cloud computing has revolutionized the way organizations operate, offering a multitude of cloud services and solutions. From cloud computing platforms to big data analytics, and data centres to management applications, cloud providers offer a comprehensive suite of services that enable organisations to harness the power of the cloud for […]

Cloud: Your Infrastructure Guide


In today’s digital age, businesses are embracing cloud infrastructure to revolutionise their IT resource management. Cloud infrastructure offers the flexibility, scalability, and cost-efficiency that modern organisations seek. In this comprehensive blog, we will delve into the depths of cloud infrastructure, exploring its core concepts, benefits, and the technologies that drive it.  From software-defined environments to […]