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)
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
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
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 […]
The Dynamic Revolution of DevOps Outsourcing
What do tech giants like WhatsApp, Slack, Github, Groove, Opera, Google, and Skype share in common, aside from their tremendous success? They’ve harnessed the power of IT outsourcing services and partnered with remote workers and offshore DevOps experts. Many continue to rely on third-party providers for specific tasks even today. This blog delves into the […]
Azure Ransomware Protection
A Rising Danger Enterprises face a significant threat from ransomware attacks, which have become increasingly targeted and widespread. The Colonial Pipeline attack in 2021 is a stark reminder of the severity of the issue. Unlike previous cyber threats, ransomware attacks can impact various industries, making it important for all businesses to take preventative measures. It […]
Cloud Services Costing: What to Know?
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 […]
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