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Sagar Kakkala's World

Welcome to Sagar Kakkala's World, your go-to destination for learning DevOps and mastering personal finance. Dive into topics like Kubernetes, GitOps, investment tips, and insurance planning. Whether you're advancing your career or securing your financial future, we simplify complex ideas for your growth. To explore specific topics, click on "Contents of Blog" to navigate directly to the content of your choice.

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kagent 🤖 Tutorial | Build, Deploy & Manage AI Agents on Kubernetes ☸️🚀

Retrieval-Augmented Generation 🚀 | How does RAG work? 🧠📚 | Sagar Kakkala’s World 🌍

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Popular Posts

Day-0 | DevOps Overview and Guidance | Sagar Kakkala's World

For Telugu: For English: We will discuss an Overview of DevOps in very simple and Basic Overview Let us say, A Person is running Painting business with Alex Paints and he wants to expand his Business in online, He wants to have his own website and application for his business, And also let us assume that he has very Big Company of his Own. Generally since he has the Product, his company is said to be Product Based Company and now he approaches companies like TCS, Accenture ,Infosys, etc..which will be here called as Service Based Companies. Now the Traditional Method is said to be Waterfall Method. What happens in this Method? Lets say Alex Paints asks for Website, Service Based Company Develops website and then ask for Review for Client (Client is Alex Paints). In Case, the client asks for changes, Entire Website application code has to be changed. This makes challenging to Develop code and also Lot of Time Taking Process, to counter attack this, Most companies...

Build & Deploy Series | Part-1 | Build and Deploy of React Application in Nginx hosted on AWS EC2

Build and Deploy series : The Series here does not focus on individual tools but focuses more on how different DevOps tools are connected to each other The series focuses mainly on Build and Deploy and also may not follow best practises of DevOps but we will speak about the best practises and places where in our project to be improved to make it a secured setup. Highly Recommend using repo here - Day1 to practise this project instead of code present in snippets, In case of confusion, Please do watch video that is explained in English, the code here in the blog is not changed to keep screenshots intact Before we begin, we recommend to take a AWS free tier account Also Github Account Also for practise, we recommend you to buy godaddy domain, buy any random domain at cheapest price for practise. Also install the following tools: Tools to download Git Visual S...

Retrieval-Augmented Generation 🚀 | How does RAG work? 🧠📚 | Sagar Kakkala’s World 🌍

What is RAG? Before we discuss what exactly is RAG, let us discuss a different scenario and relate it to RAG, lets say you watched a lot of films/movies and if i say, i have watched a film and i found it interesting, i watched it a long ago, and you might ask me if i remember any few scenes that i could explain, so that you could help me with the title of movie. Now, i started saying its a film where a ship hits an iceberg and people drown. and you immediately might guess title "Titanic". When you have watched a lot of films, but you guessed the title correctly this is exactly RAG or Retrieval-Augmented Generation., where RAG systems has been fed or trained with data and when you ask it a question, it picks from up sources it has without much hallucination. How does RAG work? lets relate it to previous movie example we took, You watched lot of films, and i explained you only a scene from movie but you guessed the title right and i dint had to explain complete movie...

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