Welcome to My Tech-Journal

A space where I share my thoughts, experiences, and learnings on technology, programming, and innovation. Expect in-depth articles, tutorials, and projects that showcase my expertise in web development, cloud computing, machine learning, and more!

Check out the latest posts below!!


DOCUMENTOR: BUILD A RAG CHATBOT WITH OLLAMA, CHROMA & STREAMLIT

In this article, we build a Retrieval-Augmented Generation (RAG) web application called DocuMentor that allows users to upload PDF documents and ask questions about the contents. Let’s understand this with the help of a real-world example

SONG RECOMMENDER: BUILDING A RAG APPLICATION FOR BEGINNERS FROM SCRATCH

Have you been trying to understand RAG and read a bunch of articles, yet feel overwhelmed by how complicated it seems to implement? You’ve just hit the jackpot. In this article, I aim to demystify the RAG concept and demonstrate its utility by building a hands-on song recommender application – all without unnecessary complexity. There’s no need for a deep understanding of AI and machine learning; basic knowledge of Python and a willingness to learn something new are all that’s required. So, without further ado, let’s get started.

RETRIEVAL AUGMENTED GENERATION (RAG): A BEGINNER’S GUIDE TO THIS COMPLEX ARCHITECTURE.

RAG, or Retrieval Augmented Generation, is getting a lot of talk these days. It’s pretty exciting, but also a bit confusing for beginners. In this article I attempt to explain RAG in a way that’s easier to understand, without all the complex tech words.

DRUPAL CODE ASSISTANT: BUILD CHATBOT USING OLLAMA

In our previous article, we explored how to create custom models using Ollama. If you haven’t read it yet, I encourage you to start there. Now, let’s expand on that knowledge by crafting a frontend chatbot application for our Drupal Code Assistant. Let’s dive right into coding it.

AI HELPER: BUILD YOUR OWN CUSTOM LLM MODEL ON OLLAMA

As a Drupal Developer, my day includes coding, reviewing, and debugging - all in a day’s work. But what if I had a reliable assistant to help me out? Someone who could review my code, find bugs, suggest improvements, or even generate new code! Let’s see how Ollama can make the job easy.

INTRODUCING OLLAMA: THE LOCAL POWERHOUSE FOR LANGUAGE MODELS

Imagine it’s early in the morning, and you’re thirsty for the latest news on Drupal. You’d usually hop onto Drupal.org or sift through various websites to find quality articles. But you only want the freshest, top-notch reads from this week. ChatGpt, Microsoft Copilot or any other big tech companies’ LLM tool can help with that. But here’s the twist - with Ollama, you can get that, for free and even automate to email you those articles every-day.