Data Science

LangGraph vs LangChain: Choosing the Right Framework for AI Workflows

Introduction As AI developers, we're constantly deciding which tools best serve our projects—whether we're building chatbots, automated reports, or document analysis platforms. Two frameworks have emerged as frontrunners: LangChain and LangGraph. While they complement each other, they solve fundamentally different problems.This guide...

09-Feb-2026

Data Science

Beyond itineraries: Building an AI-powered smart travel planner with agents, maps, voice, and more

Introduction Travel planning is no longer just about deciding where to go, it's about how, when, what to experience, and being prepared at every step. Traditional itinerary tools focus only on dates and places, leaving travelers to juggle multiple apps for hotels, packing lists, activities, maps, and research. To solve this, we built...

by Vishwas Singh
Tag: GenAI
16-Jan-2026

Data Science

LLM Fine-Tuning Explained: What It Is, Why It Matters, and How It Works

Introduction Large Language Models (LLMs) like ChatGPT, Gemini, and Claude are very powerful. They can answer questions, write text, generate code, and help in many tasks. However, these models are trained on very general data from the internet. Because of this, they may not always understand your specific business, domain, or writing...

by Dharmendra Singh
Tag: GenAI
16-Jan-2026

Data Engineering

How GenAI Is Transforming Data Engineering

Introduction Data engineering, once dominated by manual coding, SQL development, and repetitive operational tasks, is entering a new era. With Generative AI (GenAI), data teams are automating ingestion workflows, accelerating data modeling, writing code faster, improving quality checks, and generating documentation instantly. GenAI...

by Shashvat Vashishtha
Tag: GenAI
06-Jan-2026

Java/JVM

The Future of Java Development with GenAI

Introduction A few months back, while debugging a messy Spring Boot service at 2 a.m., I pasted a confusing error trace into a GenAI tool just to see what it would say. To my surprise, it suggested a fix that actually worked. That was the moment I realized—this technology isn’t just hype; it’s going to change how we code. Java,...

by Akash Sharma
Tag: GenAI
11-Nov-2025

Experience Design

Cross-Pollinate Your Design Ideas With AI : The Smart Ideation Framework

Introduction Many times, UX designers have felt stuck for hours trying to research and navigate to a perfect approach that would be a custom fit into the context that we are working on, leaving us staring at a blank screen, or just pacing around trying to look in each corner of our brain. Lets dive into the Smart Ideation Framework! ...

by Sakshi Pandey
Tag: GenAI
06-Oct-2025

BA

Auto-Clip Generation: Re-shaping content delivery for digital platforms

Introduction In today’s fast-paced digital world, audiences no longer have the time or patience to watch an entire game. Instead, they crave the excitement of key highlights—the major actions (sixes, boundaries, goals, or wickets) that define the game. Traditionally, creating these highlight reels has been a manual and time-consuming...

by Shweta Joshi
Tag: GenAI
26-Sep-2025

Data Science

Finding the Right GenAI Model for Right Task

Where It All Began The inspiration for exploring this topic arose while developing a POC to generate accurate graphical reports and charts from quantitative data. Naturally, the first thought was GPT. It’s everywhere—the “default” AI for almost any task. ChatGPT was given a try. It worked to an extent, displaying text-based...

by Harshit Wadhwa
Tag: GenAI
17-Sep-2025

MSP

Automation of the Future: How n8n and AI are Revolutionizing IT Workflows

Introduction IT teams are constantly confronted with it-itself an indicator of bigger problems: manual incident resolution, repetitive provisioning, rising cloud costs, and compliance needs. Traditional solutions involve custom scripts, cron jobs, or expensive third-party tools. What if you could automate all of it, smartly, in one...

by Naveen Pundir
Tag: GenAI
10-Sep-2025

Quality Engineering

Gen AI in Software Testing: Smarter, Faster, Better QA

Introduction Generative AI (Gen AI) is changing the software testing world. As technology development accelerates towards its peak and the software are getting more complex, traditional testing methods struggle to keep up. From the repetitive manual tasks, to to endless regression cycles. That's where Gen AI has been a game-changer. It...

by Bareen Ayub
Tag: GenAI
09-Sep-2025

Quality Engineering

 GenAI for Lending IT Products: Revolutionizing the Loan Lifecycle

Welcome, visionaries! Today, I’m diving deep into how Generative AI (GenAI) is transforming the world of lending IT products—from the first application through loan termination. If you’re looking for visibility and real impact in the fintech space, these are the use cases you must know, each paired with an easy-to-remember icon for...

by Ankur Agarwal
Tag: GenAI
09-Sep-2025

Drupal

Drupal AI Chatbot with Custom Data

Drupal chatbots powered by AI use Large Language Models (LLMs) to understand user queries and provide intelligent, context-aware responses. These models rely on transformer-based neural networks, which allow the chatbot to interpret questions, generate relevant answers, and maintain a natural conversational flow. By integrating LLaMA3 via...

by Prashant Mishra
Tag: GenAI
08-Sep-2025