From Clicking to Chatting: Building Practical AI Agents with LangChain
In my last blog, I talked about different approaches towards AI and how various people have followed different paths to solve problems with AI. Out of all the approaches, there is one that is currently outshining: the Rational Agent. If we see the cu...
From Thinking Machines to Rational Agents: A Guide to different Approaches to AI
As someone learning about Artificial Intelligence, I came across an interesting idea in the book "Artificial Intelligence: A Modern Approach" by Russell and Norvig. It said, "A student in physics might feel that all the good ideas in physics have alr...
India's AI Ambition: Can It Bridge the Talent, Data, and Research Gaps?
The world is at a crossroads for the race to AI superpower and I was quite curious to know where India stands in this AI race. In the high-stakes global race for Artificial Intelligence (AI) leadership, can India truly compete and lead, or will it be...
From "King - Man + Woman = Queen" to AI Power: The Dot Product Explained
We all know \(2 + 3 - 1 = 4\) but what if I tell you that \(King - man + woman = Queen\). You will wonder how we can perform algebra on words, but this is possible in the world of Machine Learning and by the end of this article you will be able to cr...
Random Forests: The Power of Democratic Decision-Making in Machine Learning
"None of us is as smart as all of us." This simple wisdom resonates deeply in the world of machine learning, particularly when we consider the power of combining multiple perspectives. Just as a diverse group can often arrive at a more insightful sol...
The Three Minds of AI: Understanding Different types of Machine Learning
We're living in the era of AI, where tech giants constantly unveil new, complex terms, leaving us scrambling to expand our AI vocabulary. But before diving into the latest buzzwords, it's essential to grasp the fundamentals that underpin this technol...
From Vectors to Predictions: Linear Algebra in AI & ML
The machine learning revolution will not be televised: it will be vectorized.- Pete Warden You ask, the AI answers. It's a dialogue as natural as any conversation. One moment you're asking a complex question, the next, a perfectly crafted response a...
Going Visible: Google Gemini API Developer Competition Submission
It was the early 2000s, and I was sitting in front of a desktop computer with 512 MB of RAM, running Windows 95. The boxy monitor hummed softly, and the familiar Windows startup sound filled the room. I had Solitaire open, clicking away on the cards,...
Image Compression in S3 Bucket using Lambda, Node.js, and CloudFront
In today's digital world, images play a crucial role in enhancing user experience on websites and applications. Take the example of Instagram where millions of images are shared by users, it would be impossible to deliver the users a smooth experienc...