Posts by Nikhilesh Tayal

@Nikhilesh Tayal

Nikhilesh Tayal

Nikhilesh is an entrepreneur, teacher and tech nerd He is an IIT Kharagpur alumn...
India aimletc.com Joined August 2025
7.9k Points197 Badges12 Connections12 Followers13 Following

Posts by Nikhilesh Tayal

Nikhilesh Tayal in Videos 1 min read
RAG on Excel. To perform RAG on documents like PDFs, we split the data and create chunks to generate vector embeddings, right? But how can we split data which is in tabular format? In this video, let's discuss how to perform RAG on an Ex...
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Nikhilesh Tayal in Videos 1 min read
Code walkthrough video - AI Search Agent using Gemini & Langchain Explaining AI concepts thorugh storytelling video is one thing but the bigger challenge is to explain code through the same style - one of the feedbacks we received. So, we accep...
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Nikhilesh Tayal in Videos 1 min read
Let's understand the difference by building a Multi AI Agent Customer Support application using Antigravity SDK and Gemini 3.5 Flash At the same time comparing it with CrewAI...
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Nikhilesh Tayal in Videos 1 min read
Giving a few AI agents access to a few tools is manageable. But what problems do we face when we try to scale to 100s of agents? That’s where MCP Model Context Protocol matters. In this video, let’s learn MCP through humour, relatable analog...
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Nikhilesh Tayal in Videos 1 min read
You decide it’s time to “do something with AI.” A use case is found. A team is formed. Budgets are locked. Timelines approved. And then someone asks: “Who’s going to manage this project?” Let's discuss it in this video. Watch the complete v...
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Nikhilesh Tayal in Videos 1 min read
We will learn How tokenisation works Why Transformers changed the game of NLP What “Attention Is All You Need” actually means Why LLMs feel human How models like GPT and LLaMA are trained ...
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Nikhilesh Tayal in Videos 1 min read
AI Leadership Playbook In this episode, Jigyaasu and Saral would explore: Why is AI implementation not a weekend hackathon project? For AI implementation, do we need a product manager or a product manager? Why do some AI products become so succes...
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Nikhilesh Tayal in Videos 1 min read
Let's build an AI Agent for email assistance using LangGraph. LangGraph is different from other frameworks like Autogen or CrewAI. Firstly, the Agent can identify whether the incoming email requires a reply or its just for the information. If ...
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Nikhilesh Tayal in Videos 1 min read
This is one of my most watched videos on YouTube It seems people want to learn how to deploy Gen AI or Agentic AI applications on the cloud. In this video we will discusss how to deploy a Gen AI application on Azure cloud easily. It woul...
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Nikhilesh Tayal in Videos 1 min read
One of the biggest limitations of AI agents today is that they do not have internal memory. We have to manage their memory explicitly. But what if an AI agent could edit, update, and manage its own memory... In this video, let us see how...
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Nikhilesh Tayal in Videos 1 min read
In this episode, Jigyaasu and Saral explore what practical safeguards actually help: delimiters, proxies, JSON validation, moderation APIs, LlamaGuard, and more > Next episode: The AI Leadership Playbook Previous episodes: 0. Basics of AI - ht...
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Nikhilesh Tayal in Videos 1 min read
While we mostly talk about building AI Agents and LLM applications, not many people talk about - how easy it is to hack these. In this video, I break down what prompt injection is, how it works, and most importantly, how you can protect your AI ...
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Nikhilesh Tayal in Videos 1 min read
Let's build a fun project to make AI agents do stand-up comedy The idea is to learn "multi agent collaboration" in Autogen. The first AI Agent will crack a joke, and another agent will create a counter-joke on the punchline Let's laugh and...
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Nikhilesh Tayal in Videos 1 min read
Prompt Caching: Stop paying for the same prompt twice. Problem: A prompt is an integral part of any Gen AI or Agentic AI application. However, the problem occurs when the prompt becomes too large. Bigger prompts = higher cost every single cal...
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Nikhilesh Tayal in Videos 1 min read
AI Agents are powerful, but without security, they’re also dangerous. In this episode, Jigyaasu learns why AI Agent security isn’t just a technical concern, but a leadership and business imperative. From prompt injection and hallucinations to dat...
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Nikhilesh Tayal in Videos 1 min read
Through humour, simple analogies, and real-world examples, Jigyasu and Saral explore: What MCP Servers are and who builds them How MCP makes AI Agentic systems scalable, maintainable, and safe What is Google's A2A and more > Next episode: AI Age...
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Nikhilesh Tayal in Videos 1 min read
Let us build a multi-AI agent system that can customize your resume according to the "Job Description." It would also come up with the probable questions that the interviewer might ask based on the JD. All you need to do is upload your basic r...
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Nikhilesh Tayal in Videos 1 min read
Remember when LLMs could only handle text? Well, those days are long gone. Today’s AI models can see images, watch videos, and even listen to your voice. They’ve evolved into what we now call LMMs - Large Multimodal Models. But how did we g...
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Nikhilesh Tayal in Videos 1 min read
Can AI Agents debate? Let us build a Multi AI Agent Debating System using AutoGen, where AI agents don’t just answer, they argue! Basically, Autogen provides this functionality of "Conversable Agents" and in this video, let us learn how to use th...
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