KGP Talkie - Invidious

KGP Talkie

KGP Talkie is a channel focused on practical, real-world AI engineering. I am Laxmi Kant Tiwari, an IIT Kharagpur graduate and Senior Data Science & AI Engineer with 10+ years of experience building production-level ML, LLM, RAG, and AI agent systems across startups and global companies.

I have worked on more than 100 AI/ML projects, including an award-winning wireless health monitoring system that won Eureka 2016 at IIT Bombay. Through my teaching platform KGP Talkie, I have trained over 100,000 students worldwide in Python, Machine Learning, Deep Learning, and modern Generative AI technologies like LangChain, LangGraph, Ollama, GPT-OSS, Qwen3, and Gemma3.

On this channel, I share clear and practical tutorials that help you move from basic concepts to building real AI applications. You will learn how to create RAG systems, intelligent agents, memory workflows, vector search pipelines, and full-stack GenAI projects—all explained in simple language.

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7:17

Building Enterprise RAG: Unlock Private Data with RAG- RAG with Gemini PPT| KGP Talkie

KGP Talkie

Shared 1 week ago

121 views

4:46

Install Claude Desktop on macOS

KGP Talkie

Shared 1 week ago

149 views

5:15

macOS - Create 'ml' Virtual Environment in Anaconda with the Latest Python - Anaconda Tutorial

KGP Talkie

Shared 2 weeks ago

63 views

4:01

Install Anaconda on macOS - How to Install Anaconda and Python 3.13 and 3.14 on macOS

KGP Talkie

Shared 3 weeks ago

245 views

32:34

Deep Finance Researcher Agent with TODO Planner - Deep Agent with Gemini, Langchain and MCP

KGP Talkie

Shared 4 weeks ago

387 views

21:16

Build Travel Planning Agent with Google Gemini, Langchain v1, Ollama, Airbnb, and WeatherAPI

KGP Talkie

Shared 1 month ago

637 views

18:47

Build Langchain and Gemini Agent with Realtime Web Search

KGP Talkie

Shared 1 month ago

465 views

11:47

Deploy OpenAI Agent Builder Workflow in Production at Your Website | Integrate Chatbot in Website

KGP Talkie

Shared 2 months ago

649 views

1:59:46

Master Complete OpenAI Agent Builder - Build End-to-End AI Agents with OpenAI Chatkit WITHOUT Coding

KGP Talkie

Shared 2 months ago

1.3K views

6:39

Langchain v1 Agents 9 - Real-Time Streaming Responses Tutorial

KGP Talkie

Shared 2 months ago

501 views

13:17

Fetch Real-time Information in OpenAI Agent Builder Workflow with Zapier GET Webhook

KGP Talkie

Shared 2 months ago

290 views

14:28

Build Finance RAG in Less than 10 Minutes with OpenAI Agent Builder

KGP Talkie

Shared 2 months ago

1.1K views

11:52

Langchain v1 Agents 8 - Custom State & Memory Management Tutorial

KGP Talkie

Shared 2 months ago

309 views

9:46

Langchain v1 Agents 7 - Structured Output with Pydantic V2 Models

KGP Talkie

Shared 2 months ago

313 views

15:53

Langchain v1 Agents 5 - Tool Configuration & Error Handling Best Practices

KGP Talkie

Shared 2 months ago

312 views

6:59

Langchain v1 Agents 6 - String vs SystemMessage in LangChain

KGP Talkie

Shared 2 months ago

178 views

20:03

Langchain v1 Agents 4 - Content Analysis & Auto Model Switching

KGP Talkie

Shared 2 months ago

253 views

29:08

Langchain v1 Agents 3 - Dynamic Model Switching for Cost Optimization in Agents

KGP Talkie

Shared 2 months ago

369 views

31:56

Langchain v1 Agents 2 - Custom Model Configuration & Parameters Explained

KGP Talkie

Shared 2 months ago

500 views

33:42

Langchain v1 Agents 1 - Basic Agent Creation with Web Search Tools using Langchain and Langgraph

KGP Talkie

Shared 2 months ago

2.4K views

6:27

4 Connect VS Code to AWS EC2 Instance - Remote SSH Setup Tutorial

KGP Talkie

Shared 2 months ago

178 views

7:31

3 Install Python & Anaconda on AWS EC2 Instance - Python & Anaconda on AWS EC2

KGP Talkie

Shared 2 months ago

93 views

43:12

Langchain v1 Projects 4 - SQL Agent with Langchain and Langgraph

KGP Talkie

Shared 3 months ago

1K views

5:03

2 How to Create EC2 Instance in AWS - AWS EC2 Instance Launch Tutorial

KGP Talkie

Shared 3 months ago

60 views

43:11

Langchain v1 Projects 3 - Local RAG with Langgraph Agents, Qwen3 and Ollama

KGP Talkie

Shared 3 months ago

471 views

28:54

Langchain v1 Projects 2 - Local RAG with Langchain Agents, Qwen 3, and Ollama

KGP Talkie

Shared 3 months ago

512 views

28:48

Langchain v1 Projects 1 - Semantic Search for Foundational RAG with code files

KGP Talkie

Shared 3 months ago

781 views

4:16

1 AWS Account Creation Tutorial - Get Started with $200 in AWS Account

KGP Talkie

Shared 3 months ago

113 views

25:03

Local Voice Cloning Setup: Install Microsoft VibeVoice on Windows 11

KGP Talkie

Shared 3 months ago

4.2K views

11:39

Create Stunning Instagram Content Using Qwen Image Edit Locally with ComfyUI

KGP Talkie

Shared 3 months ago

564 views

8:49

Qwen Image Editing - Use Qwen Image Edit Model to Edit Your Image Like a Pro

KGP Talkie

Shared 3 months ago

1K views

7:43

Fix ComfyUI Space Issues: Complete Windows 11 Setup Guide - Install ComfyUI on Windows 11

KGP Talkie

Shared 3 months ago

1.9K views

15:51

Run OpenAI's GPT-OSS Locally with Ollama

KGP Talkie

Shared 4 months ago

1.7K views

13:38

MCP Tutorial 5 - Access and Analyze SQLite data using MCP Server

KGP Talkie

Shared 4 months ago

955 views

14:49

MCP Tutorial 4 - Create PDF Report with MCP Server at Notion

KGP Talkie

Shared 4 months ago

438 views

13:57

MCP Tutorial 3 - Create PPT Presentation Using PowerPoint MCP Server

KGP Talkie

Shared 4 months ago

1.9K views

11:10

MCP Tutorial 2 - Analyze Any Excel Sheet with Excel MCP Server and AI

KGP Talkie

Shared 4 months ago

3.3K views

14:57

How to Analyze Files Locally with Ollama - No Data Upload Required

KGP Talkie

Shared 4 months ago

2.6K views

10:45

MCP Tutorial 1 - Control Web Browser with Playwright MCP Server and AI

KGP Talkie

Shared 4 months ago

2.7K views

15:03

Install WSL 2 in Windows 11 for Python Coding with VS Code

KGP Talkie

Shared 4 months ago

1.2K views

14:11

New Ollama Desktop App: Run AI Locally with Full Privacy | Full Walkthrough & Demo

KGP Talkie

Shared 4 months ago

2.7K views

23:02

PyTorch GPU Installation on Windows 11 using WSL2 + Anaconda (2025 Edition)

KGP Talkie

Shared 4 months ago

1.1K views

18:45

Install TensorFlow with GPU Support using WSL2 on Windows 11

KGP Talkie

Shared 4 months ago

8.5K views

29:04

Build DeepSeek Financial Analyst with Streamlit and Langchain

KGP Talkie

Shared 10 months ago

6K views

31:15

Build Finance RAG Locally with DeepSeek R1-1.5B without GPU

KGP Talkie

Shared 10 months ago

29K views

17:02

Your Personal Coding Assistant Chatbot with DeepSeek R1 1.5B

KGP Talkie

Shared 10 months ago

5.4K views

9:39

Run DeepSeek R1 Models Locally with Ollama

KGP Talkie

Shared 11 months ago

17K views

1:04:12

LinkedIn Profile Scraping Using LLM | LLAMA, Ollama, Selenium, BeautifulSoup, and JSON

KGP Talkie

Shared 1 year ago

2.7K views

7:01

BenQ 240Q Programming Monitor Box Opening | My Work Station Setup

KGP Talkie

Shared 1 year ago

1.1K views

35:58

Local Text to SQL (MySQL) Query LLM App with LLAMA 3.2, Ollama and Langchain

KGP Talkie

Shared 1 year ago

12K views

7:08

New Udemy Course!! Deploy LLM App in Production with Ollama and Langchain

KGP Talkie

Shared 1 year ago

743 views

1:23:28

Full LinkedIn Profile Scraping in Python using Selenium and BeautifulSoup | Save Data in JSON

KGP Talkie

Shared 1 year ago

12K views

1:53:26

Build a Private Chat My PDF Data RAG System with LangChain, Ollama, FAISS Vector Store & Llama 3.2

KGP Talkie

Shared 1 year ago

13K views

29:23

Deploy LLM Application on AWS EC2 with Langchain and Ollama | Deploy LLAMA 3.2 App

KGP Talkie

Shared 1 year ago

5K views

54:15

Create Conversational Chat Bot Application with Langchain, Ollama & LLAMA 3.2 | ChatGPT-Like Bot

KGP Talkie

Shared 1 year ago

4.3K views

1:04:03

Build Your Own Chatbot with Langchain, Ollama & LLAMA 3.2 | Local LLM Tutorial

KGP Talkie

Shared 1 year ago

16K views

2:46:54

Pandas Crash Course for Machine Learning | DataFrames, GroupBy, and More

KGP Talkie

Shared 1 year ago

562 views

1:48:22

NumPy Crash Course for Machine Learning | Arrays, Indexing, Operations and More

KGP Talkie

Shared 1 year ago

622 views

3:36:18

Python Crash Course for Machine Learning | Data Types, Strings, Lists, Loops and More

KGP Talkie

Shared 1 year ago

1K views

1:13:49

Fine-Tune DistilBERT, MobileBERT, and TinyBERT for Fake News Detection | Model Accuracy Benchmarking

KGP Talkie

Shared 1 year ago

1.3K views