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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3:44

Claim $300 FREE Google Cloud Credit | Use Gemini 3 & Nano Banana Pro

KGP Talkie

Shared 1 week ago

429 views

13:28

Clone Any Voice with Qwen3-TTS (Open-Source TTS)

KGP Talkie

Shared 1 week ago

1.4K views

2:11:28

Gemini 3 Tutorial: Complete LangChain Bootcamp with Tools, Vision and Caching

KGP Talkie

Shared 3 weeks ago

339 views

2:58

3. macOS - Node js Installation | Node.js and NPM Installation on macOS

KGP Talkie

Shared 3 weeks ago

98 views

4:01

1. macOS - Install Anaconda (conda) with Latest Python on macOS

KGP Talkie

Shared 3 weeks ago

288 views

5:36

7. How to Install Python, CUDA & PyTorch for GPU | Install NVIDIA CUDA, cuDNN, PyTorch & Test GPU

KGP Talkie

Shared 4 weeks ago

526 views

8:41

6. Top VS Code Keyboard Shortcuts | VSCode Python Tutorial

KGP Talkie

Shared 4 weeks ago

130 views

4:16

5. How to Install Node js and NPM on Windows - Node js Setup for AI ML Projects

KGP Talkie

Shared 4 weeks ago

102 views

13:04

4. How to Install Git and Setup GitHub SSH Authentication on Windows - Git, SSH & Git Bash Tutorial

KGP Talkie

Shared 1 month ago

238 views

7:52

3. VS Code Setup for Python, Data Science & AI | Extensions, Jupyter & Debugging

KGP Talkie

Shared 1 month ago

482 views

5:48

2. Anaconda ml .venv Explained | Python, Conda, Virtual Environments & Jupyter Notebook

KGP Talkie

Shared 1 month ago

223 views

4:51

1. Install Anaconda on Windows 11 Step by Step | Python, Conda, Jupyter Notebook

KGP Talkie

Shared 1 month ago

517 views

6:05

8. Install UV Python Package Manager | PIP Alternative

KGP Talkie

Shared 1 month ago

177 views

7:17

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

KGP Talkie

Shared 1 month ago

167 views

4:46

4. macOS - Install Claude Desktop on macOS

KGP Talkie

Shared 1 month ago

761 views

5:15

2. macOS - Create 'ml' Virtual Environment (.venv) in Anaconda with the Latest Python

KGP Talkie

Shared 2 months ago

137 views

4:01

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

KGP Talkie

Shared 2 months ago

1.4K views

32:34

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

KGP Talkie

Shared 2 months ago

478 views

21:16

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

KGP Talkie

Shared 2 months ago

881 views

18:47

Build Langchain and Gemini Agent with Realtime Web Search

KGP Talkie

Shared 2 months ago

665 views

11:47

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

KGP Talkie

Shared 3 months ago

757 views

1:59:46

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

KGP Talkie

Shared 3 months ago

1.4K views

6:39

Langchain v1 Agents 9 - Real-Time Streaming Responses Tutorial

KGP Talkie

Shared 3 months ago

645 views

13:17

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

KGP Talkie

Shared 3 months ago

315 views

14:28

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

KGP Talkie

Shared 3 months ago

1.2K views

11:52

Langchain v1 Agents 8 - Custom State & Memory Management Tutorial

KGP Talkie

Shared 3 months ago

401 views

9:46

Langchain v1 Agents 7 - Structured Output with Pydantic V2 Models

KGP Talkie

Shared 3 months ago

365 views

15:53

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

KGP Talkie

Shared 4 months ago

386 views

6:59

Langchain v1 Agents 6 - String vs SystemMessage in LangChain

KGP Talkie

Shared 4 months ago

204 views

20:03

Langchain v1 Agents 4 - Content Analysis & Auto Model Switching

KGP Talkie

Shared 4 months ago

281 views

29:08

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

KGP Talkie

Shared 4 months ago

421 views

31:56

Langchain v1 Agents 2 - Custom Model Configuration & Parameters Explained

KGP Talkie

Shared 4 months ago

580 views

33:42

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

KGP Talkie

Shared 4 months ago

3.2K views

6:27

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

KGP Talkie

Shared 4 months ago

203 views

7:31

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

KGP Talkie

Shared 4 months ago

107 views

43:12

Langchain v1 Projects 4 - SQL Agent with Langchain and Langgraph

KGP Talkie

Shared 4 months ago

1.2K views

5:03

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

KGP Talkie

Shared 4 months ago

76 views

43:11

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

KGP Talkie

Shared 4 months ago

533 views

28:54

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

KGP Talkie

Shared 4 months ago

561 views

28:48

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

KGP Talkie

Shared 4 months ago

843 views

4:16

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

KGP Talkie

Shared 4 months ago

131 views

25:03

Local Voice Cloning Setup: Install Microsoft VibeVoice on Windows 11

KGP Talkie

Shared 5 months ago

4.5K views

11:39

Create Stunning Instagram Content Using Qwen Image Edit Locally with ComfyUI

KGP Talkie

Shared 5 months ago

610 views

8:49

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

KGP Talkie

Shared 5 months ago

1K views

7:43

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

KGP Talkie

Shared 5 months ago

2.4K views

15:51

Run OpenAI's GPT-OSS Locally with Ollama

KGP Talkie

Shared 5 months ago

1.7K views

13:38

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

KGP Talkie

Shared 6 months ago

1.1K views

14:49

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

KGP Talkie

Shared 6 months ago

492 views

13:57

MCP Tutorial 3 - Create PPT Presentation Using PowerPoint MCP Server

KGP Talkie

Shared 6 months ago

2.3K views

11:10

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

KGP Talkie

Shared 6 months ago

4K views

14:57

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

KGP Talkie

Shared 6 months ago

3.2K views

10:45

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

KGP Talkie

Shared 6 months ago

2.9K views

15:03

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

KGP Talkie

Shared 6 months ago

1.5K views

14:11

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

KGP Talkie

Shared 6 months ago

2.7K views

23:02

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

KGP Talkie

Shared 6 months ago

1.2K views

18:45

Install TensorFlow with GPU Support using WSL2 on Windows 11

KGP Talkie

Shared 6 months ago

9.8K views

29:04

Build DeepSeek Financial Analyst with Streamlit and Langchain

KGP Talkie

Shared 1 year ago

6K views

31:15

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

KGP Talkie

Shared 1 year ago

29K views

17:02

Your Personal Coding Assistant Chatbot with DeepSeek R1 1.5B

KGP Talkie

Shared 1 year ago

5.4K views

9:39

Run DeepSeek R1 Models Locally with Ollama

KGP Talkie

Shared 1 year ago

17K views