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.
KGP Talkie
🚀 New Course Just Launch @ 399 INR/$9.99 - I’m super excited!
My latest course on LangChain AI Agent Projects is now LIVE on Udemy! 🎉
Packed with real-world, production-ready agentic AI projects 🤖🔥
🎯 What you’ll learn:
✅ Build real AI agents with LangChain
✅ Create RAG-based LLM applications
✅ Tool calling, memory, and guardrails
✅ MCP-based agent workflows
✅ Deploy AI apps to production with FastAPI
✅ Hands-on, real-world projects
If you’ve been waiting to master AI agents and deployment - this is your chance 💡
⏳ Early learners are already enrolling - don’t miss the launch discount!
Once it’s gone, it’s gone 😉
👉 Join here:
www.udemy.com/course/langchain-ai-agent-projects/?…
See you inside the course 🚀
2 weeks ago (edited) | [YT] | 12
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KGP Talkie
🚀 New Course Launched!
My new course LangChain AI Agent Projects: Build and Deploy Real AI Agents is now live.
Learn to build real AI agents using LangChain v1 and Gemini 3 🤖
Tool calling, agent memory, prompt engineering, guardrails, MCP, and FastAPI — all hands-on.
If you want real agentic AI skills and projects, this is for you 💡
Check the link in the description and start building AI agents today 👇
www.udemy.com/course/langchain-ai-agent-projects/?…
2 weeks ago | [YT] | 22
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KGP Talkie
AI is really changing how we analyze financial documents.
You can build this by yourself with my new course on Multi-Agent Deep RAG.
kgptalkie.com/deep-agent
1 month ago (edited) | [YT] | 8
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KGP Talkie
I want to make my teaching better for you 😊 So please look at the three coding styles and tell me which one you like the most
- Live Coding, Paste a Code Line + Explain, or Full Code then Explain.
Comment your choice and why you prefer it 🙏
Your feedback really helps me improve and create content that you enjoy 🚀
1 month ago | [YT] | 9
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KGP Talkie
Hi everyone! 👋
I’m excited to share that I’ve started working on a new course - *Build AI Agent Projects with LangChain v1 and Google Gemini* 🚀
I’d love to make this course as practical and useful as possible - and that’s where you come in 😊
👉 What kinds of AI agent projects would you like to build or learn about?
👉 What problems do you want AI agents to solve in your work or studies?
Please drop your ideas, suggestions, or wish-list projects in the comments - I’ll use your input to shape the course content. Looking forward to hearing your thoughts! 💬✨
1 month ago | [YT] | 14
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KGP Talkie
You asked, I listened! It's live NOW 🎉
🚀🤖 *New Deep Agent Udemy Course Launch* 🤖🚀
I have just launched my new Udemy course Deep Agent – Multi-Agent RAG with Gemini and LangChain 🎉
This course teaches how to build real-world AI agents, deep RAG systems, and autonomous multi-agent research workflows using Gemini, LangChain, MCP, Qdrant, Docling, Docker, and more.
💰 Launch Price:
Only ₹399 in India or $9.99 worldwide
🎯 Enroll now using the launch coupon:
👉 www.udemy.com/course/deep-agent/?couponCode=D5063A…
If you want to move beyond basic chatbots and learn how production-grade AI agents are actually built, this course is for you.
2 months ago (edited) | [YT] | 14
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KGP Talkie
🚀🤖 New Deep Agent Udemy Course Launch 🤖🚀
I have just launched my new Udemy course Deep Agent – Multi-Agent RAG with Gemini and LangChain 🎉
This course teaches how to build real-world AI agents, deep RAG systems, and autonomous multi-agent research workflows using Gemini, LangChain, MCP, Qdrant, Docling, Docker, and more.
💰 Launch Price:
Only ₹399 in India or $9.99 worldwide
🎯 Enroll now using the launch coupon:
👉 www.udemy.com/course/deep-agent/?couponCode=D5063A…
If you want to move beyond basic chatbots and learn how production-grade AI agents are actually built, this course is for you.
2 months ago | [YT] | 9
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KGP Talkie
🎉 *Exciting Update: Publish Research Assistant MCP* 🎉
Publish Your Own Research Assistant MCP Server on PyPI! We've added a comprehensive step-by-step video section to help you publish this package to PyPI, making it accessible to the entire Python community.
Whether you prefer manual publishing or automated CI/CD workflows, we've got you covered with clear instructions and best practices.
🔥 MCP Mastery – Build MCP Servers & AI AgentsCreate MCP servers & clients using Python, Streamlit, LangChain, LangGraph, and Ollama.
Have a Look Here → kgptalkie.com/mcp
2 months ago | [YT] | 16
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KGP Talkie
⭐ All Gen AI Courses Available for ₹599 INR / $9.99 USD
Here are the updated courses with direct access links:
📊 Agentic RAG with LangChain & LangGraph
Complete step-by-step RAG pipeline using LangChain v1, LangGraph, Qwen3, Gemma3, DeepSeek-R1, FAISS.
Have a Look Here → kgptalkie.com/agentic-rag
🎯 Master OpenAI Agent Builder
Build visual AI agents with OpenAI Agent Builder, ChatKit, RAG, MCP, AWS RDS MySQL.
Have a Look Here → kgptalkie.com/agent-builder
🔥 MCP Mastery – Build MCP Servers & AI Agents
Create MCP servers & clients using Python, Streamlit, LangChain, LangGraph, and Ollama.
Have a Look Here → kgptalkie.com/mcp
📊 Master Langchain and Ollama - Chatbot, RAG and AI Agents | 429 INR / 9.99 USD (limited time)
Deploy Langchain v1 AI App at AWS, Local LLM Projects, Ollama, DeepSeek, LLAMA, Qwen3, Gemma3, GPT-OSS, Text to MySQL
kgptalkie.com/langchain
📊 Master LangGraph and Ollama - Build Gen AI Agents | 399 INR / 9.99 USD (limited time)
Gen AI, Langchain v1 AI Agents, MCP, MySQL AI Agent, DeepSeek, GPT-OSS Qwen3 LLAMA Agent, Lang Graph, Ollama, KGPTalkie
kgptalkie.com/langgraph
📊 Fine-Tuning LLM with Hugging Face Transformers for NLP | 399 INR / 9.99 USD (limited time)
Master Transformer models like Phi2, LLAMA, BERT variants, and distillation for advanced NLP applications on custom data
kgptalkie.com/fine-tuning-llm
2 months ago (edited) | [YT] | 6
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KGP Talkie
⭐ All Courses Available for ₹399 INR / $9.99 USD
Here are the updated courses with direct access links:
🎯 *Master OpenAI Agent Builder*
Build visual AI agents with OpenAI Agent Builder, ChatKit, RAG, MCP, AWS RDS MySQL.
Have a Look Here → kgptalkie.com/agent-builder
🔥 *MCP Mastery – Build MCP Servers & AI Agents*
Create MCP servers & clients using Python, Streamlit, LangChain, LangGraph, and Ollama.
Have a Look Here → kgptalkie.com/mcp
📊 *Agentic RAG with LangChain & LangGraph*
Complete step-by-step RAG pipeline using LangChain v1, LangGraph, Qwen3, Gemma3, DeepSeek-R1, FAISS.
Have a Look Here → kgptalkie.com/agentic-rag
3 months ago | [YT] | 15
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