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 projectsβall explained in simple language.
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
3 weeks ago (edited) | [YT] | 8
View 3 replies
KGP Talkie
I want to make my teaching better for you π 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 π
Your feedback really helps me improve and create content that you enjoy π
3 weeks ago | [YT] | 9
View 10 replies
KGP Talkie
Hi everyone! π
Iβm excited to share that Iβve started working on a new course - *Build AI Agent Projects with LangChain v1 and Google Gemini* π
Iβd love to make this course as practical and useful as possible - and thatβs where you come in π
π What kinds of AI agent projects would you like to build or learn about?
π 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 - Iβll use your input to shape the course content. Looking forward to hearing your thoughts! π¬β¨
1 month ago | [YT] | 14
View 2 replies
KGP Talkie
You asked, I listened! It's live NOW π
ππ€ *New Deep Agent Udemy Course Launch* π€π
I have just launched my new Udemy course Deep Agent β Multi-Agent RAG with Gemini and LangChain π
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.
π° Launch Price:
Only βΉ399 in India or $9.99 worldwide
π― Enroll now using the launch coupon:
π www.udemy.com/course/deep-agent/?couponCode=D5063Aβ¦
If you want to move beyond basic chatbots and learn how production-grade AI agents are actually built, this course is for you.
1 month ago (edited) | [YT] | 14
View 8 replies
KGP Talkie
ππ€ New Deep Agent Udemy Course Launch π€π
I have just launched my new Udemy course Deep Agent β Multi-Agent RAG with Gemini and LangChain π
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.
π° Launch Price:
Only βΉ399 in India or $9.99 worldwide
π― Enroll now using the launch coupon:
π www.udemy.com/course/deep-agent/?couponCode=D5063Aβ¦
If you want to move beyond basic chatbots and learn how production-grade AI agents are actually built, this course is for you.
1 month ago | [YT] | 9
View 0 replies
KGP Talkie
π *Exciting Update: Publish Research Assistant MCP* πΒ
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.
π₯ MCP Mastery β Build MCP Servers & AI AgentsCreate MCP servers & clients using Python, Streamlit, LangChain, LangGraph, and Ollama.
Have a Look Here β kgptalkie.com/mcp
1 month ago | [YT] | 16
View 0 replies
KGP Talkie
β All Gen AI Courses Available for βΉ599 INR / $9.99 USD
Here are the updated courses with direct access links:
π Agentic RAG with LangChain & LangGraph
Complete step-by-step RAG pipeline using LangChain v1, LangGraph, Qwen3, Gemma3, DeepSeek-R1, FAISS.
Have a Look Here β kgptalkie.com/agentic-rag
π― Master OpenAI Agent Builder
Build visual AI agents with OpenAI Agent Builder, ChatKit, RAG, MCP, AWS RDS MySQL.
Have a Look Here β kgptalkie.com/agent-builder
π₯ MCP Mastery β Build MCP Servers & AI Agents
Create MCP servers & clients using Python, Streamlit, LangChain, LangGraph, and Ollama.
Have a Look Here β kgptalkie.com/mcp
π 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
π 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
π 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
1 month ago (edited) | [YT] | 6
View 0 replies
KGP Talkie
β All Courses Available for βΉ399 INR / $9.99 USD
Here are the updated courses with direct access links:
π― *Master OpenAI Agent Builder*
Build visual AI agents with OpenAI Agent Builder, ChatKit, RAG, MCP, AWS RDS MySQL.
Have a Look Here β kgptalkie.com/agent-builder
π₯ *MCP Mastery β Build MCP Servers & AI Agents*
Create MCP servers & clients using Python, Streamlit, LangChain, LangGraph, and Ollama.
Have a Look Here β kgptalkie.com/mcp
π *Agentic RAG with LangChain & LangGraph*
Complete step-by-step RAG pipeline using LangChain v1, LangGraph, Qwen3, Gemma3, DeepSeek-R1, FAISS.
Have a Look Here β kgptalkie.com/agentic-rag
2 months ago | [YT] | 15
View 0 replies
KGP Talkie
π What should be my next udemy course? Vote & help me decide!
2 months ago | [YT] | 8
View 6 replies
KGP Talkie
π New Agentic AI Course Launch π
π Private Agentic RAG with LangGraph and Ollama is now LIVE! π
Hi everyone,
I am excited to announce my brand-new course:
π₯ Agentic AI β Private Agentic RAG with LangGraph and Ollama π₯
This course teaches you how to build advanced, private, and production-ready Agentic RAG systems, running fully on your machine with zero API cost.
You will learn:
β Advanced LangGraph workflows
β MySQL Agent
β PageRAG architecture
β BM25+ re-ranking
β Agentic PageRAG
β Corrective RAG (CRAG)
β Reflexion RAG
β Self-RAG
β Adaptive RAG
β Complete tool-based agent systems
π Enroll here with the launch offer (lowest price):
www.udemy.com/course/agentic-ai-private-agentic-raβ¦
2 months ago (edited) | [YT] | 10
View 4 replies
Load more