RAG

LLMs

Build and Deploy Agents to Production

...explained step-by-step.

Oct 4

RAG Systems Course

RAG Course

A hands-on series on building production-grade RAG systems. It covers the fundamentals of RAG, naive RAG, RAG evaluation, RAG optimization, Multimodal RAG, Graph RAG, Vision RAG, etc. (with implementation).

Aug 30

LLMs

​Building a Browser Automation Agent​

...explained visually and with code.

Aug 12

LLMs

Step-by-step Guide to Fine-tune Qwen3

100% locally.

Jun 5

LLMs

3 Prompting Techniques for Reasoning in LLMs

...explained with visuals.

May 28

LLMs

Deploy a Qwen 3 Agentic RAG

Step-by-step code walkthrough.

May 11

LLMs

Function calling & MCP for LLMs

...explained visually and with code.

Apr 19

LLMs

Supervised & Reinforcement Fine-tuning in LLMs

...covered with implementation

Apr 3

LLMs

5 Levels of Agentic AI Systems

...explained visually.

Mar 28

LLMs

Building a Real-time Voice RAG Agent

..explained with step-by-step code.

Mar 22

LLMs

Time Complexity of 10 ML Algorithms

(training and inference)...in a single frame.

Mar 18

LLMs

Corrective RAG Agentic Workflow​

...explained visually and implemented.

Mar 15

LLMs

Visual Guide to Model Context Protocol (MCP)

...and understanding API vs. MCP.

Mar 15

LLMs

[Hands-on] Multimodal RAG using DeepSeek's Janus

100% Local.

Mar 14

LLMs

[Hands-on] RAG over audio files

...using AssemblyAI and DeepSeek-R1

Mar 4

LLMs

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

Four critical model training paradigms that you MUST know for real-world ML modelling.

Mar 3

LLMs

5 LLM Fine-tuning Techniques

...explained visually

Feb 20

LLMs

4 Strategies for Multi-GPU Training

...explained visually.

Feb 12

RAG Systems Course

16 Techniques to Supercharge and Build Real-world RAG Systems (Part 2)

A comprehensive guide with practical tips on building robust RAG solutions.

Feb 2

RAG Systems Course

16 Techniques to Supercharge and Build Real-world RAG Systems (Part 1)

A comprehensive guide with practical tips on building robust RAG solutions.

Jan 26

LLMs

5 Agentic AI design patterns

...explained visually.

Jan 24

LLMs

RAG vs Graph RAG

...explained visually.

Jan 14

RAG Systems Course

A Crash Course on Building RAG Systems – Part 9 (With Implementation)

A deep dive into ColPali for building vision-driven RAG systems (with implementation).

Jan 5

RAG Systems Course

A Crash Course on Building RAG Systems – Part 8 (With Implementation)

A deep dive into ColBERT and ColBERTv2 for improving RAG systems (with implementation).

Dec 29

RAG Systems Course

A Crash Course on Building RAG Systems – Part 7 (With Implementation)

A deep dive into Graph RAG and how it improves traditional RAG systems (with implementation).

Dec 22

LLMs

RAG vs. Agentic RAG

...explained visually

Dec 21

RAG Systems Course

A Crash Course on Building RAG Systems – Part 6 (With Implementation)

A deep dive into building multimodal RAG systems on real-world data (with implementation).

Dec 8

LLMs

Building a RAG app using Llama-3.3

Meta's latest LLM (100% Local).

Dec 7

RAG Systems Course

A Crash Course on Building RAG Systems – Part 5 (With Implementation)

A deep dive into key components of multimodal systems—CLIP embeddings, multimodal prompting, and tool calling.

Dec 1

RAG Systems Course

A Crash Course on Building RAG Systems – Part 4 (With Implementation)

A deep dive into handling multiple data types in RAG systems (with implementations).

Nov 24