LLMs

LLMs Mar 15, 2025 • 3 min read

Corrective RAG Agentic Workflow​

...explained visually and implemented.

• 

Avi Chawla

LLMs Mar 15, 2025 • 5 min read

Visual Guide to Model Context Protocol (MCP)

...and understanding API vs. MCP.

• 

Avi Chawla

LLMs Mar 14, 2025 • 4 min read

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

100% Local.

• 

Avi Chawla

LLMs Mar 12, 2025 • 4 min read

Build a Reasoning Model Like DeepSeek-R1

100% locally.

• 

Avi Chawla

Agents Mar 9, 2025 • 15 min read

Advanced Techniques to Build Robust Agentic Systems (Part A)

AI Agents Crash Course—Part 5 (with implementation).

• 
• 

Avi Chawla, Akshay Pachaar

LLMs Mar 4, 2025 • 3 min read

[Hands-on] RAG over audio files

...using AssemblyAI and DeepSeek-R1

• 

Avi Chawla

LLMs Mar 3, 2025 • 5 min read

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

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

• 

Avi Chawla

Agents Mar 2, 2025 • 20 min read

Building Flows in Agentic Systems (Part B)

AI Agents Crash Course—Part 4 (with implementation).

• 
• 

Avi Chawla, Akshay Pachaar