RAG

LLMs Jun 24, 2025 • 4 min read

[Hands-on] Build an MCP-powered Audio Analysis Toolkit

...explained step-by-step with code.

• 

Avi Chawla

LLMs Jun 5, 2025 • 4 min read

Step-by-step Guide to Fine-tune Qwen3

100% locally.

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Avi Chawla

LLMs May 28, 2025 • 4 min read

3 Prompting Techniques for Reasoning in LLMs

...explained with visuals.

• 

Avi Chawla

LLMs May 11, 2025 • 4 min read

Deploy a Qwen 3 Agentic RAG

Step-by-step code walkthrough.

• 

Avi Chawla

LLMs Apr 19, 2025 • 5 min read

Function calling & MCP for LLMs

...explained visually and with code.

• 

Avi Chawla

LLMs Apr 4, 2025 • 3 min read

MCP-powered RAG Over Complex Docs

...with hands-on implementation.

• 

Avi Chawla

LLMs Apr 3, 2025 • 3 min read

Supervised & Reinforcement Fine-tuning in LLMs

...covered with implementation

• 

Avi Chawla

LLMs Mar 28, 2025 • 3 min read

5 Levels of Agentic AI Systems

...explained visually.

• 

Avi Chawla