LLMs

LLMs Mar 15, 2025 • 5 min read

Visual Guide to Model Context Protocol (MCP)

...and understanding API vs. MCP.

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Avi Chawla

LLMs Mar 14, 2025 • 4 min read

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

100% Local.

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Avi Chawla

LLMs Mar 12, 2025 • 4 min read

Build a Reasoning Model Like DeepSeek-R1

100% locally.

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Avi Chawla

Agents Mar 9, 2025 • 15 min read

AI Agents Crash Course—Part 5 (With Implementation)

A deep dive into advanced techniques to make robust Agentic systems.

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Avi Chawla, Akshay Pachaar

LLMs Mar 4, 2025 • 3 min read

[Hands-on] RAG over audio files

...using AssemblyAI and DeepSeek-R1

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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.

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Avi Chawla

Agents Mar 2, 2025 • 20 min read

AI Agents Crash Course—Part 4 (With Implementation)

A deep dive into implementing Flows for building robust Agentic systems.

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Avi Chawla, Akshay Pachaar

LLMs Feb 27, 2025 • 4 min read

Transformer vs. Mixture of Experts in LLMs

A popular interview question.

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Avi Chawla