RAG

30 articles

Function calling & MCP for LLMs

LLMs Apr 19, 2025 • 5 min read

Function calling & MCP for LLMs

...explained visually and with code.

5 Levels of Agentic AI Systems

LLMs Mar 28, 2025 • 3 min read

5 Levels of Agentic AI Systems

...explained visually.

Time Complexity of 10 ML Algorithms

LLMs Mar 18, 2025 • 3 min read

Time Complexity of 10 ML Algorithms

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

Corrective RAG Agentic Workflow

LLMs Mar 15, 2025 • 3 min read

Corrective RAG Agentic Workflow

...explained visually and implemented.

Visual Guide to Model Context Protocol (MCP)

LLMs Mar 15, 2025 • 5 min read

Visual Guide to Model Context Protocol (MCP)

...and understanding API vs. MCP.

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

LLMs Mar 14, 2025 • 4 min read

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

100% Local.

[Hands-on] RAG over audio files

LLMs Mar 4, 2025 • 3 min read

[Hands-on] RAG over audio files

...using AssemblyAI and DeepSeek-R1

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

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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