RAG

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

LLMs Feb 20, 2025 • 3 min read

5 LLM Fine-tuning Techniques

...explained visually

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Avi Chawla

LLMs Feb 12, 2025 • 4 min read

4 Strategies for Multi-GPU Training

...explained visually.

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Avi Chawla

RAG Feb 2, 2025 • 12 min read

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

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

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Avi Chawla, Akshay Pachaar

RAG Jan 26, 2025 • 17 min read

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

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

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Avi Chawla, Akshay Pachaar

LLMs Jan 24, 2025 • 2 min read

5 Agentic AI design patterns

...explained visually.

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Avi Chawla

LLMs Jan 14, 2025 • 3 min read

RAG vs Graph RAG

...explained visually.

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Avi Chawla