LLMs

LLMs Jan 19, 2025 • 24 min read

Implementing DoRA (an Improved LoRA) from Scratch

A powerful LoRA-variant explained in a beginner-friendly way and implemented in PyTorch.

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Avi Chawla, Akshay Pachaar

LLMs Jan 14, 2025 • 3 min read

RAG vs Graph RAG

...explained visually.

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Avi Chawla

LLMs Jan 12, 2025 • 17 min read

A Practical Guide to Integrate Evaluation and Observability into LLM Apps

A comprehensive guide to Opik, an open-source LLM evaluation and observability framework.

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Avi Chawla, Akshay Pachaar

RAG Jan 5, 2025 • 26 min read

A Crash Course on Building RAG Systems – Part 9 (With Implementation)

A deep dive into ColPali for building vision-driven RAG systems (with implementation).

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Avi Chawla, Akshay Pachaar

RAG Dec 29, 2024 • 18 min read

A Crash Course on Building RAG Systems – Part 8 (With Implementation)

A deep dive into ColBERT and ColBERTv2 for improving RAG systems (with implementation).

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Avi Chawla, Akshay Pachaar

LLMs Dec 26, 2024 • 3 min read

Building a 100% local mini-ChatGPT

...using Llama-3.2 Vision and Chainlit.

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Avi Chawla

RAG Dec 22, 2024 • 20 min read

A Crash Course on Building RAG Systems – Part 7 (With Implementation)

A deep dive into Graph RAG and how it improves traditional RAG systems (with implementation).

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Avi Chawla, Akshay Pachaar

LLMs Dec 21, 2024 • 5 min read

RAG vs. Agentic RAG

...explained visually

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Avi Chawla