Avi Chawla

RAG Dec 1, 2024 • 21 min read

A Crash Course on Building RAG Systems – Part 5 (With Implementation)

A deep dive into key components of multimodal systems—CLIP embeddings, multimodal prompting, and tool calling.

Agents Nov 28, 2024 • 4 min read

...using Microsoft's Autogen and Llama3-70B.

Pandas Nov 25, 2024 • 4 min read

20x faster Pandas by changing one line of code.

RAG Nov 24, 2024 • 20 min read

A deep dive into handling multiple data types in RAG systems (with implementations).

LLMs Nov 23, 2024 • 4 min read

...explained visually.

Drift Nov 22, 2024 • 4 min read

An intuitive way to detect drift.

Machine Learning Nov 18, 2024 • 3 min read

...along with applications.

RAG Nov 17, 2024 • 16 min read

A deep dive into making RAG systems faster (with implementations).