@suryamaddula

Not RAG, but RAG Fusion? Understanding Next-Gen Info Retrieval.

Sep 23, 2024 · 26 min read · Not RAG, but RAG Fusion? Understanding Next-Gen Info Retrieval. AI and Natural Language Processing are advancing at an incredible pace, and now more than ever, we need better and more RELIABLE ways to find and use information. As we've all experienc...

Attention is all you need: How Transformer Architecture in NLP started.

Aug 22, 2024 · 8 min read · Original Paper: Attention is all you need. This was THE paper that introduced Transformer Architecture to NLP. This transformative concept led to the rise of LLMs and solved the problem of contextualized word embeddings! Ok, some context first: Let's...

Taylor Series in AI

Aug 8, 2024 · 10 min read · P.S. Read thru this article a bit slowly, word by word; you’ll thank me later ;) — — — — Let’s see what the Taylor Series is and how it relates to its applications in AI & Processing. “The study of Taylor series is largely about taking non-polynomia...

ANC w/ Matplotlib.

Dec 3, 2023 · 3 min read · AI Generated Image For the past few weeks, I’ve been working on the software for Active Noise Cancellation, for which I got a Patent granted. I initially planned to focus on building the prototype myself but then pivoted to software first since it wa...

Ambient Noise Cancellation: User and Developer Insights

Oct 24, 2023 · 10 min read · “If you aren’t able to explain simply, then you haven’t understood completely” — Wise Words by someone I know whose name I can't remember ;) Noise bothers us in daily life. It affects our focus, communication, and music. Many people use headphones o...