Surya Maddula (@suryamaddula)

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

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...

Sep 23, 2024 · 26 min readsuryamaddula.com

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

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...

Aug 22, 2024 · 8 min readsuryamaddula.com

Taylor Series in AI

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...

Aug 8, 2024 · 10 min readsuryamaddula.com

ANC w/ Matplotlib.

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...

Dec 3, 2023 · 3 min readsuryamaddula.com

Ambient Noise Cancellation: User and Developer Insights

“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...

Oct 24, 2023 · 10 min readsuryamaddula.com

Surya Maddula

About

Available for

Surya Maddula's blogs

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

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

Taylor Series in AI

ANC w/ Matplotlib.

Ambient Noise Cancellation: User and Developer Insights

Surya Maddula

About

Available for

Surya Maddula's blogs

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

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

Taylor Series in AI

ANC w/ Matplotlib.

Ambient Noise Cancellation: User and Developer Insights

Surya Maddula

About

Available for

Surya Maddula's blogs

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

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

Taylor Series in AI

ANC w/ Matplotlib.

Ambient Noise Cancellation: User and Developer Insights

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Surya Maddula

About

Available for

Surya Maddula's blogs

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

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

Taylor Series in AI

ANC w/ Matplotlib.

Ambient Noise Cancellation: User and Developer Insights