Combining Multiple Retrieval Models for Robust Results: RAPTOR
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Letβs discuss how different techniques can be applied to retrieval systems, using various algorithms to improve accuracy and resilience against errors. Also …
Not RAG, but RAG Fusion? Understanding Next-Gen Info Retrieval.
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. AI and Natural Language Processing are advancing at an incredible pace, and now more than ever, we need better and more RELIABLE …
KNNs & K-Means: The Superior Alternative to Clustering & Classification.
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Letβs discuss two popular ML algorithms, KNNs and K-Means. Stick around; Iβll make this densely packed. P.S. Iβm trying out a new …
Attention is all you need: How Transformer Architecture in NLP started.
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Original Paper: Attention is all you need. AI-Generated Image This was THE paper that introduced Transformer Architecture to NLP. This transformative concept …