Avishek Biswas

AI

The Ultimate Guide to RAGs — Each Component Dissected

A visual tour of what it takes to build CHAD-level LLM pipelines Avishek Biswas · Follow Published in Towards Data Science · 12 min read · 3 hours ago — Let’s learn RAGs! (Image by Author) If you have worked with Large Language Models, there is a great chance that you have at least heard the term RAG — Retrieval Augmented Generation. The idea of RAGs are pretty simple — suppose you want to ask

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AI

The History of Convolutional Neural Networks for Image Classification (1989- Today)

A visual tour of the greatest innovations in Deep Learning and Computer Vision. Avishek Biswas · Follow Published in Towards Data Science · 15 min read · 3 days ago — Before CNNs, the standard way to train a neural network to classify images was to flatten it into a list of pixels and pass it through a feed-forward neural network to output the image’s class. The problem with flattening the image is that the

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