Muhammad Fahad Bashir's Blog

1. What is RAG? A Deep Dive into Retrieval-Augmented Generation for AI

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Aug 25, 20244 min read85 views

In the rapidly evolving world of artificial intelligence, a term that has gained significant attention in the last couple of years is RAG, which...

1. What is RAG? A Deep Dive into Retrieval-Augmented Generation for AI

Leetcode Problem 2769: Find the Maximum Achievable Number (Easy)

Nov 27, 20242 min read2 views

Question : Given two integers, num and t. A number is achievable if it can become equal to num after applying the following operation: Increase or...

Leetcode Problem 2769: Find the Maximum Achievable Number (Easy)

7. Guide to the Final Stage: Response Generation in Simple RAG

Oct 10, 20246 min read20 views

Welcome to the seventh and final article in our series on Retrieval-Augmented Generation (RAG) explaining the stpes. In the previous articles, we...

7. Guide to the Final Stage: Response Generation in Simple RAG

Why Shift to CNNs: Solving Simple Neural Network Limitations and Understanding CNN [part1]

Oct 3, 20245 min read29 views

Today, we’re excited to explore one of the most widely used neural networks, especially in image processing: Convolutional Neural Networks (CNNs). You...

Why Shift to CNNs: Solving Simple Neural Network Limitations and Understanding CNN [part1]

Neural Networks Simplified: The Future Beyond Traditional ML

Sep 28, 20245 min read35 views

In recent years, we've been hearing a lot about deep learning and machine learning. Like many others, I was once confused, thinking deep learning was...

Neural Networks Simplified: The Future Beyond Traditional ML

6. Understanding Retrievers in detail -LangChain Retriever Methods

Sep 26, 20247 min read44 views

This is the 6th article in my Retrieval-Augmented Generation (RAG) series. In previous articles, we explored what RAG is and how to create a vector...

6. Understanding Retrievers in detail -LangChain Retriever Methods