Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain
, I walked you through setting up a very simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your ...
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Rethinking Data Science Interviews in the Age of AI
AI is rewriting the day-to-day of data scientists. , data scientists must learn how to improve productivity and unlock new ...
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Fairness Pruning: Precision Surgery to Reduce Bias in LLMs
a new model optimization method can be challenging, but the goal of this article is crystal clear: to showcase a ...
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Software Engineering in the LLM Era
engineering space, debates about whether using LLMs in coding is a good or a bad idea are raging. On the ...
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How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1
can’t think of a more important dataset. Just today, I saw a headline like this: ‘Heat Waves Are Getting More ...
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Prescriptive Modeling Makes Causal Bets – Whether You Know it or Not!
modeling is the pinnacle of analytics value. It doesn’t focus on what happened, or even what will happen – it ...
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AI Agent with Multi-Session Memory
Intro In Computer Science, just like in human cognition, there are different levels of memory: Primary Memory (like RAM) is ...
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A Developer’s Guide to Building Scalable AI: Workflows vs Agents
I had just started experimenting with CrewAI and LangGraph, and it felt like I’d unlocked a whole new dimension of ...
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What PyTorch Really Means by a Leaf Tensor and Its Grad
isn’t yet another explanation of the chain rule. It’s a tour through the bizarre side of autograd — where gradients ...
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Grad-CAM from Scratch with PyTorch Hooks
car stops suddenly. Worryingly, there is no stop sign in sight. The engineers can only make guesses as to why ...
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