Guide

Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

generate tons of words and responses based on general knowledge, but what happens when we'd like answers requiring accurate and specific knowledge? Solely generative models often struggle to offer answers on domain specific...

LLM-as-a-Judge: A Practical Guide

If features powered by LLMs, you already know the way essential evaluation is. Getting a model to say something is straightforward, but determining whether it’s saying the correct thing is where the actual challenge...

Guide to Understanding, Constructing, and Optimizing API-Calling Agents

The role of Artificial Intelligence in technology firms is rapidly evolving;  AI use cases have evolved from passive information processing to proactive agents able to executing tasks. In keeping with a March 2025 survey...

Stopping AI from Spinning Stories: A Guide to Stopping Hallucinations

AI is revolutionizing the best way nearly every industry operates. It’s making us more efficient, more productive, and – when implemented appropriately – higher at our jobs overall. But as our reliance on this...

Prescriptive Modeling Unpacked: A Complete Guide to Intervention With Bayesian Modeling.

In this text, I'll reveal tips on how to move from simply forecasting outcomes to actively intervening in systems to steer toward desired goals. With hands-on examples in predictive maintenance, I'll show how data-driven...

The Journey from Jupyter to Programmer: A Quick-Start Guide

, myself included, start their coding journey using a Jupyter Notebook. These files have the extension .ipynb, which stands for Interactive Python Notebook. Because the extension name suggests, it has an intuitive and interactive...

Simulating Flood Inundation with Python and Elevation Data: A Beginner’s Guide

have change into more frequent and devastating across the globe, with the results of climate change in recent a long time. On this context, flood modeling has a very important role in risk...

Strategic AI: A Marketer’s Guide to Constructing a Winning Roadmap

Artificial intelligence (AI) has develop into a cornerstone of recent marketing strategies, offering unprecedented opportunities for personalization, efficiency, and innovation. Nevertheless, the journey to effective AI adoption will be fraught with challenges, often stemming...

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