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Step-by-Step Guide to Build and Deploy an LLM-Powered Chat with Memory in Streamlit

Step-by-Step Guide to Build and Deploy an LLM-Powered Chat with Memory in Streamlit

by Dr. Owns | May 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In this post, I’ll show you step by step how to build and deploy a chat powered with LLM — Gemini — in Streamlit and monitor the API usage on Google Cloud Console. Streamlit is a Python framework that makes it super easy to turn your Python scripts into interactive...
Practical Eigenvectors

Practical Eigenvectors

by Dr. Owns | May 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Motivation Eigenvectors are a central concept of linear algebra with a wide range of exciting applications. However, they may be non-intuitive and intimidating, and linear algebra defines these concepts in very rigorous and generic terms spanning hundreds of pages....
How AI Is Rewriting the Day-to-Day of Data Scientists

How AI Is Rewriting the Day-to-Day of Data Scientists

by Dr. Owns | May 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In my past articles, I have explored and compared many AI tools, for example, Google’s Data Science Agent, ChatGPT vs. Claude vs. Gemini for Data Science, DeepSeek V3, etc. However, this is only a small subset of all the AI tools available for Data Science. Just to...
How Would I Learn to Code with ChatGPT if I Had to Start Again

How Would I Learn to Code with ChatGPT if I Had to Start Again

by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Coding has been a part of my life since I was 10. From modifying HTML & CSS for my Friendster profile during the simple internet days to exploring SQL injections for the thrill, building a three-legged robot for fun, and lately diving into Python coding, my coding...
Modern GUI Applications for Computer Vision in Python

Modern GUI Applications for Computer Vision in Python

by Dr. Owns | Apr 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction I’m a huge fan of interactive visualizations. As a computer vision engineer, I deal almost daily with image processing related tasks and more often than not I am iterating on a problem where I need visual feedback to make decisions. Let’s think of a very...
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