FuncReAct: ReAct Agent Using OpenAI Function Calling
Part 2— Setting up the base for the ReAct RAG botPrompting techniques. In the previous blog, we got an introduction to prompt engineering and the two basic prompting techniques — zero-shot and few-shot prompting. …
Choosing the Right GPU Strategy for Your AI Project
Explore the practical implications of purchasing versus renting a GPU for your AI endeavors, using real-life scenarios to guide your decision.Photo by Daniel Leżuch on Unsplash Whether you’re a budding startup aiming to change …
How Teachers Tap the Potential of ChatGPT in the Classroom
OpenAI Drops Useful Back-To-School Prompts for EducatorsPhoto by Mimi Thian on Unsplash “Education is the most powerful weapon which you can use to change the world.” — Nelson Mandela ChatGPT has been making waves, …
Enhancing Efficiency: 10 Decorators I Use Daily as a Tech MLE
Introduction: Machine Learning Engineers (MLEs) are the architects of AI, sculpting intelligent systems that can recognize patterns, make predictions, and automate tasks. In this journey, Python is our trusty companion, and Python decorators are our …
Transformer Architectures and the Rise of BERT, GPT, and T5: A Beginner’s Guide
Source: Image by geralt on Pixabay In the vast and ever-evolving realm of artificial intelligence (AI), there are innovations that don’t just make a mark; they redefine the trajectory of the entire domain. Among …
Deep Learning Applied to Physics and Fluids
Numerical simulations have been used for years to understand the behavior of physical systems; how the fluids interact with a structure, how a geometry is deformed under stress, or even the thermal distribution under …
AI will not take your job!
AI as a friend rather than an enemy!! If you are not a Medium member then you can use below friendly link to read the complete story. Friendly Link so that everyone can read …
Creating an Audio Classification Pipeline for Identifying Classical Music Composers
A step-by-step guide for building the audio-based Machine Learning classification model for several top classical composers and making it live through Hugging FacePhoto by Stefany Andrade on Unsplash While figuring out the authorship of …
Entity Recognition with LLM: A Complete Evaluation
Photo by Alexander Grey on Unsplash Thanks to their size, large language models (LLMs) have acquired formidable language processing skills. With little or no examples, they are able to perform language processing operations such …
A Simple Hugging Face Guide to Chatting with the Llama-2 7B Model in a Colab Notebook
It’s easier than you think!Photo by Glib Albovsky on Unsplash If you’re into open-source LLMs, you see Llamas everywhere. At least I do 🙂 So I’ve finally decided to play with Llama 2 by …
FuncReAct: ReAct Agent Using OpenAI Function Calling
The Finale (Part 4) — Completing the ReAct RAG BotPrompting techniques. In the final part of this blog series, we will put all of the components we discussed in the previous blogs — parts …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Part 3— Individual ReAct RAG bot componentsPrompting techniques. In the previous blog, we discussed the Chain-of-Thought prompting technique and saw some of the examples for that. Also, we discussed the inspiration behind the ReAct …
Who Needs Photo Editors?! — Massive Image Manipulation Tutorial in Python
Author(s): Bex T. Originally published on Towards AI. Transform and manipulate images at will with scikit-imageImage by Midjourney We are here on a sad business. Very sad, indeed. We are here to learn how to take beautiful, breathtaking images and turn them …
Reinforcement Learning: Dynamic Programming and Monte Carlo — Part 2
Introducing two simple iterative techniques to solve the Markov Decision ProcessImage by Wil Stewart on Unsplash In the previous article — Part 1 — we have formulated the Markov Decision Process (MDP) as …
FuncReAct: ReAct Agent Using OpenAI Function Calling
Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. Prompting, with respect to LLMs and Generative AI, …
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