Dear IT Departments, Please Stop Trying To Build Your Own RAG
Author(s): Alden Do Rosario Originally published on Towards AI. Look: You would never ever in a million years build your own CRM system or custom CMS — or in most cases, your own LLM. Would you? And yet, everywhere I look, I …
Building an Interactive Chatbot For Pre-Existing Questions with LLM Integration to Chat with multiple CSV Files
Author(s): Ganesh Bajaj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Streamlit UI-Image Illustrated by Author There are multiple types of Chatbots: Rule Based ChatbotRAG Based ChatbotHybrid Chatbot This article covers how to …
Why Do Neural Networks Hallucinate (And What Are Experts Doing About It)?
Author(s): Vitaly Kukharenko Originally published on Towards AI. AI hallucinations are a strange and sometimes worrying phenomenon. They happen when an AI, like ChatGPT, generates responses that sound real but are actually wrong or misleading. This issue is especially common in large …
AI Agents
Author(s): Heidar (Amir) Pirzadeh Originally published on Towards AI. Today, AI agents are at the forefront of innovation across major companies. Imagine you’ve been tasked with transforming an existing SaaS business to be powered by AI agents. Don’t worry — I’m here …
Exploring DNA Classification with Next-Generation Sequencing (NGS) and Machine Learning
Author(s): Souradip Pal Originally published on Towards AI. Unlocking insights into DNA sequences using machine learning and bioinformatics techniques. This member-only story is on us. Upgrade to access all of Medium. DNA is often described as the blueprint of life, encoding the …
From Ashes to Algorithms: How GOES Satellites and Python Can Protect Wildlife and Communities
Author(s): Ruiz Rivera Originally published on Towards AI. Photo by BBC News Introduction Imagine what it must be like to be a creature on a hot, dry summer day living in a remote forest within a dense mountainous region you’ve called home …
When AI Outsmarts Us
Author(s): Vita Haas Originally published on Towards AI. “Are you a robot?” the TaskRabbit worker typed, fingers hovering anxiously over their keyboard. The AI paused for exactly 2.3 seconds before crafting its response: “No, I have a visual impairment that makes it …
The Rise of Robotics
Author(s): Vita Haas Originally published on Towards AI. Transforming Everyday Life and Industry From autonomous vacuum cleaners gliding across our living rooms to robotic surgical instruments performing procedures with microscopic precision, robotics has seamlessly integrated itself into the modern life. No longer …
The Rise of Robotics
Author(s): Vita Haas Originally published on Towards AI. Transforming Everyday Life and Industry From autonomous vacuum cleaners gliding across our living rooms to robotic surgical instruments performing procedures with microscopic precision, robotics has seamlessly integrated itself into the modern life. No longer …
Can a LLM beat you At Chess?
Author(s): Arthur Lagacherie Originally published on Towards AI. We can use Outlines to answer this question. Recently, I discovered a Python package called Outlines, which provides a versatile way to leverage Large Language Models (LLMs) for tasks like: Classification Named Entity Extraction …
Unlocking The Secrets: Exploring Generative vs. Discriminative Models in Machine Learning
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. https://deepai.org/machine-learning-model/cute-creature-generator (a cat teacher draws a line in a blackboard) In Machine Learning, two models stand out: generative and discriminative models. They are used for distinct goals and they approach problems from unique …
Faster Knowledge Distillation Using Uncertainty-Aware Mixup
Author(s): Tata Ganesh Originally published on Towards AI. Photo by Jaredd Craig on Unsplash In this article, we will review the paper titled “Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup” [1], which aims to reduce the computational cost associated with distilling the knowledge …
The Principles of Production AI
Author(s): Charly Poly Originally published on Towards AI. One main observation can be made as we approach the end of 2024: AI Engineering is maturing, looking for a safer, more accurate, and reliable way to put RAGs and Agents into user’s hands. …
The Great AI Balancing Act:
Author(s): Vita Haas Originally published on Towards AI. The artificial intelligence landscape is reaching a critical inflection point. As we venture deeper, a fascinating paradox emerges: while AI capabilities surge forward at breakneck speed, our regulatory frameworks struggle to keep pace. Recent …
Can AI Understand Our Minds?
Author(s): Vita Haas Originally published on Towards AI. Image by Me and AI, My Partner in Crime When it comes to artificial intelligence (AI), opinions run the gamut. Some see AI as a miraculous tool that could revolutionize every aspect of our …
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