The Rise Of Reasoner Models: Scaling Test-Time Compute
Author(s): Roger Oriol Originally published on Towards AI. Le Penseur (1904) in the Musée Rodin in Paris. Picture by CrisNYCa — Wikipedia. Introduction A new kind of LLM has recently been popping out everywhere: Reasoner models. Kickstarted by OpenAI’s o1 and o3, …
This LLM-Based Recommendation System is Insane
Author(s): Ashu Jain Originally published on Towards AI. What Makes Walmart’s TMF Breakthrough a Must-Know Innovation This member-only story is on us. Upgrade to access all of Medium. Source: Lexica Art Triple Modality Fusion (TMF) is a state-of-the-art technology that fuses visual, …
Hierarchical-Graph RAG for Medical Research
Author(s): Michael Shapiro MD MSc Originally published on Towards AI. Leveraging hierarchical graph structures for effective retrieval This member-only story is on us. Upgrade to access all of Medium. In a previous article, I demonstrated how a basic Retrieval-Augmented Generation (RAG) model …
A Beginner’s Guide to CUDA Programming
Author(s): Aditya Kumar Manethia Originally published on Towards AI. Photo by Catherine Heath on Unsplash Introduction In this blog, we’ll explore the basics of CUDA programming, understand how GPUs differ from CPUs, and learn how CUDA enables us to unlock the full …
Building Graph RAG for structured and unstructured data.
Author(s): Sreeram A S K Originally published on Towards AI. RAG architecture is, by far, the most adapted and sophisticated solution for missing contextualisation of LLM’s. With no overhead of fine tuning, to a huge extent problems concerning the usage of LLM’s …
Should You Be Using Agentic AI?
Author(s): Marc Matterson Originally published on Towards AI. Move over RAG, a new AI trend is about to take 2025 by storm. This member-only story is on us. Upgrade to access all of Medium. Image artificially generated using Grok 2. Since the …
What’s in the data?
Author(s): Trupti Bavalatti Originally published on Towards AI. Text-to-image (T2I) generative AI models have revolutionized content creation by transforming text into photorealistic and imaginative images. While their widespread adoption spans across industries, these models struggle to align outputs with ethical and societal …
Build your own personalized Fitness RAG Agent using Python!
Author(s): Krishan Walia Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Not a member?Feel free to access the full article here. Whether you are a developer or an athlete, fitness has always been …
Graph Neural Networks: Unlocking the Power of Relationships in Predictions
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Exploring the Concepts, Types, and Real-World Applications of GNNs in Feature Selection, Economic Forecasting, and Stock Prediction Photo by Thom Milkovic on …
Machines that Learn: The Neural Model
Author(s): Armin Jazi | Scientist Engineer Artist Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The Neural Model closely mirrors the structure of biological neural systems. Just as biological neurons connect through axons …
How to Build Your First Data Engineering Project Step by Step?
Author(s): Nishtha Nagar Originally published on Towards AI. How to Build Your First Data Engineering Project Step by Step? “Data engineering is the bridge that connects broad business goals with detailed technical implementation.” — Michael Hausenblas. Did you know that by 2026, …
Implementing a Large Concept Model with Pytorch
Author(s): Arthur Lagacherie Originally published on Towards AI. Implement step by step the recent Meta’s model: Large Concept Model A few days ago, a research paper titled “Language Modeling in a Sentence Representation Space”. They introduced a new type of model, the …
Model Distillation: The Key to Efficient AI Deployment
Author(s): Kshitij Darwhekar Originally published on Towards AI. Shrink Your AI, Not Its Power: The Case for Distilled Models. This member-only story is on us. Upgrade to access all of Medium. LLM Distillation Don’t have a paid Medium membership (yet)? You can …
From Words to Vectors: Exploring Text Embeddings
Author(s): Shivam Dattatray Shinde Originally published on Towards AI. This article will guide you through the various techniques for transforming text into formats that machines can understand. We’ll cover everything from basic encoding methods to more complex approaches like embeddings. Photo by …
Sturdy GPT-4 Guardrails: Better Prompting For Python Code Results
Author(s): John Loewen, PhD Originally published on Towards AI. Minimizing frustration and inaccuracy in your data viz results This member-only story is on us. Upgrade to access all of Medium. As a Computer Science professor I have been using GPT-4 for well …
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