Beyond Prompting: How Voice Will Define the Future of AI
Author(s): Yaksh Birla Originally published on Towards AI. Photo by Ivan Bandura on Unsplash This member-only story is on us. Upgrade to access all of Medium. Remember when we thought the pinnacle of AI interaction was crafting the perfect text prompt? Well, …
GraphRAG Analysis, Part 2: Graph Creation and Retrieval vs Vector Database Retrieval
Author(s): Jonathan Bennion Originally published on Towards AI. Surprising similarities in most metrics, after Microsoft’s GraphRAG paper found questionable metrics with vaguely defined lift — the ROI of knowledge graphs may not always justify the hype. TLDR: GraphRAG enhances faithfulness over vector-based …
TAI #113; Sakana’s AI Scientist — Are LLM Agents Ready To Assist AI Research?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, xAI joined the growing crowd of broadly GPT-4 class models, which now includes models from OpenAI, Anthropic, Deepmind, xAI, Meta, Mistral, and …
Face Detection in Python using YOLO: A Practical Guide
Author(s): Davide Nardini Originally published on Towards AI. Impressive Face Detection in just one Python line of code using YOLO and Ultralytics. This member-only story is on us. Upgrade to access all of Medium. This tutorial introduces you to YOLO, one of …
#36 A Framework for Building Scalable AI Products, Best AI Tools for Marketers, ML Library, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we have curated an interesting mix of resources around using AI for businesses, building AI products, and understanding AI models, along with exciting collaboration opportunities. What’s …
TAI 112; Agent Capabilities Advancing; METR Eval and Inference Compute Scaling
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week saw fewer major announcements in AI, but there were still some notable developments. New open-source models were released, including Qwen 2 Math …
Taylor Series in AI.
Author(s): Surya Maddula Originally published on Towards AI. P.S. Read thru this article a bit slowly, word by word; you’ll thank me later 😉 — — — — Let’s see what the Taylor Series is and how it relates to its applications …
The Best Practices of RAG
Author(s): Florian June Originally published on Towards AI. Typical RAG Process, Best Practices for Each Module, and Comprehensive Evaluation The process of RAG is complex, with numerous components. How can we determine the existing RAG methods and their optimal combinations to identify …
Building a Productized AI Chatbot for Credit Card Business
Author(s): Shenggang Li Originally published on Towards AI. Streamlined Integration of Mixed Tech in AI ChatbotPhoto by Chris Appano on Unsplash Imagine you’re a customer with an urgent question about your credit card. You call customer support, but the wait time is …
Can Mixture of Experts (MoE) Models Push GenAI to the Next Level?
Author(s): Nick Minaie, PhD Originally published on Towards AI. Can Mixture of Experts (MoE) Models Push GenAI to the Next Level? Having worked in the AI/ML field for many years, I vividly recall the early days of GenAI when creating even simple …
#35 Advanced prompting techniques are a myth…it’s all about good communication!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, don’t skip to your favorite sections (we know you guys do that); we have some fun bonuses for you, especially if you are in the ‘learning …
Google’s Gemma2-2B, A Compression Marvel
Author(s): Ignacio de Gregorio Originally published on Towards AI. How to Build a Small TitanSource: Generated by author using GPT-4o Google has reached a new milestone in AI by training a 2 billion parameter model, absolutely minute in today’s terms, that surpasses …
TensorFlow vs. PyTorch: What’s Better for a Deep Learning Project?
Author(s): Eashan Mahajan Originally published on Towards AI. Photo by Marius Masalar on Unsplash Deep learning. A subset of machine learning utilizing multilayered neural networks, otherwise known as deep neural networks. Allowing society to simulate the decision-making prowess the human brain possesses, …
Beyond LLMs: Compounds Systems, Agents, and Whole AI Products
Author(s): Adel Zaalouk Originally published on Towards AI. A Framework for Building Great AI Products Introduction The other day, I found myself reflecting on a classic concept that I was taught in business school, Maslow’s hierarchy of needs, a simple but powerful …
Why Polars Destroy Pandas in All Possible Ways for Data Scientists?
Author(s): Lazar Gugleta Originally published on Towards AI. One of the first Data Science libraries, Pandas, has been improving the lives of many developers across the globe, but Polars shows it is time to move on. Pandas needs no introduction, but this …
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