From Prompts to RAG to RAGAs: Evaluating Retrieval-Augmented Generation Systems the Right Way
Author(s): Edgar Bermudez Originally published on Towards AI. From Prompts to RAG to RAGAs: Evaluating Retrieval-Augmented Generation Systems the Right Way Most RAG demos look impressive. But ask them the wrong question and they hallucinate, miss relevant docs, or contradict their own …
The Reverse Turing Test: Can Humans Still Surprise AI?
Author(s): Alex M. Pawlowski Originally published on Towards AI. The Reverse Turing Test: Can Humans Still Surprise AI? If algorithms predict our preferences before we do, can human creativity still catch AI off guard? Image courtesy own creation via Alex PawlowskiThe article …
MCP vs. API: Understanding the Differences and Use Cases
Author(s): Poojan Vig Originally published on Towards AI. Imagine you’re developing a conversational financial advisor that needs to remember your clients’ previous questions to offer truly personalized guidance. Should you use the familiar API approach we all know and love, or the …
From Prompts to RAG to RAGAs: Evaluating Retrieval-Augmented Generation Systems the Right Way
Author(s): Edgar Bermudez Originally published on Towards AI. From Prompts to RAG to RAGAs: Evaluating Retrieval-Augmented Generation Systems the Right Way Most RAG demos look impressive. But ask them the wrong question and they hallucinate, miss relevant docs, or contradict their own …
From A to B: Algorithms That Power Google Maps Navigation
Author(s): Atharva Deshmukh Originally published on Towards AI. Imagine planning a trip across town or to a completely different city. You open Google Maps, type in your destination, and within seconds, it shows you the quickest route — complete with estimated arrival …
The World’s First Computer Algorithm
Author(s): Bhavesh Agone Originally published on Towards AI. In a world where no computers yet existed, Ada Lovelace wrote the world’s first algorithm. The First Glimpse of Programming & Complexity in the 1800s The Analytical Engine weaves algebraic patterns just as the …
Convex Functions and SVMs
Author(s): Kim Hyun Bin Originally published on Towards AI. This is the first part to a two part series to an introduction to convex functions, their optimizations and how it all ends up in the explanation of Support Vector Machines. You might …
Have… You Met the Vision Transformer?
Author(s): Kim Hyun Bin Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Technology never stops evolving. I believe Vision Transformers are the prime example of this idea. 4 years after the Transformer architecture …
Agents Are Coming Back From The Dead
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. They stayed buried for 20 years This member-only story is on us. Upgrade to access all of Medium. Image by the author using Ideogram I worked on AI full-time for over 30 years, …
Hit Pause on AI: Time to Refresh the Basics
Author(s): Elangoraj Thiruppandiaraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Artificial Intelligence (AI) has quickly evolved from a buzzword to an important component in almost all industries today. It’s easy to get …
Retrieval-Augmented Generation (RAG): LLMs with Real-Time Knowledge
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Artificial Intelligence (AI) constantly evolves, and Retrieval-Augmented Generation (RAG) is at the forefront of this revolution. By merging the text generation capabilities …
History, AI, and Non-Consumption: Part I, Winter is Coming!
Author(s): Adel Zaalouk Originally published on Towards AI. “One age cannot be completely understood if all the others are not understood. The song of history can only be sung as a whole” — José Ortega y Gasset From: https://twitter.com/CEO_AISOMA/status/1333727609759404040 Thanks for reading …
Insights from a Computer Science Conference: DATE 2024
Author(s): Federico Peccia Originally published on Towards AI. Top highlight In the last week of March, I attended the Design, Automation, and Test in Europe 2024 Conference. This academic conference is focused on techniques and methods for designing better electronic systems. It …
Genetic Algorithm: A Quick Glance
Author(s): Abhijith S Babu Originally published on Towards AI. Science and technology have made rapid progress in the recent past. Humans are always in pursuit of answers to everything, and this led to a lot of innovative breakthroughs, ranging from remedies for …
Network Graph Data Modeling — Solving Tic Tac Toe Without the Minimax Algorithm
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Here is how tic tac toe looks. In order for us to start using any kind of data logic on this, we need to identify the board location first. So, let us figure out …
Popular posts
Updates
Recent Posts
