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. βOne age cannot be completely understood if all the others are not understood. The song of history can only be sung as a wholeβ β JosΓ© 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 β 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 …
Use Pinecone Vector DB For Querying Custom Documents
Author(s): Skanda Vivek Originally published on Towards AI. A tutorial on how to use a vector DB like Pinecone for querying custom docs for retrieval augmented generationPrototype Vector DB Architecture For Querying Documents U+007C Skanda Vivek Vector DBs are all the rage …
A Swift Introduction to Deep Learning with PyTorch and TensorFlow
Author(s): GΓΌnter RΓΆhrich Originally published on Towards AI. Stepping through theory, background, and code examples Neural networks have gained incredible attention over the last decade (despite being around for much longer), and seem to have made incredible progress in the eyes of …
Like Principal Components Analysis? New Paper Reports It Can Produce βPhantom Oscillationβ Artifacts
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. Principal Component Analysis (PCA), a widely used statistical method for simplifying complex datasets, has been found to produce βphantom oscillationsβ β patterns that appear in the data although they donβt exist in …
Data Doc: How GPT-4 Aced My First-Year Python Coding Assignment
Author(s): John Loewen, PhD Originally published on Towards AI. A re-design in Comp Sci curriculum and evaluation is requiredDall-E 2: impressionist style of an upward trending line chart β like student grades with GPT-4 GPT-4, in one fell swoop, has completely changed …
The One Thing You Need To Truly Understand Neural Networks is to Understand β¦
Author(s): Nandini Tengli Originally published on Towards AI. Neural Networks can learn almost anything. From learning to differentiate between Dogs and Cats to learning to be THE go-to chatbot for 100s of millions of people. Neural Networks seem like magic. What if …
Cracking the Code of Context: Word Vectorization Techniques in NLP
Author(s): Abhijith S Babu Originally published on Towards AI. You moved to a new town far from your country, where you happened to bump into someone in a coffee shop. A young woman around your age and instantly, you both were engaged …
Real World Temporal Anomaly Detection through Supervised Machine Learning and Set Theory
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explore Open Data from the City of Seattle Table Of Contents: I. The Problem Statement II. Remodeling time series into a supervised …
Information & Entropy
Author(s): Sushil Khadka Originally published on Towards AI. What, Why, and How explained Photo by Raimond Klavins on Unsplash Use βentropyβ and you can never lose a debate, von Neumann told Shannon because no one really knows what βentropyβ is. β William …
Forget About ChatGPT
Author(s): MichaΕ Oleszak Originally published on Towards AI. Bard, Sparrow, and multimodal chatbots will render it obsolete soon, and here is why. This member-only story is on us. Upgrade to access all of Medium. ChatGPT, the OpenAI chatbot released last autumn, has …
Solving the 5-Queens Problem Using Genetic Algorithm
Author(s): Arman Assankhanov Computer Science What is the N-QueenΒ problem? First of all N-Queen problem is the problem where we need to find an arrangement of N queens on the chessboard, such that no queen can attack any other queens on the board. …
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