AI
The Dimensionality of Vector Space is the key to todays AI Technologies, especially, Semantic Search, RAG, and similar concepts. Using Mathematical Concepts that have been around for a very long time, and applying them to Compute, in smart, Intelligent ways.
Created: 5/28/2024 6:15:13 PM
Exploring how knowledge is represented in a vector space, a mathematical construct that allows for efficient processing and manipulation of information by using vectors to capture the essence of concepts, ideas, or objects, with various types of vectors (word, document, concept, entity) and operations (addition, scalar multiplication, inner product) enabling the storage, retrieval, and manipulation of knowledge.
Created: 5/28/2024 7:16:30 PM
The perceptron is a type of artificial neural network invented by Frank Rosenblatt in 1958. Designed to model the human neuron, it serves as a fundamental building block in the field of machine learning. The perceptron algorithm takes a set of input values, applies a set of weights, sums them up, and passes this sum through an activation function to produce an output.
Created: 11/14/2024 5:13:22 PM