Definitions
Un espacio incrustante es un espacio vectorial latente donde elementos como palabras, documentos, imágenes, usuarios o productos están representados como coordenadas numéricas. Los artículos con significados o características relacionados se colocan cerca uno del otro, lo que permite a los modelos comparar la similitud, recuperar vecinos, conceptos de racimo, y realizar operaciones como la interpolación o adición de vectores.
An embedding space is a latent vector space where items such as words, documents, images, users, or products are represented as numerical coordinates. Items with related meanings or features are positioned near one another, which lets models compare similarity, retrieve neighbors, cluster concepts, and perform operations such as interpolation or vector addition.
“A search system can embed both a question and an article into the same embedding space, then retrieve the article whose vector is closest to the question.”