Search that understands meaning and intent rather than just matching keywords.
Search that understands meaning and intent rather than just matching keywords. Uses embeddings to find results that are conceptually similar to the query, even if they use different words. Searching for 'how to fix a slow computer' would match 'speed up your PC performance.' Powers modern search and RAG systems.
A dense numerical representation of data (words, images, etc.
A database optimized for storing and searching high-dimensional vectors (embeddings).
Retrieval-Augmented Generation.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
Artificial General Intelligence.
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