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A numerical representation of text, images, or other data as a vector in high-dimensional space. Similar items have vectors that are close together, enabling semantic similarity comparisons.
Converting the text "How to grow on Instagram" into a 1536-dimensional vector using OpenAI's text-embedding-ada-002 model for similarity search.
Embeddings are the foundation of semantic search, recommendation systems, and RAG - enabling AI to understand meaning, not just keywords.
A specialized database designed to store, index, and search high-dimensional vectors (numerical repr...
An AI framework that retrieves relevant data from external knowledge sources (like databases or docu...
A type of artificial intelligence model trained on vast amounts of text data that can understand, ge...
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