Definition
Numerical representations of text that capture semantic meaning for AI processing.
In Depth
Embeddings convert words, sentences, or documents into high-dimensional vectors that AI models can process. Similar concepts have vectors close together in this space.
Example Usage
Using embeddings to build semantic search for your knowledge base or find similar customer inquiries.
Business Context
Embeddings power intelligent search, recommendation systems, and content similarity detection in business applications.
Related Terms
Computer Vision
AI systems that can interpret and understand visual information from images and video.
Hallucination
When AI models generate false or nonsensical information that appears plausible.
Inference
The process of using a trained AI model to make predictions or generate outputs on new data — the 'p...
Large Language Model
An AI model trained on vast amounts of text data capable of understanding and generating human-like ...
Multimodal AI
AI systems that can process and generate multiple types of data — text, images, audio, video — in a ...
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