Generative AI
What is generative AI?
Generative AI produces content such as text, images, audio or code based on patterns learned during training and the input it receives.
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Generative AI produces content such as text, images, audio or code based on patterns learned during training and the input it receives.
A large language model, or LLM, is a model trained on language-related data at scale to predict or generate sequences of tokens.
Applications need reliable data shapes.
An embedding maps an input to a numeric vector.
Semantic search retrieves content using representations of meaning.
Retrieval-augmented generation supplies selected documents to a model before it answers.
A retrieval system often divides documents into chunks.