Embedding
RetrievalA numeric representation of content that captures semantic meaning for search and comparison.
In practice
Support articles with similar meanings have vectors that sit close together.
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RAG
RetrievalRetrieval-augmented generation: retrieving relevant sources and giving them to a model before it answers.
In practice
A support assistant searches the help center, then writes an answer with citations.