Glossary

Embeddings

Numerical representations of content used for semantic similarity.

Definition

What this term means

Numerical representations of content used for semantic similarity.

The business impact

Clean embeddings improve retrieval accuracy in AI systems and RAG pipelines.

How you might use this term

“We shape content structure so embeddings capture the right context.”

Explore connected concepts

Vector Index

A database that stores embeddings for semantic retrieval.

RAG

A system that retrieves sources before an AI model writes a response.

Semantic Search

Search that understands meaning and intent rather than just matching keywords.

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