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Semantic Retrieval

Definition

Searching by meaning rather than exact keyword matches.

In Plain English

Semantic retrieval is like asking a librarian for books about an idea even if you do not know the exact title.

Real-World Example

An AI support tool may use semantic retrieval to find relevant policy documents.

Why It Matters for Your Work

It can improve AI answers, but only if the source content is accurate and well organized.

Common Mistake

Assuming semantic search guarantees the right source will be found.

Related Terms

View RAG
RAG

Retrieval-Augmented Generation—giving AI access to external information to improve accuracy.

View Vector Database
Vector Database

A database designed to store and search AI-friendly representations of content.

View Embedding
Embedding

A numerical representation of content that captures its meaning.

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