Back to Glossary
ai-literacyintermediateunit-5
Embedding
Definition
A numerical representation of content that captures its meaning.
In Plain English
An embedding is like GPS coordinates for meaning—it places content in a space where similar things are nearby.
Real-World Example
Product embeddings let you show "similar items" based on description and features, not just categories.
Why It Matters for Your Work
Embeddings enable semantic search, recommendations, and AI understanding of your content.
Common Mistake
Ignoring embedding quality. Poor embeddings produce poor semantic search results.
Related Terms
View AI
AI
Artificial Intelligence—software that can make predictions, generate content, or assist with decisions.
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.