Agents

Latent Space

1 min read

Definition

The internal representation space where models encode meaning, enabling operations like similarity search.

Latent space is where embeddings live—a high-dimensional space where semantic relationships are captured geometrically.

Properties

  • Similar meanings are close
  • Directions can encode concepts
  • Enables vector arithmetic
  • Basis for retrieval

Applications

  • Semantic search
  • Clustering
  • Anomaly detection
  • Visualization
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