The service can run a query either with an approximate nearest neighbor (ANN) algorithm for speed or with an exhaustive exact search for precision-critical applications.
Approximate or Exact Search Modes
CCC.Vector.CP12
Related Threats
| ID | Title | Description |
|---|---|---|
| CCC.Vector.TH06 | Search Results are Manipulated via Approximate Search Error | Approximate nearest neighbor algorithms trade recall for speed and return results that vary with index structure and tuning parameters. Vectors may be positioned so that they are omitted from, or injected into, the approximate result set while an exact search would rank them differently, allowing records to evade similarity-based detection or to bias generated responses. Integrity of search results is compromised. |