Module dynamic

Module dynamic 

Source
Expand description

Dynamic embedding updates for evolving embedding spaces

This module provides mechanisms for:

  • Online embedding updates
  • Version migration
  • Incremental fine-tuning
  • Embedding space evolution tracking

Structsยง

DynamicIndex
Dynamic index that supports multiple embedding versions
EmbeddingTransform
Embedding transformation for migrating between versions
ModelVersion
Version of an embedding model
OnlineUpdater
Online updater for incremental fine-tuning
OnlineUpdaterStats
Statistics for online updater
VersionStats
Statistics for a specific version