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
- Dynamic
Index - Dynamic index that supports multiple embedding versions
- Embedding
Transform - Embedding transformation for migrating between versions
- Model
Version - Version of an embedding model
- Online
Updater - Online updater for incremental fine-tuning
- Online
Updater Stats - Statistics for online updater
- Version
Stats - Statistics for a specific version