Part 6/12:
Consolidating these into a unified system enables faster, more relevant results and a smoother user experience.
Challenges in Implementing Hybrid Search
Diverse Indexing Technologies
Each search type requires different indexing mechanisms:
Secondary Indexes handle exact and range searches.
Inverted Indexes manage text search, supporting fuzzy and boosting capabilities.
Vector Indexes rely on partitions and nearest-neighbor algorithms.
Integrating these within a single system demands advanced technology capable of managing heterogeneous indexes efficiently.