# incremental

> Browse 3 items tagged with incremental.

## Items

- [Pixeltable](https://vectordb.ever.works/items/pixeltable) — Pixeltable is an open-source database featuring automatic incremental embedding indexing for efficient vector search. It supports Apache License 2.0 and is designed for handling embeddings in AI applications.
- [ruvector-sparsifier](https://vectordb.ever.works/items/ruvector-sparsifier) — Incremental graph sparsifier that compresses large graphs into a 'shadow graph' preserving key properties like connectivity, cuts, and flow. Uses random walks for importance scoring, spectral sampling, union-find backbone, and periodic auditing to maintain accuracy without full rebuilds.
- [LIRE Protocol](https://vectordb.ever.works/items/lire-protocol) — Lightweight incremental rebalancing protocol used in SPFresh for billion-scale vector updates with only 1% DRAM and <10% cores compared to global rebuild approaches.

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_Canonical page: https://vectordb.ever.works/tags/incremental_