# dynamic-data

> Browse 2 items tagged with dynamic-data.

## Items

- [Online Product Quantization (O-PQ)](https://vectordb.ever.works/it/items/online-product-quantization-o-pq) — Online Product Quantization (O-PQ) is a variant of product quantization designed to support dynamic or streaming data. It enables adaptive updating of quantization codebooks and codes in real-time, making it suitable for vector databases that handle evolving datasets.
- [Zeng, Xianzhi, et al. "CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion."](https://vectordb.ever.works/it/items/zeng-xianzhi-et-al-candy-a-benchmark-for-continuous-approximate-nearest-neighbor-search-with-dynamic-data-ingestion) — A 2024 paper introducing CANDY, a benchmark for continuous ANN search with a focus on dynamic data ingestion, crucial for next-generation vector databases.

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