# parallel

> Browse 3 items tagged with parallel.

## Items

- [SmallPond](https://vectordb.ever.works/items/smallpond) — A distributed data processing framework for vector data operations, providing lightweight parallel processing capabilities for embedding pipelines and data preparation workflows.
- [PECANN](https://vectordb.ever.works/items/pecann) — Parallel Efficient Clustering with graph-based Approximate Nearest Neighbor search, providing efficient clustering algorithms optimized for high-dimensional vector spaces.
- [ParlayANN](https://vectordb.ever.works/items/parlayann) — ParlayANN is a scalable and deterministic parallel graph-based approximate nearest neighbor (ANN) search library. It provides parallel algorithms and implementations for high-dimensional vector similarity search, suitable as a core search component in large-scale vector database and retrieval systems.

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