GitHub

Lightweight Nearest Neighbors with Flexible Backends

Vicinity is a light-weight, low-dependency vector store. It provides a simple and intuitive interface for nearest neighbor search, with support for different backends and evaluation. There are many ...
IEEE

Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data

Abstract: In the era of cloud computing and AI, data owners outsource ubiquitous vectors to the cloud, which furnish approx-imate k-nearest neighbors (k-ANNS) services to users. To protect data ...
IEEE

Efficient Approximate Nearest Neighbor Search via Data-Adaptive Parameter Adjustment in Hierarchical Navigable Small Graphs

Abstract: Hierarchical Navigable Small World (HNSW) graphs are a state-of-the-art solution for approximate nearest neighbor search, widely applied in areas like recommendation systems, computer vision ...
GitHub

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

Because chromem-go is embeddable it enables you to add retrieval augmented generation (RAG) and similar embeddings-based features into your Go app without having to run a separate database. Like when ...