nearest-neighbor-search
There are 346 repositories under nearest-neighbor-search topic.
milvus-io/milvus
A cloud-native vector database, storage for next generation AI applications
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
spotify/annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
pgvector/pgvector
Open-source vector similarity search for Postgres
weaviate/weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
haifengl/smile
Statistical Machine Intelligence & Learning Engine
mlpack/mlpack
mlpack: a fast, header-only C++ machine learning library
lancedb/lancedb
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
docarray/docarray
Represent, send, store and search multimodal data
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text
unum-cloud/usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
tensorchord/pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
willard-yuan/awesome-cbir-papers
📝Awesome and classical image retrieval papers
vdaas/vald
Vald. A Highly Scalable Distributed Vector Search Engine
currentslab/awesome-vector-search
Collections of vector search related libraries, service and research papers
spotify/voyager
🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
yahoojapan/NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
FALCONN-LIB/FALCONN
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
AddictedCS/soundfingerprinting
Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.
lmcinnes/pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
tantaraio/voy
🕸️🦀 A WASM vector similarity search written in Rust
lanterndata/lantern
PostgreSQL vector database extension for building AI applications
qdrant/quaterion
Blazing fast framework for fine-tuning similarity learning models
matsui528/faiss_tips
Some useful tips for faiss
ankane/neighbor
Nearest neighbor search for Rails
kakao/n2
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
yahoo/lopq
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Aquila-Network/aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
alexklibisz/elastiknn
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
matsui528/nanopq
Pure python implementation of product quantization for nearest neighbor search
kyamagu/faiss-wheels
Unofficial faiss wheel builder
LinkedInAttic/scanns
A scalable nearest neighbor search library in Apache Spark
vioshyvo/mrpt
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
mrhooray/kdtree-rs
K-dimensional tree in Rust for fast geospatial indexing and lookup
dangkhoasdc/awesome-vector-database
A curated list of awesome works related to high dimensional structure/vector search & database