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Nearest Neighbor Search

8 projects

Showing 8 of 8 projects

Milvus
MilvusGo

A high-performance, cloud-native vector database built for scalable approximate nearest neighbor (ANN) search.

#semantic-search#high-availability#embedding-store
Stars43.9k
Forks4.0k
Last commit1 day ago
FAISS
FAISSC++

A library for efficient similarity search and clustering of dense vectors, scaling to billions of vectors on a single server.

#ai#high-performance-computing#gpu-acceleration
Stars39.8k
Forks4.3k
Last commit1 day ago
Qdrant
QdrantRust

A high-performance vector database and search engine written in Rust, designed for AI applications with filtering and payload support.

#knn-algorithm#semantic-search#recommender-system
Stars30.6k
Forks2.2k
Last commit2 days ago
lancedb
lancedbHTML

An open-source embedded retrieval library for multimodal AI, offering fast vector search, SQL, and full-text search.

#semantic-search#open-source#approximate-nearest-neighbor-search
Stars10.0k
Forks857
Last commit3 days ago
Smile
SmileJava

A fast and comprehensive machine learning framework for Java, Scala, and Kotlin with state-of-the-art algorithms and data visualization.

#deep-learning#interpolation#classification
Stars6.4k
Forks1.1k
Last commit1 day ago
mlpack
mlpackC++

A fast, header-only C++ machine learning library with bindings for Python, R, Julia, and Go.

#hacktoberfest#scientific-computing#machine-learning-library
Stars5.6k
Forks1.7k
Last commit9 days ago
Infinity
InfinityC++

An AI-native database built for LLM applications, offering incredibly fast hybrid search across vectors, tensors, and full-text.

#embedding#embedding-search#python-api
Stars4.5k
Forks414
Last commit6 days ago
flann
flannC++

A C++ library for fast approximate nearest neighbor searches in high-dimensional spaces with automatic algorithm selection.

#search-algorithms#approximate-algorithms#data-structures
Stars2.4k
Forks665
Last commit1 year ago

Related Tags

#Vector Search5#Vector Database4#C Plus Plus4#Similarity Search4#Machine Learning4#Semantic Search3#Image Search3#Search Engine3
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