nearest-neighbor-search

Here are 375 public repositories matching this topic...

milvus-io / milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

golang distributed nearest-neighbor-search cloud-native image-search vector-similarity faiss anns rag hnsw vector-search vector-database llm embedding-database embedding-store vector-store embedding-similarity diskann

Updated Jul 25, 2025
Go

qdrant / qdrant

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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/

search search-engine machine-learning neural-network nearest-neighbor-search image-search recommender-system search-engines similarity-search ai-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity ai-search-engine

Updated Jul 25, 2025
Rust

pgvector / pgvector

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Open-source vector similarity search for Postgres

nearest-neighbor-search approximate-nearest-neighbor-search

Updated Jul 12, 2025
C

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.

search-engine information-retrieval grpc nearest-neighbor-search semantic-search-engine image-search recommender-system vectors approximate-nearest-neighbor-search semantic-search similarity-search mlops hnsw weaviate vector-search vector-database neural-search < 10000 a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1212218,"originating_url":"https://github.com/topics/nearest-neighbor-search","user_id":null}}" data-hydro-click-hmac="288432e4d49523b2c717b4970cc96184aee9f273ab0185e2a65f1897ae2f6215" title="Topic: vector-search-engine" href="/topics/vector-search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search-engine hybrid-search generative-search

Updated Jul 25, 2025
Go

spotify / annoy

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Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

python golang c-plus-plus lua nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search

Updated Jul 29, 2024
C++

lancedb / lancedb

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Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.

search-engine nearest-neighbor-search image-search recommender-system approximate-nearest-neighbor-search semantic-search similarity-search vector-database

Updated Jul 25, 2025
Python

haifengl / smile

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Statistical Machine Intelligence & Learning Engine

Updated Jul 2, 2025
Java

MariaDB / server

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MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

mysql json sql database storage-engine mariadb nearest-neighbor-search rdbms relational-databases geographical-information-system amazon-web-services fulltext-search galera innodb vector-database

Updated Jul 25, 2025
C++

mlpack / mlpack

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mlpack: a fast, header-only C++ machine learning library

c-plus-plus machine-learning deep-learning regression nearest-neighbor-search scientific-computing machine-learning-library hacktoberfest

Updated Jul 22, 2025
C++

infiniflow / infinity

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The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

search-engine vector nearest-neighbor-search full-text-search approximate-nearest-neighbor-search embedding bm25 information-retrival cpp20 rag hnsw vector-search vector-database hybrid-search cpp20-modules ai-native tensor-database vectordatabase multi-vector

Updated Jul 25, 2025
C++

docarray / docarray

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Represent, send, store and search multimodal data

elasticsearch machine-learning deep-learning protobuf pytorch data-structures nearest-neighbor-search cross-modal multi-modal semantic-search multimodal nested-data weaviate dataclass pydantic fastapi neural-search qdrant docarray

Updated Jun 17, 2025
Python

unum-cloud / usearch

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Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍