vector-search

Here are 47 public repositories matching this topic...

milvus-io / milvus

Vector database for scalable similarity search and AI applications.

database ai vector nearest-neighbor-search cloud-native image-search approximate-nearest-neighbor-search hacktoberfest embedding similarity-search video-search faiss anns hnsw vector-search milvus vector-database embeddings-similarity

Updated Aug 28, 2022
Go

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving

Updated Aug 25, 2022
C++

vespa-engine / vespa

Star

The open big data serving engine. https://vespa.ai

java search-engine machine-learning big-data ai server cpp tensorflow vespa serving serving-recommendation vector-search

Updated Aug 28, 2022
Java

semi-technologies / weaviate

Star

Weaviate is a cloud-native, modular, real-time vector search engine

Updated Aug 28, 2022
Go

neuml / txtai

Star

💡 Build AI-powered semantic search applications

Updated Aug 26, 2022
Python

qdrant / qdrant

Sponsor

Star

Qdrant - Vector Search Engine for the next generation of AI applications

search-engine neural-network matching nearest-neighbor-search image-search recommender-system vectors approximate-nearest-neighbor-search search-engines similarity-search knn-algorithm mlops hnsw vector-search neural-search vector-search-engine embeddings-similarity

Updated Aug 28, 2022
Rust

hora-search / hora

Star

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

rust search-engine machine-learning algorithm neural-network high-performance numeric artificial-intelligence simd data-structures image-search recommender-system approximate-nearest-neighbor-search similarity-search rust-sci k-nearest-neighbors hnsw vector-search

Updated Oct 23, 2021
Rust

vearch / vearch

Star

A distributed system for embedding-based vector retrieval

distributed-systems machine-learning deep-learning cloud-native knn-search image-search vectors visual-search video-search face-recoginition audio-search vector-search real-time-index

Updated Jul 22, 2022
Go

jina-ai / docarray

Star

The data structure for unstructured multimodal data · Neural Search · Vector Search · Document Store

graphql elasticsearch deep-learning protobuf sqlite data-structures nearest-neighbor-search cross-modal multi-modal semantic-search unstructured-data multimodal nested-data weaviate dataclass vector-search neural-search qdrant docarray

Updated Aug 28, 2022
Python

currentslab / awesome-vector-search

Star

Collections of vector search related libraries, service and research papers

search-engine machine-learning awesome vector nearest-neighbor-search awesome-list knn-search similarity-search vector-search vector-search-engine

Updated Aug 15, 2022

vector-ai / vectorai

Star

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Updated Aug 28, 2022
Python

raphaelsty / cherche

Star

📑 Neural Search

search nlp machine-learning natural-language-processing information-retrieval retrieval reader neural-networks question-answering semantic-search searching bm25 flashtext vector-search neural-search

Updated Jun 16, 2022
Python

UKPLab / gpl

Star

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

nlp information-retrieval transformers bert domain-adaptation vector-search