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weaviate

weaviate / weaviate

Star 11.4k

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 vector-search-engine hybrid-search generative-search
  • Updated Nov 7, 2024
  • Go

rapidsai / raft

Star 766

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

machine-learning information-retrieval statistics clustering gpu distance linear-algebra cuda primitives sparse nearest-neighbors solvers vector-similarity anns random-sampling vector-search building-blocks llm vector-store neighborhood-methods
  • Updated Nov 7, 2024
  • Cuda
qdrant

qdrant / qdrant

Sponsor
Star 20.5k

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 matching nearest-neighbor-search image-search recommender-system approximate-nearest-neighbor-search hacktoberfest search-engines similarity-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity
  • Updated Nov 7, 2024
  • Rust

infiniflow / infinity

Star 2.6k

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
  • Updated Nov 7, 2024
  • C++

activeloopai / deeplake

Star 8.2k

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

python data-science machine-learning ai computer-vision deep-learning tensorflow cv image-processing ml pytorch datasets multi-modal datalake mlops vector-search vector-database large-language-models llm langchain
  • Updated Nov 6, 2024
  • Python
arcadedb

ArcadeData / arcadedb

Sponsor
Star 494

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

docker kubernetes search-engine embedded database time-series graph key-value dbms distributed orientdb document k8s multi-model similarity-search vector-search vector-database arcadedb
  • Updated Nov 6, 2024
  • JavaScript

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