Projects in Awesome Lists tagged with vector-similarity

https://github.com/milvus-io/milvus

A cloud-native vector database, storage for next generation AI applications

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

Last synced: 29 Sep 2024

https://github.com/rapidsai/raft

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.

anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors neighborhood-methods primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store

Last synced: 01 Aug 2024

https://github.com/relevanceai/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 01 Oct 2024

https://github.com/vector-ai/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 15 Aug 2024

https://github.com/RelevanceAI/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 02 Aug 2024

https://github.com/vector-ai/vectorai

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

artificial-intelligence clustering compare-vectors deep-learning embeddings encodings machine-learning neural-networks python pytorch search search-engine semantic-search tensorflow transformers vector vector-analytics vector-search vector-similarity vector-similarity-database

Last synced: 01 Aug 2024

https://github.com/Huffon/sentence-similarity

This repository contains various ways to calculate sentence vector similarity using NLP models

natural-language-processing sentence-embedding sentence-similarity vector-similarity

Last synced: 04 Aug 2024

https://github.com/nitaiaharoni1/vector-storage

Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.