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Projects in Awesome Lists tagged with similarity-search

A curated list of projects in awesome lists tagged with similarity-search .

https://github.com/typesense/typesense

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

algolia datastore elasticsearch enterprise-search faceting full-text-search fuzzy-search geosearch in-memory instantsearch merchandising pinecone search search-engine semantic-search similarity-search site-search synonyms typo-tolerance vector-search

Last synced: 28 Sep 2024

https://github.com/semi-technologies/weaviate

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​.

approximate-nearest-neighbor-search generative-search grpc hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate

Last synced: 06 Aug 2024

https://github.com/weaviate/weaviate

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​.

approximate-nearest-neighbor-search generative-search grpc hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate

Last synced: 29 Sep 2024

https://github.com/lancedb/lancedb

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

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

Last synced: 01 Oct 2024

https://lancedb.github.io/lancedb/

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

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

Last synced: 02 Aug 2024

https://github.com/unum-cloud/usearch

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

approximate-nearest-neighbor-search clustering database faiss full-text-search fuzzy-search image-search kann nearest-neighbor-search recommender-system search search-engine semantic-search simd similarity-search text-search vector-search webassembly

Last synced: 31 Jul 2024

https://github.com/sherlockchou86/videopipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 01 Oct 2024

https://github.com/sherlockchou86/VideoPipe

跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : ) 。**VideoPipe下一版本正在开发中，在保证跨平台、易上手的前提下，预计性能直逼deepstream等各硬件平台官方框架**。

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 31 Jul 2024

https://github.com/tantaraio/voy

🕸️🦀 A WASM vector similarity search written in Rust

k-d-tree nearest-neighbor-search rust similarity-search vector-search wasm wasm-pack webassembly

Last synced: 01 Aug 2024

https://github.com/ashvardanian/simsimd

Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐

arm-neon arm-sve assembly avx2 avx512 blas blas-libraries distance-calculation distance-measures float16 information-retrieval metrics neon numpy scipy simd simd-instructions similarity-measures similarity-search vector-search

Last synced: 30 Sep 2024

https://github.com/ashvardanian/SimSIMD

Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐

arm-neon arm-sve assembly avx2 avx512 blas blas-libraries distance-calculation distance-measures float16 information-retrieval metrics neon numpy scipy simd simd-instructions similarity-measures similarity-search vector-search

Last synced: 31 Jul 2024

https://github.com/shibing624/similarities

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。

bm25 deep-learning faiss image-search image-similarity matching nlp pytorch search-engine similarity similarity-search text-matching

Last synced: 29 Sep 2024

https://github.com/jbellis/jvector

JVector: the most advanced embedded vector search engine

ann java knn machine-learning search-engine similarity-search vector-search

Last synced: 31 Jul 2024

https://github.com/hhblaze/DBreeze

C# .NET NOSQL ( key value store embedded ) ACID multi-paradigm database management system.

acid android c-sharp clustering database dotnet embedded key net netcore netstandard nosql search search-engine similarity-search text transaction value vector-database xamarin

Last synced: 30 Jul 2024

https://github.com/hhblaze/dbreeze

C# .NET NOSQL ( key value store embedded ) ACID multi-paradigm database management system.

acid android c-sharp clustering database dotnet embedded key net netcore netstandard nosql search search-engine similarity-search text transaction value vector-database xamarin

Last synced: 28 Sep 2024

https://github.com/ArcadeData/arcadedb

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.

arcadedb database dbms distributed docker document embedded graph k8s key-value kubernetes multi-model orientdb search-engine similarity-search time-series vector-database vector-search

Last synced: 02 Aug 2024

https://github.com/arcadedata/arcadedb

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.

arcadedb database dbms distributed docker document embedded graph k8s key-value kubernetes multi-model orientdb search-engine similarity-search time-series vector-database vector-search

Last synced: 27 Sep 2024

https://github.com/CLUEbenchmark/KgCLUE

KgCLUE: 大规模中文开源知识图谱问答

kbqa knowledge-graph ner qa similarity-search

Last synced: 03 Aug 2024

https://github.com/alexklibisz/elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

elasticsearch elasticsearch-plugin embeddings locality-sensitive-hashing lucene nearest-neighbor-search neural-search semantic-search similarity-search

Last synced: 01 Aug 2024

https://github.com/oasysai/oasysdb

An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.

approximate-nearest-neighbors edge-ai edge-computing hnsw key-value-database open-source rest-api similarity-search vector-database vector-search

Last synced: 01 Aug 2024

https://github.com/vioshyvo/mrpt

Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search

approximate-nearest-neighbor-search k-nn knn-search mrpt nearest-neighbor-search random-projection similarity-search

Last synced: 01 Aug 2024

https://github.com/chembl/FPSim2

Simple package for fast molecular similarity searches

cheminformatics chemistry gpu python similarity-search

Last synced: 03 Aug 2024

https://github.com/matrix-profile-foundation/mass-ts

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

algorithms data-mining datascience distance-matrix euclidean-distances similarity-search time-series time-series-analysis time-series-data-mining

Last synced: 01 Aug 2024

https://github.com/scrubbbbs/cbird

Command-line program for managing a media collection, with focus on Content-Based Image Retrieval (Computer Vision) methods for finding duplicates.

command-line-interface computer-vision content-based-image-retrieval duplicate-detection duplicate-files duplicates ffmpeg opencv qt6 similarity-search

Last synced: 28 Sep 2024

https://github.com/brunoarine/org-similarity

Emacs package that helps org-mode users (re)discover similar documents

bm25 elisp emacs org-mode org-roam python semantic-similarity similarity-search tf-idf

Last synced: 03 Aug 2024

https://github.com/vitrivr/cottontaildb

Cottontail DB is a column store vector database aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.

cottontail-db cottontaildb database embedding-similarity knearest-neighbours-lookup multimedia multimedia-retrieval retrieval similarity-search vector-database vector-search-engine vector-space-retrieval

Last synced: 03 Aug 2024

https://github.com/AlbertSuarez/searchly

🎶 Song similarity search API based on lyrics

api flask lyrics nmslib python redoc similarity-search song word2vec

Last synced: 30 Jul 2024

https://github.com/CoderHam/VideoSimilarity

Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search

computer-vision deep-learning images similarity-search videos

Last synced: 01 Aug 2024

https://github.com/brunoarine/findlike

Command-line tool that finds lexically similar documents in relation to a reference text file or ad-hoc query

bm25 nlp similarity-search tfidf

Last synced: 07 Aug 2024

https://github.com/AlbertSuarez/donework

📚 Text generator using ML and Search Similarity

flask gpt-2 latex machine-learning python similarity-search text-generation

Last synced: 30 Jul 2024

https://github.com/patrickfrank1/chesspos

Embedding based chess position search and embedding learning for chess positions

chess-database embeddings faiss metric-learning similarity-search tensorflow triplet-loss

Last synced: 30 Sep 2024

https://github.com/AlbertSuarez/casescan

🔍 Clinical cases search by similarity specialized in Covid-19

nlp python react similarity-search

Last synced: 30 Jul 2024

https://github.com/zazaho/simimg

Python/TkInter program to find and display "similar" images. This is the development site, to install use 'pip install simimg'.

gui imageviewer python3 similarity-search

Last synced: 28 Sep 2024

https://github.com/agrover112/siamesenet-search

MNIST digits image similarity search by Indexing with Annoy and using trained embeddings from a Siamese Net with Triplet Loss .

annoy image-similarity indexing mnist siamese-architecture siamese-network siamese-neural-network similarity-search tensorflow-examples tensorflow2

Last synced: 26 Sep 2024

https://github.com/DidierRLopes/similarstocks

This repository will hold similar stocks based on their description through NLP models

finance nlp similarity-search stocks

Last synced: 01 Aug 2024

https://github.com/bhavnicksm/pokemon-card-explorer

Who's that Pokemon (card)? Search over more than 10K Pokemon cards to find out the coolest one yet! ✨

cohere openai openai-api pinecone pokemon python3 reranking retrieval similarity-search streamlit vectordb

Last synced: 01 Oct 2024

https://github.com/anirudhdagar/paperviz

AI conference papers search space visualized based on similarity.

bert d3js deep-learning machine-learning nlp papers pytorch similarity-search visualization

Last synced: 01 Oct 2024

https://github.com/kolhesamiksha/hybrid-search-rag

This Repository contains an chatbot RAG application builted using fastapi and streamlit deployed over the streamlit cloud.

generative-ai langchain llama3 milvus prompt-engineering rag similarity-search vector-database

Last synced: 27 Sep 2024

https://github.com/emersonrafaels/extract_text_infos

Microserviço para extração de informações (Nomes, CPFS, CNPJS, Datas, IMEI, Objetos (Bens)). Possui a funcionalidade de receber um valor a ser verificado e dado percentual de match esperado, validar se o valor esperado encontra-se no texto.

nlp-machine-learning regex-pattern similarity-search

Last synced: 31 Jul 2024

https://github.com/mssjim/simillar-commands

A simple npm utility module for obtaining similar commands in Discord Bots projects.

commands discord discord-js nodejs similar similarity similarity-search

Last synced: 26 Sep 2024