Projects in Awesome Lists tagged with vector-search-engine

https://github.com/qdrant/qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

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

Last synced: 16 Dec 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: 16 Dec 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: 10 Dec 2024

https://github.com/neuml/txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

embeddings information-retrieval language-model large-language-models llm machine-learning neural-search nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search vector-search-engine

Last synced: 16 Dec 2024

https://github.com/oramasearch/orama

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

algiorithm data-structures full-text javascript node search search-algorithm search-engine typescript typo-tolerance vector vector-database vector-database-embedding vector-search vector-search-engine

Last synced: 13 Dec 2024

https://neuml.github.io/txtai/

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

embeddings information-retrieval language-model large-language-models llm machine-learning neural-search nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search vector-search-engine

Last synced: 24 Sep 2024

https://github.com/vdaas/vald

Vald. A Highly Scalable Distributed Vector Search Engine

anng approximate-nearest-neighbor-search cloud cloud-native distributed-systems golang high-dimensional-data high-performance image-search image-search-engine kubernetes microservices nearest-neighbor-search ngt similarity-search vald vector vector-search-engine

Last synced: 18 Dec 2024

https://github.com/nuclia/nucliadb

NucliaDB, The AI Search database for RAG

ai-powered-search database language-model machine-learning mlops nuclia python rust search search-engine search-engines semantic semantic-search-engine text-classification unstructured-data vector-search vector-search-engine vectors

Last synced: 19 Dec 2024

https://github.com/MSUSAzureAccelerators/Azure-Cognitive-Search-Azure-OpenAI-Accelerator

Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB

azure-cognitive-search azure-openai bot-framework-v4 form-recognizer gpt-4 vector-search-engine virtual-assistant-ai

Last synced: 29 Oct 2024

https://github.com/weaviate/weaviate-examples

Weaviate vector database – examples

deep-learning examples vector-database vector-search vector-search-engine weaviate

Last synced: 14 Nov 2024

https://github.com/qdrant/rust-client

Rust client for Qdrant vector search engine

qdrant rust-client vector-search-engine

Last synced: 19 Dec 2024

https://github.com/qdrant/vector-db-benchmark

Framework for benchmarking vector search engines

benchmark vector-database vector-search vector-search-engine

Last synced: 19 Nov 2024

https://github.com/discovai/discovai-search

🔍 DiscovAI-Search: An AI-powered search engine for AI tools and custom data. Built with Next.js, OpenAI, Supabase, and more. Features vector-based search, Redis caching, and LLM-powered responses.

ai-search-engine ai-tools ai-tools-directory chatbot jina llm nextjs14 openai pgvector redis supabase tailwindcss upstash vector-search-engine

Last synced: 21 Dec 2024

https://github.com/DiscovAI/DiscovAI-search

🔍 DiscovAI-Search: An AI-powered search engine for AI tools and custom data. Built with Next.js, OpenAI, Supabase, and more. Features vector-based search, Redis caching, and LLM-powered responses.

ai-search-engine ai-tools ai-tools-directory chatbot jina llm nextjs14 openai pgvector redis supabase tailwindcss upstash vector-search-engine

Last synced: 25 Nov 2024

https://github.com/vearch/gamma

Real time vector search engine

library real-time-index vector-search-engine

Last synced: 20 Dec 2024

https://github.com/ashvardanian/swiftsemanticsearch

Real-time on-device text-to-image and image-to-image Semantic Search with video stream capture using USearch & UForm AI Swift SDKs for Apple devices 🍏

coreml coreml-models image-search ios mobile-app ondeviceai onnx rag semantic-search swift swiftui vector-search vector-search-engine video-search

Last synced: 16 Dec 2024

https://github.com/VQLite/VQLite

VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN

approximate-nearest-neighbor-search embedding embedding-database embedding-search embedding-similarity nearest-neighbor-search similarity-search vector vector-database vector-search vector-search-engine vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine

Last synced: 02 Nov 2024

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

Website for the Weaviate vector database

generative-search hybrid-search vector-database vector-search vector-search-engine weaviate website

Last synced: 21 Dec 2024

https://github.com/rinx/alvd

alvd = A Lightweight Vald. A lightweight distributed vector search engine works without K8s.

approximate-nearest-neighbor-search nearest-neighbor-search ngt similarity-search vald vector-search vector-search-engine

Last synced: 23 Nov 2024

https://github.com/ashvardanian/usearch-molecules

Searching for structural similarities across billions of molecules in milliseconds

aws-s3 bioinformatics biology cheminformatics chemistry compchem drug-discovery open-data opendata vector-search vector-search-engine

Last synced: 28 Oct 2024

https://github.com/patterns-ai-core/weaviate-ruby

Ruby wrapper for the Weaviate vector search database API

api-client embedding-vectors machine-learning ml ruby rubyml vector-search vector-search-engine weaviate

Last synced: 12 Nov 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