vector-search-engine

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qdrant /qdrant

Sponsor

Star26.5k

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

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

UpdatedOct 7, 2025
Rust

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

UpdatedOct 7, 2025
Go

oramasearch /orama

Sponsor

Star9.8k

🌌 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.

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

UpdatedSep 16, 2025
TypeScript

vdaas /vald

Star1.6k

Vald. A Highly Scalable Distributed Vector Search Engine

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

UpdatedOct 8, 2025
Go

currentslab /awesome-vector-search

Star1.5k

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

UpdatedAug 6, 2024

qdrant /qdrant-client

Sponsor

Star1.1k

Python client for Qdrant vector search engine

vector-search vector-database vector-search-engine qdrant

UpdatedOct 1, 2025
Python

nuclia /nucliadb

Star704

NucliaDB, The AI Search database for RAG

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

UpdatedOct 7, 2025
Python

MSUSAzureAccelerators /Azure-Cognitive-Search-Azure-OpenAI-Accelerator

Star365

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

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

UpdatedJul 11, 2025
Jupyter Notebook

qdrant /rust-client

Sponsor

Star339

Rust client for Qdrant vector search engine

rust-client vector-search-engine qdrant

UpdatedSep 9, 2025
Rust

qdrant /vector-db-benchmark

Sponsor

Star334

Framework for benchmarking vector search engines

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

UpdatedOct 6, 2025
Python

weaviate /weaviate-examples

Star322

Weaviate vector database – examples

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

UpdatedAug 7, 2025
HTML

dangkhoasdc /awesome-vector-database

Star315

A curated list of awesome works related to high dimensional structure/vector search & database

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

UpdatedOct 4, 2025

AI-Northstar-Tech /vector-io

Sponsor

Star263

Comprehensive Vector Data Tooling. The universal interface for all vector database, datasets and RAG platforms. Easily export, import, backup, re-embed (using any model) or access your vector data from any vector databases or repository.

visualization data-import parquet kdb data-export data-backup pinecone datastax huggingface milvus vector-database vector-search-engine qdrant huggingface-datasets chromadb data-exploration-and-preprocessing lancedb zilliz turbopuffer

UpdatedOct 6, 2025
Jupyter Notebook

DiscovAI /DiscovAI-search

Star235

🔍 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.

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

UpdatedAug 8, 2024
TypeScript

vearch /gamma

Star138

Real time vector search engine

library real-time-index vector-search-engine

UpdatedApr 13, 2023
C++

ashvardanian /SwiftSemanticSearch

Star133

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

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