vector-search-engine

There are 19 repositories under vector-search-engine topic.

qdrant
qdrant / qdrant
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/
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
Language:Rust 20685
weaviate
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
Language:Go 11583
txtai
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
Language:Python 9473
orama
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
Language:TypeScript 8725
vald
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
Language:Go 1539
currentslab / awesome-vector-search
Collections of vector search related libraries, service and research papers
awesome awesome-list knn-search machine-learning nearest-neighbor-search search-engine similarity-search vector vector-search vector-search-engine
1410
qdrant / qdrant-client
Python client for Qdrant vector search engine
qdrant vector-database vector-search vector-search-engine
Language:Python 793
nucliadb
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
Language:Python 667
Azure-Cognitive-Search-Azure-OpenAI-Accelerator
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
Language:Jupyter Notebook 336
weaviate / weaviate-examples
Weaviate vector database – examples
deep-learning examples vector-database vector-search vector-search-engine weaviate
Language:HTML 302
vector-db-benchmark
qdrant / vector-db-benchmark
Framework for benchmarking vector search engines
benchmark vector-database vector-search vector-search-engine
Language:Python 286
qdrant / rust-client
Rust client for Qdrant vector search engine
qdrant rust-client vector-search-engine
Language:Rust 233
vector-io
AI-Northstar-Tech / vector-io
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.
parquet vector-database vector-search-engine chromadb data-backup data-export data-import datastax huggingface huggingface-datasets kdb lancedb milvus pinecone qdrant zilliz turbopuffer data-exploration-and-preprocessing visualization
Language:Jupyter Notebook 220
dangkhoasdc / awesome-vector-database
A curated list of awesome works related to high dimensional structure/vector search & database
approximate-nearest-neighbor-search embedding-similarity embeddings-similarity nearest-neighbor-search search-engine similarity-search vector-database vector-search vector-search-engine
218
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
Language:TypeScript 196
vearch / gamma
Real time vector search engine
library real-time-index vector-search-engine
Language:C++ 139
0xDebabrata / citrus
(distributed) vector database
approximate-nearest-neighbor-search embeddings hnsw nearest-neighbor-search semantic-search semantic-search-engine similarity-search vector-database vector-search-engine vectors
Language:Python 106
SwiftSemanticSearch
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 🍏
ios mobile-app swift swiftui vector-search vector-search-engine rag coreml coreml-models onnx image-search video-search ondeviceai semantic-search
Language:Swift 92
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
Language:Go 87
weaviate / awesome-weaviate
Awesome Weaviate
vector-search vector-search-engine awesome-list weaviate vector-database deep-learning
80
weaviate-io
weaviate / weaviate-io
Website for the Weaviate vector database
generative-search hybrid-search vector-database vector-search vector-search-engine weaviate website
Language:MDX 73
patterns-ai-core / weaviate-ruby
Ruby wrapper for the Weaviate vector search database API
api-client ruby vector-search weaviate embedding-vectors vector-search-engine machine-learning ml rubyml
Language:Ruby 49
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
Language:Go 49
usearch-molecules
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
Language:Python 48
qdrant / java-client
Official Java client for Qdrant
grpc-client qdrant-client vector-database vector-search vector-search-engine
Language:Java 40
patterns-ai-core / qdrant-ruby
Ruby wrapper for the Qdrant vector search database API
api-client embedding-vectors machine-learning ml qdrant ruby rubyml vector-search vector-search-engine
Language:Ruby 39
cottontaildb
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
Language:Kotlin 39
Aquila-Network / awesome-aquila-network
Everyting you need to know about Aquila Network Neural Search Ecosystem. Official repositories, client libraries, ecosystem projects, boilerplate, tutorials, learning and more..
awesome awesome-list aquila-network neural-search vector-search-engine personal-search
32
msoedov / vector_lake
S3 vector database for LLM Agents and RAG.
llm vector-database vector-database-embedding vector-lake nearest-neighbor-search vector-search-engine hnsw
Language:Python 29
ericmillsio / whiplash
Serverless, lightweight, and fast vector database on top of DynamoDB
approximate-nearest-neighbor-search embedding-similarity information-retrieval knn-algorithm lsh nearest-neighbor-search recommender-system search search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine serverless-architectures serverless-framework
Language:Python 22
serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin
V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin
chatgpt-plugins chatgpt-retrieval vector-database-search v3ctron neural-search neural-search-engine vector-embeddings vector-database-embedding semantic-search semantic-search-engine vector-embedding-database vector-search vector-search-engine vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Python 22
marinac-dev / qdrant
Elixir client for Qdrant vector search engine
elixir qdrant elixir-client vector-database vector-search-engine
Language:Elixir 21
fm1320 / song-vibe
AI song recommendations based on the feel of a song
embeddings-similarity faiss llms sentence-transformers vector-search-engine
Language:Python 20
SpecializedGeneralist / hnsw-grpc-server
gRPC server for hnswlib
hnswlib hnsw vector-search-engine vector-similarity-database
Language:Go 14
EsraaMadi / similarity-search-weaviate
Text/Image search for similar products
vector-database vector-search vector-search-engine weaviate streamlit image-search-engine vector-similarity image-analysis image-processing ann-algorithm nearest-neighbor-search
Language:Python 12
GreptimeTeam / vsag-sys
A Rust binding for the VSAG -- vector indexing and search library.
rust rust-lang vector vector-index vector-search vector-search-engine
Language:Rust 7

vector-search-engine

qdrant / qdrant

weaviate / weaviate

neuml / txtai

oramasearch / orama

vdaas / vald

currentslab / awesome-vector-search

qdrant / qdrant-client

nuclia / nucliadb

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

weaviate / weaviate-examples

qdrant / vector-db-benchmark

qdrant / rust-client

AI-Northstar-Tech / vector-io

dangkhoasdc / awesome-vector-database

DiscovAI / DiscovAI-search

vearch / gamma

0xDebabrata / citrus

ashvardanian / SwiftSemanticSearch

VQLite / VQLite

weaviate / awesome-weaviate

weaviate / weaviate-io

patterns-ai-core / weaviate-ruby

rinx / alvd

ashvardanian / usearch-molecules

qdrant / java-client

patterns-ai-core / qdrant-ruby

vitrivr / cottontaildb

Aquila-Network / awesome-aquila-network

msoedov / vector_lake

ericmillsio / whiplash

serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin

marinac-dev / qdrant

fm1320 / song-vibe

SpecializedGeneralist / hnsw-grpc-server

EsraaMadi / similarity-search-weaviate

GreptimeTeam / vsag-sys