vector-search

There are 60 repositories under vector-search topic.

milvus
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
Language:Go 27226
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
search-engine search typo-tolerance site-search instantsearch fuzzy-search full-text-search enterprise-search synonyms faceting geosearch algolia elasticsearch merchandising datastore in-memory vector-search pinecone semantic-search similarity-search
Language:C++ 18213
qdrant
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
Language:Rust 18192
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 9725
orama
askorama / orama
🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!
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 8140
activeloopai / deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
ai computer-vision cv data-science data-version-control datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops python pytorch tensorflow vector-database vector-search
Language:Python 7751
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine vector-search-engine embeddings retrieval-augmented-generation rag
Language:Python 7109
fiftyone
voxel51 / fiftyone
The open-source tool for building high-quality datasets and computer vision models
active-learning artificial-intelligence computer-vision data-centric-ai data-cleaning data-curation data-quality data-science deep-learning developer-tools image-classification machine-learning object-detection python unstructured-data vector-search visualization
Language:Python 6782
zilliztech / GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
chatbot chatgpt chatgpt-api llm milvus similarity-search vector-search aigc openai memcache gpt langchain autogpt redis babyagi llama-index llama dolly semantic-search
Language:Python 6484
vespa
vespa-engine / vespa
AI + Data, online. https://vespa.ai
vespa search-engine big-data ai serving serving-recommendation machine-learning server tensorflow java cpp vector-search
Language:Java 5392
microsoft / SPTAG
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving approximate-nearest-neighbor-search
Language:C++ 4720
Resume-Matcher
srbhr / Resume-Matcher
Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.
text-similarity natural-language-processing word-embeddings python machine-learning resume vector-search resume-builder resume-parser ats applicant-tracking-system nextjs typescript hacktoberfest
Language:Python 4565
superduperdb
SuperDuperDB / superduperdb
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
ai mlops torch transformers mongodb python pytorch ml database data inference distributed-ml llm-inference pretrained-models chatbot semantic-search llm-serving llmops vector-search rag
Language:Python 4416
marqo
marqo-ai / marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
deep-learning information-retrieval machinelearning vector-search tensor-search clip multi-modal search-engine transformers vision-language machine-learning semantic-search visual-search natural-language-processing hnsw knn hacktoberfest chatgpt gpt large-language-models
Language:Python 4187
vault-ai
pashpashpash / vault-ai
OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
chatgpt go golang knowledge-base long-term-memory machine-learning openai pdf-support pinecone question-answering react reactjs vector-search ai artificial-intelligence generative openai-api qdrant-vector-database
Language:JavaScript 3230
gerev
GerevAI / gerev
🧠 AI-powered enterprise search engine 🔎
ai search-engine workplace-search enterprise-search chatgpt semantic-search-engine similarity-search confluence machine-learning vector-search llama-index helpdesk helpdesk-tools sysadmin technical-support tech-support
Language:Python 2622
hora
hora-search / hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
algorithm approximate-nearest-neighbor-search artificial-intelligence data-structures high-performance hnsw image-search k-nearest-neighbors machine-learning neural-network numeric recommender-system rust rust-sci search-engine simd similarity-search vector-search
Language:Rust 2558
hegelai / prompttools
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search
Language:Python 2465
cheshire-cat-ai / core
Production ready AI assistant framework
ai chatbot docker llm plugin assistant vector-search agent framework function-calling python conversational-forms
Language:Python 2007
vearch
vearch / vearch
Distributed vector search for AI-native applications
vectors vector-search cloud-native document-retrieval embeddings vector-database hybrid-search rag retrieval-augmented-generation ai-native ai-native-database
Language:Go 1934
infiniflow / infinity
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival operational-analytics bm25 embedding full-text-search search-engine cpp20-modules sql approximate-nearest-neighbor-search vector-database database hybrid-search hnsw cpp20
Language:C++ 1807
usearch
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 🔍
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search
Language:C++ 1747
asg017 / sqlite-vss
A SQLite extension for efficient vector search, based on Faiss!
faiss sqlite sqlite-extension vector-search
Language:C++ 1517
nextjs-openai-doc-search
supabase-community / nextjs-openai-doc-search
Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.
ai chatgpt nextjs openai postgres supabase template vector-search
Language:TypeScript 1508
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
1301
jbellis / jvector
JVector: the most advanced embedded vector search engine
ann java knn machine-learning search-engine similarity-search vector-search
Language:Java 1275
patterns-ai-core / langchainrb
Build LLM-powered applications in Ruby
artificial-intelligence machine-learning ml rubyml vector-search agents ai-agents
Language:Ruby 1120
devflowinc / trieve
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
actix-web diesel postgresql qdrant qdrant-vector-database rust search search-engine embedding llm rag retrieval-augmented-generation solidjs tailwindcss actix ai artificial-intelligence vector-search
Language:Rust 1036
uform
unum-cloud / uform
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network pretrained-models multi-lingual clip openai openclip contrastive-learning representation-learning clustering image-search llava
Language:Python 906
vector-admin
Mintplex-Labs / vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
ai aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management vector-database vector-database-embedding vectordatabase weaviate ai-agents flowise langchain-js qdrant vector-search vectorspace
Language:TypeScript 884
epsilla-cloud / vectordb
Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/
ai chatgpt data data-science database embeddings embeddings-similarity infrastructure llms machine-learning neural-network neural-search rag retrieval search-engine vector-database vector-search
Language:C++ 874
qdrant / fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
embeddings openai rag retrieval retrieval-augmented-generation vector-search
Language:Python 843
SimSIMD
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
Language:C 745
tantaraio / voy
🕸️🦀 A WASM vector similarity search written in Rust
k-d-tree nearest-neighbor-search similarity-search vector-search wasm webassembly rust wasm-pack
Language:Rust 730
myscale / MyScaleDB
An open-source, high-performance SQL vector database built on ClickHouse.
embedding search-engine sql vector-search vectordb myscaledb sql-vector big-data llm rag ann similarity-search image-search unstructured-analytics
Language:C++ 680
Azure / azure-search-vector-samples
A repository of code samples for Vector search capabilities in Azure AI Search.
azure azurecognitivesearch embeddings vector vector-search
Language:Jupyter Notebook 646