Topic: vector-search Goto Github

👇 Here are 299 public repositories matching this topic...

activeloopai / deeplake
vector-search,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
Organization: activeloopai
Home Page: https://activeloop.ai
datasets deep-learning machine-learning data-science pytorch tensorflow data-version-control python ai ml

arcadedata / arcadedb
vector-search,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.
Organization: arcadedata
Home Page: https://arcadedb.com
database dbms multi-model graph document time-series key-value embedded docker kubernetes

asg017 / sqlite-vss
vector-search,A SQLite extension for efficient vector search, based on Faiss!
User: asg017
sqlite sqlite-extension vector-search faiss

ashvardanian / simsimd
vector-search,Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, C, and Swift, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
User: ashvardanian
Home Page: https://ashvardanian.com/posts/simsimd-faster-scipy/
arm-neon arm-sve assembly avx2 distance-calculation distance-measures metrics neon simd simd-instructions

askorama / orama
vector-search,🌌 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!
Organization: askorama
Home Page: https://docs.askorama.ai
data-structures full-text search typo-tolerance algiorithm search-engine search-algorithm javascript typescript node

azure / azure-search-vector-samples
vector-search,A repository of code samples for Vector search capabilities in Azure AI Search.
Organization: azure
Home Page: https://azure.microsoft.com/products/search
azure azurecognitivesearch embeddings vector vector-search

cheshire-cat-ai / core
vector-search,Production ready AI agent framework
Organization: cheshire-cat-ai
Home Page: https://cheshirecat.ai
ai chatbot docker llm plugin assistant vector-search agent framework function-calling

currentslab / awesome-vector-search
vector-search,Collections of vector search related libraries, service and research papers
Organization: currentslab
awesome awesome-list knn-search machine-learning nearest-neighbor-search search-engine similarity-search vector vector-search vector-search-engine

devflowinc / trieve
vector-search,All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
Organization: devflowinc
Home Page: https://dashboard.trieve.ai
actix-web diesel postgresql qdrant qdrant-vector-database rust search search-engine embedding llm

dragonflydb / dragonfly
vector-search,A modern replacement for Redis and Memcached
Organization: dragonflydb
Home Page: https://www.dragonflydb.io/
memcached multi-threading redis cpp fibers cache database in-memory in-memory-database key-value

epsilla-cloud / vectordb
vector-search,Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/
Organization: epsilla-cloud
Home Page: https://www.epsilla.com
ai infrastructure llms chatgpt data data-science database embeddings machine-learning rag retrieval vector-database embeddings-similarity neural-network neural-search search-engine vector-search

gerevai / gerev
vector-search,🧠 AI-powered enterprise search engine 🔎
Organization: gerevai
Home Page: https://app.klu.so/signup?utm_source=github_gerevai
ai search-engine workplace-search enterprise-search chatgpt semantic-search-engine similarity-search confluence machine-learning vector-search

hegelai / prompttools
vector-search,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).
Organization: hegelai
Home Page: http://prompttools.readthedocs.io
deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search

hora-search / hora
vector-search,🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Organization: hora-search
Home Page: http://horasearch.com/
search-engine rust approximate-nearest-neighbor-search artificial-intelligence recommender-system image-search vector-search algorithm data-structures simd

infiniflow / infinity
vector-search,The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense embedding, sparse embedding, tensor, and full-text
Organization: infiniflow
Home Page: https://infiniflow.org
ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival bm25 embedding full-text-search

jbellis / jvector
vector-search,JVector: the most advanced embedded vector search engine
User: jbellis
ann java knn machine-learning search-engine similarity-search vector-search

jina-ai / vectordb
vector-search,A Python vector database you just need - no more, no less.
Organization: jina-ai
embedding-similarity neural-search sentence-embeddings vector-database vector-database-embedding vector-search

m1guelpf / tinyvector
vector-search,A tiny embedding database in pure Rust.
User: m1guelpf
Home Page: https://crates.io/crates/tinyvector
embeddings embeddings-similarity machine-learning rust search-engines similarity-search vector-database vector-search

marqo-ai / marqo
vector-search,Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
Organization: marqo-ai
Home Page: https://www.marqo.ai/
deep-learning information-retrieval machinelearning vector-search tensor-search clip multi-modal search-engine transformers vision-language

microsoft / sptag
vector-search,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.
Organization: microsoft
space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving approximate-nearest-neighbor-search

milvus-io / milvus
vector-search,A cloud-native vector database, storage for next generation AI applications
Organization: milvus-io
Home Page: https://milvus.io
anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store

mintplex-labs / vector-admin
vector-search,The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
Organization: mintplex-labs
Home Page: https://vectoradmin.com/
ai aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management

myscale / myscaledb
vector-search,An open-source, high-performance SQL vector database built on ClickHouse.
Organization: myscale
Home Page: https://myscale.com
embedding search-engine sql vector-search vectordb myscaledb sql-vector big-data llm rag

neuml / txtai
vector-search,💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Organization: neuml
Home Page: https://neuml.github.io/txtai
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

nuclia / nucliadb
vector-search,NucliaDB, The AI Search database for RAG
Organization: nuclia
Home Page: https://docs.nuclia.dev/docs/docs/nucliadb/intro
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

oasysai / oasysdb
vector-search,An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
Organization: oasysai
Home Page: https://docs.oasysdb.com/
open-source vector-database approximate-nearest-neighbors hnsw key-value-database rest-api similarity-search vector-search edge-ai edge-computing

pashpashpash / vault-ai
vector-search,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.
User: pashpashpash
Home Page: https://vault.pash.city
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

patterns-ai-core / langchainrb
vector-search,Build LLM-powered applications in Ruby
Organization: patterns-ai-core
Home Page: https://rubydoc.info/gems/langchainrb
agents ai-agents artificial-intelligence machine-learning ml rubyml vector-search

prithivirajdamodaran / flashrank
vector-search,Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
User: prithivirajdamodaran
cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database

qdrant / fastembed
vector-search,Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Organization: qdrant
Home Page: https://qdrant.github.io/fastembed/
embeddings openai rag retrieval retrieval-augmented-generation vector-search

qdrant / qdrant
vector-search,Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Organization: qdrant
Home Page: https://qdrant.tech
neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search

qdrant / qdrant-client
vector-search,Python client for Qdrant vector search engine
Organization: qdrant
Home Page: https://qdrant.tech
qdrant vector-database vector-search vector-search-engine

rapidsai / raft
vector-search,RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Organization: rapidsai
Home Page: https://docs.rapids.ai/api/raft/stable/
anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning

redis-developer / arxivchatguru
vector-search,Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.
Organization: redis-developer
ai machine-learning openai python question-answering redis vector-search langchain arxiv rag

srbhr / resume-matcher
vector-search,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.
User: srbhr
Home Page: https://www.resumematcher.fyi/
text-similarity natural-language-processing word-embeddings python machine-learning resume vector-search resume-builder resume-parser ats applicant-tracking-system nextjs typescript hacktoberfest

supabase-community / nextjs-openai-doc-search
vector-search,Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.
Organization: supabase-community
Home Page: https://supabase.com/blog/chatgpt-supabase-docs
ai chatgpt nextjs openai postgres supabase template vector-search

superduper-io / superduper
vector-search,🔮 SuperDuper: 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.
Organization: superduper-io
Home Page: https://superduper.io
ai mlops torch transformers mongodb python pytorch ml database data

superlinked / superlinked
vector-search,A compute framework for turning multimodal data structures into vector embeddings, to improve quality and control when working with LLMs. Generate custom multimodal embeddings with ease and weigh the vector parts separately at query time, removing the need for custom re-ranking models. Deploy straight from notebook to production.
Organization: superlinked
Home Page: https://superlinked.com
embeddings etl vector-search data-pipeline deep-learning information-retrieval llm ml mlops natural-language-processing

superlinked / vectorhub
vector-search,VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.
Organization: superlinked
Home Page: https://superlinked.com/vectorhub/
ai llm llmops ml mlops vector vector-database vector-search vectorops

tantaraio / voy
vector-search,🕸️🦀 A WASM vector similarity search written in Rust
Organization: tantaraio
Home Page: https://www.npmjs.com/package/voy-search
k-d-tree nearest-neighbor-search similarity-search vector-search wasm webassembly rust wasm-pack

typesense / typesense
vector-search,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
Organization: typesense
Home Page: https://typesense.org
search-engine search typo-tolerance site-search instantsearch fuzzy-search full-text-search enterprise-search synonyms faceting

unum-cloud / uform
vector-search,Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
Organization: unum-cloud
Home Page: https://unum-cloud.github.io/uform/
huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network

unum-cloud / usearch
vector-search,Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
Organization: unum-cloud
Home Page: https://unum-cloud.github.io/usearch/
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

unum-cloud / ustore
vector-search,Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️
Organization: unum-cloud
Home Page: https://unum-cloud.github.io/ustore/
acid database key-value-store document-database graph-database json apache-arrow arrow networkx pandas

vearch / vearch
vector-search,Distributed vector search for AI-native applications
Organization: vearch
Home Page: https://vearch.github.io
vectors vector-search cloud-native document-retrieval embeddings vector-database hybrid-search rag retrieval-augmented-generation ai-native

vespa-engine / vespa
vector-search,AI + Data, online. https://vespa.ai
Organization: vespa-engine
Home Page: https://vespa.ai
vespa search-engine big-data ai serving serving-recommendation machine-learning server tensorflow java

voxel51 / fiftyone
vector-search,The open-source tool for building high-quality datasets and computer vision models
Organization: voxel51
Home Page: https://fiftyone.ai
machine-learning artificial-intelligence deep-learning computer-vision developer-tools data-science python active-learning data-centric-ai data-cleaning

weaviate / recipes
vector-search,This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!
Organization: weaviate
dspy generative-ai retrieval-augmented-generation vector-database vector-search python llm-frameworks

weaviate / weaviate
vector-search,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​.
Organization: weaviate
Home Page: https://weaviate.io/developers/weaviate/
search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

zilliztech / gptcache
vector-search,Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
Organization: zilliztech
Home Page: https://gptcache.readthedocs.io
chatbot chatgpt chatgpt-api llm milvus similarity-search vector-search aigc openai memcache