vector-search
There are 276 repositories under vector-search topic.
milvus-io/milvus
A cloud-native vector database, storage for next generation AI applications
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
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
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.
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!
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
neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
voxel51/fiftyone
The open-source tool for building high-quality datasets and computer vision models
zilliztech/GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
vespa-engine/vespa
AI + Data, online. https://vespa.ai
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.
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.
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.
marqo-ai/marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.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.
GerevAI/gerev
🧠 AI-powered enterprise search engine 🔎
hora-search/hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
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).
cheshire-cat-ai/core
Production ready AI assistant framework
vearch/vearch
Distributed vector search for AI-native applications
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
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 🔍
asg017/sqlite-vss
A SQLite extension for efficient vector search, based on Faiss!
supabase-community/nextjs-openai-doc-search
Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.
currentslab/awesome-vector-search
Collections of vector search related libraries, service and research papers
jbellis/jvector
JVector: the most advanced embedded vector search engine
patterns-ai-core/langchainrb
Build LLM-powered applications in Ruby
devflowinc/trieve
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
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 🖼️ & 🖋️
epsilla-cloud/vectordb
Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/
Mintplex-Labs/vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
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 📐
tantaraio/voy
🕸️🦀 A WASM vector similarity search written in Rust
myscale/MyScaleDB
An open-source, high-performance SQL vector database built on ClickHouse.
Azure/azure-search-vector-samples
A repository of code samples for Vector search capabilities in Azure AI Search.