vector-search

There are 740 repositories under vector-search topic.

  • redis/redis

    For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

    Language:C70.9k2.5k6.8k24.2k
  • meilisearch

    meilisearch/meilisearch

    A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

    Language:Rust53.2k2892.2k2.2k
  • milvus

    milvus-io/milvus

    Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

    Language:Go37.4k31514.2k3.4k
  • dragonfly

    dragonflydb/dragonfly

    A modern replacement for Redis and Memcached

    Language:C++28.9k1661.6k1.1k
  • 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/

    Language:Rust26k1461.6k1.8k

  • 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

    Language:C++24.3k1351.8k808
  • Resume-Matcher

    srbhr/Resume-Matcher

    Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

    Language:Python23.2k801404.4k
  • 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​.

    Language:Go14.6k1342.6k1.1k
  • txtai

    neuml/txtai

    💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

    Language:Python11.6k112916740
  • fiftyone

    voxel51/fiftyone

    Refine high-quality datasets and visual AI models

    Language:Python9.9k671.7k665
  • 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.

    Language:TypeScript9.8k45304359

  • 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

    Language:Python8.8k93467679

  • zilliztech/GPTCache

    Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

    Language:Python7.8k56175564
  • vespa

    vespa-engine/vespa

    AI + Data, online. https://vespa.ai

    Language:Java6.3k1551.1k659

  • Tencent/WeKnora

    LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

    Language:Go5.7k37206600
  • superduper

    superduper-io/superduper

    Superduper: End-to-end framework for building custom AI applications and agents.

    Language:Python5.2k431.4k527

  • 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.

    Language:C++4.9k136165602
  • marqo

    marqo-ai/marqo

    Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

    Language:Python4.9k37246214

  • infiniflow/infinity

    The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

    Language:C++4.1k42565383

  • ravendb/ravendb

    ACID Document Database

    Language:C#3.9k154750848
  • 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.

    Language:JavaScript3.4k4759305
  • usearch

    unum-cloud/usearch

    Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

    Language:C++3.1k39234223

  • 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).

    Language:Python2.9k3060246

  • cheshire-cat-ai/core

    AI agent microservice

    Language:Python2.8k35425386
  • gerev

    GerevAI/gerev

    🧠 AI-powered enterprise search engine 🔎

    Language:Python2.8k2039179
  • hora

    hora-search/hora

    🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

    Language:Rust2.6k483075

  • yichuan-w/LEANN

    RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

    Language:Python2.6k2441245

  • devflowinc/trieve

    All-in-one platform for search, recommendations, RAG, and analytics offered via API

    Language:Rust2.5k151.3k222

  • qdrant/fastembed

    Fast, Accurate, Lightweight Python library to make State of the Art Embedding

    Language:Python2.4k20224155
  • vearch

    vearch/vearch

    Distributed vector search for AI-native applications

    Language:Go2.2k76585348
  • 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.

    Language:TypeScript2k2794323

  • patterns-ai-core/langchainrb

    Build LLM-powered applications in Ruby

    Language:Ruby1.9k39260261

  • asg017/sqlite-vss

    A SQLite extension for efficient vector search, based on Faiss!

    Language:C++1.9k2510069
  • 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.

    Language:TypeScript1.7k1822308

  • datastax/jvector

    JVector: the most advanced embedded vector search engine

    Language:Java1.6k36149137

  • currentslab/awesome-vector-search

    Collections of vector search related libraries, service and research papers

    1.5k325103