GitHub topics: vector-search

Repositories

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: Rust - Size: 31.1 MB - Last synced at: about 1 hour ago - Pushed at: about 3 hours ago - Stars: 23,153 - Forks: 1,586

zilliztech/GPTCache

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

Language: Python - Size: 22.3 MB - Last synced at: about 2 hours ago - Pushed at: 7 months ago - Stars: 7,523 - Forks: 533

milvus-io/milvus

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

Language: Go - Size: 219 MB - Last synced at: about 4 hours ago - Pushed at: about 7 hours ago - Stars: 34,235 - Forks: 3,162

superduper-io/superduper

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

Language: Python - Size: 73.2 MB - Last synced at: about 9 hours ago - Pushed at: about 9 hours ago - Stars: 5,037 - Forks: 492

srbhr/Resume-Matcher

Resume Matcher is an open source, free tool to improve your resume. It works by using AI, Reader LLMs, to compare and rank resumes with job descriptions.

Language: Python - Size: 96.5 MB - Last synced at: about 5 hours ago - Pushed at: 2 days ago - Stars: 8,680 - Forks: 3,242

redis-developer/redis-nvidia-recsys

Three examples of recommendation system pipelines with NVIDIA Merlin and Redis

Language: PureBasic - Size: 5.95 MB - Last synced at: about 9 hours ago - Pushed at: about 11 hours ago - Stars: 58 - Forks: 6

superlinked/superlinked

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

Language: Jupyter Notebook - Size: 96.1 MB - Last synced at: about 11 hours ago - Pushed at: about 12 hours ago - Stars: 1,052 - Forks: 75

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: Python - Size: 65.3 MB - Last synced at: about 9 hours ago - Pushed at: 23 days ago - Stars: 8,544 - Forks: 657

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++ - Size: 12.3 MB - Last synced at: about 14 hours ago - Pushed at: 2 days ago - Stars: 22,859 - Forks: 719

voxel51/fiftyone

Refine high-quality datasets and visual AI models

Language: Python - Size: 1.91 GB - Last synced at: about 15 hours ago - Pushed at: about 19 hours ago - Stars: 9,412 - Forks: 622

vespa-engine/vespa

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

Language: Java - Size: 437 MB - Last synced at: about 15 hours ago - Pushed at: about 15 hours ago - Stars: 6,129 - Forks: 630

neuml/txtai

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

Language: Python - Size: 52 MB - Last synced at: about 14 hours ago - Pushed at: 7 days ago - Stars: 10,768 - Forks: 683

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: TypeScript - Size: 124 MB - Last synced at: about 15 hours ago - Pushed at: 7 days ago - Stars: 9,294 - Forks: 333

weaviate/weaviate-io

Website for the Weaviate vector database

Language: MDX - Size: 1.14 GB - Last synced at: about 18 hours ago - Pushed at: about 20 hours ago - Stars: 81 - Forks: 138

marqo-ai/marqo

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

Language: Python - Size: 79.4 MB - Last synced at: about 23 hours ago - Pushed at: about 23 hours ago - Stars: 4,830 - Forks: 203

dangkhoasdc/awesome-vector-database

A curated list of awesome works related to high dimensional structure/vector search & database

Size: 593 KB - Last synced at: about 8 hours ago - Pushed at: 17 days ago - Stars: 275 - Forks: 15

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: Go - Size: 964 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 13,131 - Forks: 924

weaviate/recipes

This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

Language: Jupyter Notebook - Size: 296 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 732 - Forks: 146

Samhita-kolluri/contrastive-module

Semantic Retrieval Engine for Contrasting Ideas and Opposing Viewpoints.

Size: 5.54 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

ev2900/OpenSearch_kNN_Vector_Search

Tokenize and convert sample text data into vectors using BERT. Load the vector representation of the text to OpenSearch and use kNN for semantic search

Language: Python - Size: 786 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 4 - Forks: 1

qdrant/qdrant-client

Python client for Qdrant vector search engine

Language: Python - Size: 4.7 MB - Last synced at: about 15 hours ago - Pushed at: about 15 hours ago - Stars: 939 - Forks: 144

hummusonrails/couchbase-azure-blog-vector-search-cli

CLI tool for scraping dynamic iframe-based blog content, generating vector embeddings with Azure OpenAI, and enabling semantic search with Couchbase.

Language: Python - Size: 37.1 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

currentslab/awesome-vector-search

Collections of vector search related libraries, service and research papers

Size: 87.9 KB - Last synced at: about 19 hours ago - Pushed at: 9 months ago - Stars: 1,484 - Forks: 101

rapidsai/cuvs

cuVS - a library for vector search and clustering on the GPU

Language: Cuda - Size: 7.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 382 - Forks: 96

vearch/vearch

Distributed vector search for AI-native applications

Language: Go - Size: 35.8 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,158 - Forks: 339

superlinked/VectorHub

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.

Language: Jupyter Notebook - Size: 93.4 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 470 - Forks: 115

tensorchord/VectorChord

Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.

Language: Rust - Size: 741 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 611 - Forks: 20

ev2900/Cosine_Similarity_Search_Example

Example to help understand how to use hugging face sentance_transformers to encode searchable text into embeddings AND how to use cosine similarity search to determine similarity between a search prompt and the embeddings

Language: Python - Size: 47.9 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 1

ev2900/BM25_Search_Example

Example to help understand how the BM25 term based ranking model works in search applications

Language: Python - Size: 46.9 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

nuclia/nucliadb

NucliaDB, The AI Search database for RAG

Language: Python - Size: 39.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 693 - Forks: 54

Mintplex-Labs/vector-admin

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Language: TypeScript - Size: 12.6 MB - Last synced at: 2 days ago - Pushed at: 7 days ago - Stars: 1,827 - Forks: 290

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

Language: Python - Size: 78.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 281 - Forks: 45

PrithivirajDamodaran/FlashRank

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.

Language: Python - Size: 2.47 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 786 - Forks: 55

asg017/sqlite-vss

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

Language: C++ - Size: 2.57 MB - Last synced at: 2 days ago - Pushed at: 12 months ago - Stars: 1,838 - Forks: 70

jina-ai/vectordb

A Python vector database you just need - no more, no less.

Language: Python - Size: 1.22 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 605 - Forks: 47

cheshire-cat-ai/core

AI agent microservice

Language: Python - Size: 11.2 MB - Last synced at: 1 day ago - Pushed at: 8 days ago - Stars: 2,727 - Forks: 369

habedi/hsdlib

Hardware-accelerated distance metrics and similarity measures

Language: C - Size: 102 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

ashvardanian/SimSIMD

Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐

Language: C - Size: 1.82 MB - Last synced at: 3 days ago - Pushed at: 22 days ago - Stars: 1,333 - Forks: 77

treygrainger/ai-powered-search

The codebase for the book "AI-Powered Search" (Manning Publications, 2024)

Language: Jupyter Notebook - Size: 65.3 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 254 - Forks: 63

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 🔍

Language: C++ - Size: 4.22 MB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 2,654 - Forks: 175

BBC-Esq/VectorDB-Plugin

Plugin that lets you ask questions about your documents including audio and video files.

Language: Python - Size: 32.8 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 332 - Forks: 40

edwinkys/oasysdb

In-memory vector store with efficient read and write performance for semantic caching and retrieval system. Redis for Semantic Caching.

Language: Rust - Size: 1.46 MB - Last synced at: about 8 hours ago - Pushed at: 5 months ago - Stars: 359 - Forks: 13

ArcadeData/arcadedb

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.

Language: Java - Size: 26.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 546 - Forks: 70

mixpeek/awesome-multimodal-search

Collections of multimodal search libraries, service and research papers

Size: 3.12 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 7 - Forks: 0

RelevanceAI/relevanceai

Home of the AI workforce - Multi-agent system, AI agents & tools

Language: Python - Size: 68.9 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 227 - Forks: 33

rushilpatel21/Sentique

Sentique is a full‑stack feedback analytics platform that ingests user reviews from App Store, Google Play, Trustpilot, Reddit and Twitter/X, processes them with a fine‑tuned BERT model into 16 categories and sentiment labels, and provides comprehensive analytics and insights.

Language: TypeScript - Size: 71.3 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

kelindar/search

Go library for embedded vector search and semantic embeddings using llama.cpp

Language: Go - Size: 714 KB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 430 - Forks: 13

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++ - Size: 24.6 MB - Last synced at: about 6 hours ago - Pushed at: 2 months ago - Stars: 4,892 - Forks: 587

Anush008/fastembed-rs

Rust library for generating vector embeddings, reranking locally

Language: Rust - Size: 598 KB - Last synced at: 2 days ago - Pushed at: 11 days ago - Stars: 479 - Forks: 64

AzeercAI/Azeerc-AI

An enterprise multi-agent framework solving complex challenges with autonomous orchestration, secure and scalable by design.

Language: Python - Size: 206 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 1

devflowinc/trieve

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

Language: Rust - Size: 50.8 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2,087 - Forks: 183

ashvardanian/SwiftSemanticSearch

Real-time on-device text-to-image and image-to-image Semantic Search with video stream camera capture using USearch & UForm AI Swift SDKs for Apple devices 🍏

Language: Swift - Size: 623 KB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 118 - Forks: 7

superlinear-ai/raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite

Language: Python - Size: 873 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 917 - Forks: 84

jonathanscholtes/Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store

This project demonstrates deploying a secure, scalable Generative AI (GenAI) solution on Azure using a Retrieval-Augmented Generation (RAG) architecture and Azure best practices. Leveraging CosmosDB, Azure OpenAI, and a React + Python FastAPI framework, it ensures efficient data retrieval, security, and an intuitive user experience.

Language: Bicep - Size: 46.8 MB - Last synced at: about 4 hours ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 2

jonathanscholtes/azure-ai-foundry-agentic-workshop

Workshop for building intelligent AI solutions using Azure AI Foundry, featuring Vector Search, RAG, Agentic AI, and multi-agent orchestration with LangChain and Azure AI Search.

Language: Jupyter Notebook - Size: 6.01 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

microsoft/rag-time

RAG Time: A 5-week Learning Journey to Mastering RAG

Language: Jupyter Notebook - Size: 71.4 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 376 - Forks: 167

rapidsai/raft

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.

Language: Cuda - Size: 15.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 870 - Forks: 205

mongodb/chatbot

MongoDB Chatbot Framework. Powered by MongoDB and Atlas Vector Search.

Language: TypeScript - Size: 44.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 177 - Forks: 69

jxareas/oracle-ai-vector-search

Solutions & Material from Oracle AI Vector Search Professional Certification.

Size: 319 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

neuml/annotateai

📝 Automatically annotate papers using LLMs

Language: Python - Size: 8.65 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 317 - Forks: 29

patterns-ai-core/langchainrb

Build LLM-powered applications in Ruby

Language: Ruby - Size: 2.79 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,740 - Forks: 235

jonathanscholtes/Azure-AI-Foundry-Deployment

Deploys Azure AI Foundry using the Azure AI Baseline Reference Architecture, following best practices for networking, security, and model integration. It provisions infrastructure for chatting over data using Azure AI Search, event-driven processing for indexing, Bicep for IaC, and testing in the Playground interface.

Language: Bicep - Size: 46.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

surrealdb/docs.surrealdb.com

The documentation for SurrealDB, powered by Astro

Language: MDX - Size: 77.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 92 - Forks: 162

meilisearch/meilisearch

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

Language: Rust - Size: 69.2 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 50,474 - Forks: 1,992

pingcap/pytidb

TiDB client library for Python

Language: Python - Size: 445 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 10 - Forks: 4

qdrant/vector-db-benchmark

Framework for benchmarking vector search engines

Language: Python - Size: 1.11 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 319 - Forks: 103

weaviate/weaviate-python-client

A python native client for easy interaction with a Weaviate instance.

Language: Python - Size: 9.31 MB - Last synced at: about 11 hours ago - Pushed at: about 12 hours ago - Stars: 182 - Forks: 86

ravendb/ravendb

ACID Document Database

Language: C# - Size: 780 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 3,730 - Forks: 833

qdrant/java-client

Official Java client for Qdrant

Language: Java - Size: 411 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 51 - Forks: 7

ryogrid/anime-illust-image-searcher

Anime Style Illustration Specific Image Search App with ViT Tagger x BM25/Doc2Vec

Language: Python - Size: 346 KB - Last synced at: about 7 hours ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1

dragonflydb/dragonfly

A modern replacement for Redis and Memcached

Language: C++ - Size: 14.3 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 27,721 - Forks: 1,029

datastax/jvector

JVector: the most advanced embedded vector search engine

Language: Java - Size: 13.9 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,577 - Forks: 124

weaviate/typescript-client

Official Weaviate TypeScript Client

Language: TypeScript - Size: 4.24 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 78 - Forks: 25

supabase-community/nextjs-openai-doc-search

Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.

Language: TypeScript - Size: 191 KB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 1,645 - Forks: 300

felipesntr/documentos-monorepo

Language: TypeScript - Size: 62.5 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Anush008/fastembed-js

Library to generate vector embeddings in NodeJS

Language: TypeScript - Size: 1.07 MB - Last synced at: 3 days ago - Pushed at: 14 days ago - Stars: 117 - Forks: 9

redis-developer/ArXivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

Language: Python - Size: 2.95 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 543 - Forks: 68

redis-developer/redis-arXiv-search

Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis.

Language: Python - Size: 1000 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 144 - Forks: 23

TileDB-Inc/TileDB-Vector-Search

Cloud-native vector similarity search and storage with efficient, serverless scale-out

Language: Jupyter Notebook - Size: 86.5 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 57 - Forks: 9

louisbrulenaudet/ragoon

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 66 - Forks: 7

Node0/aristotle

TUI-based markdown knowledge system with semantic search and chunk-level navigation.

Size: 2.93 KB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

sanket-164/RAGify

RAGify is a powerful tool designed to allow users to interact with various types of content by uploading YouTube URLs, website URLs, and documents such as PDFs, PowerPoint presentations, Word documents, text files, and Excel sheets. With RAGify, you can seamlessly extract and query information from these sources using Retrieval-Augmented Generation

Language: Python - Size: 899 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0