PostVector: unstructured and vector retrieval database extension to PostgreSQL.

GGNN: State of the Art Graph-based GPU Nearest Neighbor Search

Open-source vector database built to embedding similarity search

A vector similarity database

Milvus management GUI

Milvus Command Line

visualization tool for vector search index

multiple vantage point distance-based tree data structure

index binary vectors for efficient nearest neighbor search

Text/Image search for similar products

QDrant-NLP

SpaceVector is a platform for semantic search on satellite images using state of the art AI. It aims to support the use of satellite images.

Building a Custom Vector Search Engine with Weaviate : The project discusses the architecture of Weaviate, an open-source vector database and provides a tutorial implementation of a custom vector search engine using Weaviate Cloud Service(WCS).

Simple vector database based on annoy and sqlite3

Three examples of recommendation system pipelines with NVIDIA Merlin and Redis

A curated list of awesome Milvus projects and resources.

The Universal NFT Vector Database: A Scalable Vector Database for NFT Similarity Matching

Start milvus server in python

The room-mapping-ai is a proof-of-concept (POC) web api that allows users to find the best possible matches of hotel room names using AI

This tool provides a fast and efficient way to convert text into vector embeddings and store them in the Qdrant search engine. Built with Rust, this tool is designed to handle large datasets and deliver lightning-fast search results.