Loading...
Milvus is a mature, open-source vector database maintained by Zilliz, supporting large-scale similarity search with multiple indexing strategies and GPU acceleration. It includes variants such as Milvus Lite (lightweight version), Milvus Standalone (single-machine deployment), and Milvus Distributed (Kubernetes-based deployment for large scale).
A distributed vector database designed for scalable and efficient vector similarity search. It is purpose-built for handling large-scale vector data and search workloads.
Elasticsearch is a distributed search engine supporting various data types, including vectors, and provides scalable vector search capabilities, making it a popular choice for modern AI-powered applications. It can be extended with the k-NN plugin to provide scalable vector search using HNSW and Lucene, enabling hybrid semantic and keyword search capabilities.
OpenSearch is a fully open-source, community-driven search and analytics suite that supports vector search, providing a transparent and flexible alternative for organizations seeking advanced search features.
Vespa.ai is a scalable open-source platform for real-time big data serving and vector search. It supports vector similarity search and is used for applications like retrieval augmented generation and e-commerce search, making it highly relevant for vector database and vector search use cases.
Tantivy is a full-text search engine library inspired by Apache Lucene, offering fast and scalable similarity search capabilities. While primarily focused on text, it supports efficient vector-based similarity searches, making it useful for vector search tasks.
Category: Vector Database Engines
Website: https://milvus.io/
Milvus is a mature, open-source vector database maintained by Zilliz. It is designed for large-scale similarity search and supports high-performance querying on massive datasets of high-dimensional vectors. Milvus is purpose-built for GenAI and AI-driven applications, enabling scalable and efficient vector data management.
No explicit pricing information is provided for Milvus open source deployments. Zilliz Cloud, the fully managed Milvus service, may have its own pricing structure, but details are not included in the provided content.
open-source, vector-search, scalable, gpu-acceleration