Milvus

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rag-retrieval cloud, self-hosted freemium open source
vector-database similarity-search genai machine-learning API

Overview

Added 03-13-2026

Milvus stores and searches through billions of high-dimensional vectors at lightning speed. It's the database that makes AI similarity search actually work at scale without melting your servers. Perfect for developers building GenAI apps who need to find similar images, documents, or any data in massive datasets.

Key Features

  • Handles tens of billions of vectors without breaking
  • Global Index finds needles in vector haystacks instantly
  • Write once deploy anywhere with single line
  • Metadata filtering plus hybrid search in one
  • Scales from laptop prototypes to enterprise clusters

Use Cases

  • Build image search that actually finds similar photos
  • Create RAG systems that remember relevant context
  • Power recommendation engines for ecommerce product matching
  • Enable multimodal search across text images and audio
  • Graph RAG for connected knowledge base exploration

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