{
 "schema_version": 1,
 "generated": "2026-10-31",
 "repo": "milvus-io/milvus",
 "name": "milvus",
 "owner": "milvus-io",
 "slug": "milvus-io-milvus",
 "github": "https://github.com/milvus-io/milvus",
 "what": "Milvus is a high-performance vector database built for scale, written in Go and C++ with CPU and GPU acceleration. It stores vectors alongside scalar data, supports index types such as HNSW, IVF and FLAT, full text search with BM25 and hybrid search with sparse vectors, multi-tenancy, hot and cold storage, authentication, TLS and RBAC. It runs as Milvus Lite in a local file, as a distributed Kubernetes-native cluster, or on Zilliz Cloud.",
 "why": "47k stars, talked about in 2 AI sources we track",
 "language": "Go",
 "requirements": [
  "Python and the pymilvus SDK",
  "Milvus Lite for a local file, or a deployed Milvus server or Zilliz Cloud with credentials",
  "An embedding model to create vectors"
 ],
 "audience_note": "Developers building RAG, semantic search or recommendation systems who want a vector database that starts small and scales out.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/milvus-io-milvus/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "milvus-io-milvus--start-a-vector-db-in-a-local-file",
   "title": "Start a vector database in a single local file",
   "best": true,
   "url": "https://dedupedai.com/use-cases/milvus-io-milvus/start-a-vector-db-in-a-local-file/",
   "json": "https://dedupedai.com/use-cases/u/milvus-io-milvus/start-a-vector-db-in-a-local-file.json"
  },
  {
   "id": "milvus-io-milvus--build-a-rag-pipeline-on-milvus",
   "title": "Build a RAG pipeline on Milvus",
   "best": false,
   "url": "https://dedupedai.com/use-cases/milvus-io-milvus/build-a-rag-pipeline-on-milvus/",
   "json": "https://dedupedai.com/use-cases/u/milvus-io-milvus/build-a-rag-pipeline-on-milvus.json"
  },
  {
   "id": "milvus-io-milvus--add-full-text-and-hybrid-search",
   "title": "Add full text and hybrid search to vector search",
   "best": false,
   "url": "https://dedupedai.com/use-cases/milvus-io-milvus/add-full-text-and-hybrid-search/",
   "json": "https://dedupedai.com/use-cases/u/milvus-io-milvus/add-full-text-and-hybrid-search.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}