{"data":{"slug":"milvus-io-milvus","name":"milvus","tagline":"High-performance cloud-native vector database","github_url":"https://github.com/milvus-io/milvus","owner":"milvus-io","repo":"milvus","owner_avatar_url":"https://avatars.githubusercontent.com/u/51735404?v=4","primary_language":"Go","stars":45402,"forks":4147,"topics":["anns","cloud-native","diskann","distributed","embedding-database","embedding-similarity","embedding-store","faiss","golang","hnsw","image-search","llm","nearest-neighbor-search","rag","vector-database","vector-search","vector-similarity","vector-store"],"archived":false,"github_pushed_at":"2026-07-28T17:42:13+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/milvus-io-milvus","markdown_url":"https://www.graphcanon.com/tools/milvus-io-milvus.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/milvus-io-milvus","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=milvus-io-milvus","description":"Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search","homepage_url":"https://milvus.io","license":"Apache-2.0","open_issues":1156,"watchers":334,"ai_summary":"Milvus is designed for scalable vector Approximate Nearest Neighbor (ANN) search, built using Go.","readme_excerpt":"# Install third-party dependencies.\n$ cd milvus/\n$ ./scripts/install_deps.sh","github_created_at":"2019-09-16T06:43:43+00:00","created_at":"2026-07-07T17:31:25.180962+00:00","updated_at":"2026-07-28T18:00:42.782362+00:00","categories":[{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"anns","name":"anns"},{"slug":"cloud-native","name":"cloud-native"},{"slug":"diskann","name":"diskann"},{"slug":"distributed","name":"distributed"},{"slug":"embedding-database","name":"embedding-database"},{"slug":"embedding-similarity","name":"embedding-similarity"},{"slug":"embedding-store","name":"embedding-store"},{"slug":"faiss","name":"faiss"}],"trust":{"provenance":{"is_fork":false,"github_id":208728772,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-28T18:00:41.956Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":10,"days_since_push":0,"last_release_at":"2026-07-24T06:50:28Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":12,"high_count":0,"last_scan_at":"2026-07-11T10:27:55.412Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-28T18:00:42.447Z"},"deploy":{"source":"dockerfile:docker-compose.yml","self_host":true,"observed_at":"2026-07-28T18:00:42.447Z","managed_saas":false},"languages":{"value":["go"],"source":"github.language","observed_at":"2026-07-28T18:00:42.447Z"},"has_docker":{"value":true,"source":"dockerfile:docker-compose.yml","observed_at":"2026-07-28T18:00:42.447Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-28T18:00:42.447Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"Milvus is open-source under Apache-2.0 license."},"requirements":{"notes":[],"min_ram_gb":4,"requires_docker":false},"constraints":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":false},"when_to_use":["Use Milvus when you need to perform efficient vector similarity searches specifically leveraging the Approximate Nearest Neighbor (ANN) algorithm.","Opt for Milvus if your application requires integration with diskann or HNSW indexing methods, given its support in this domain.","If your project hinges on cloud-native capabilities and seamless scalability across different environments, Milvus is a suitable choice."],"when_not_to_use":["Avoid Milvus when you need immediate native compatibility with FAISS or similar standalone libraries as it has distinct features tailored to its own ecosystem.","Do not use Milvus if your application strictly requires real-time indexing updates and low-latency search operations, since optimizing for ANN search may introduce trade-offs in these areas."],"source":"enrich:decision_facts","observed_at":"2026-07-11T10:50:08.875Z"},"constraint_facets":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - Milvus is open-source under Apache-2.0 license."},{"label":"Requirements","value":"Min 4 GB RAM"},{"label":"Adopt for","value":"Milvus is a high-performance cloud-native vector database, optimized for scalable vector ANN search."}]}}