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milvus-io/milvus

milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

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Builder

milvus-io

milvus-io

milvus-io • individual

Stars

44,538

Using upstream star count

Forks

4,030

Using upstream fork count

Open Issues

0

Activity Score

0/100

196 commits in 30d

Created

Sep 16, 2019

Project creation date

README Summary

<img src="https://github.com/user-attachments/assets/51e33300-7f85-43ff-a05a-3a0317a961f3" alt="milvus banner">

Community Evaluation

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AI Dev Skills

Unmapped

Annoy IndexingApproximate Nearest Neighbor SearchDistributed Systems DesignEmbedding Storage and RetrievalFAISS IntegrationHigh-dimensional Vector IndexingHNSW AlgorithmsIVF Index StructuresVector Database ArchitectureVector Similarity Search

Tags

Annoy IndexingApproximate Nearest Neighbor SearchDistributed Systems DesignEmbedding Storage and RetrievalFAISS IntegrationHigh-dimensional Vector IndexingHNSW AlgorithmsIVF Index StructuresVector Database ArchitectureVector Similarity SearchBackendBenchmarkingC++DatabaseDockerDocument ProcessingEmbeddingsEvalsForkedGoGraphRAGHuggingFaceHybrid SearchKnowledge GraphKubernetesLangChainLlamaIndexMilvusMultimodal AIOpenAIPythonQuantizationRAGReal-Time / StreamingRerankingResearch / PapersRoadmapSecuritySemantic SearchTutorialVector Database

Taxonomy

AI Trends

Retrieval-Augmented GenerationLarge Language ModelsMultimodal AICompound AI SystemsVector Search Infrastructure

category

RAG & RetrievalFoundation ModelsAI AgentsEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & Safety

Deployment Context

CloudSelf-hostedOn-premiseKubernetesDocker

Modalities

TextImageAudioVideoMultimodal

Skill Areas

Vector Database ArchitectureApproximate Nearest Neighbor SearchHigh-dimensional Vector IndexingEmbedding Storage and RetrievalDistributed Systems DesignVector Similarity SearchFAISS IntegrationAnnoy IndexingHNSW AlgorithmsIVF Index Structures

tag

BackendBenchmarkingC++DatabaseDockerDocument ProcessingEmbeddingsEvalsForkedGoGraphRAGHuggingFaceHybrid SearchKnowledge GraphKubernetesLangChainLlamaIndexMilvusMultimodal AIOpenAIPythonQuantizationRAGReal-Time / StreamingRerankingResearch / PapersRoadmapSecuritySemantic SearchTutorialVector Database

Use Cases

Semantic SearchRecommendation SystemsImage Similarity SearchDocument RetrievalAnomaly DetectionDeduplicationContent-Based FilteringRetrieval-Augmented GenerationQuestion Answering SystemsReverse Image Search

Recent Activity

Updated 2 months ago

7 Days

45

30 Days

196

90 Days

889

fix: preserve trailing slash semantics for meta KV prefix paths (#48053)

Xiaofan • Mar 16, 2026

32ed2df

enhance: upgrade Go dependencies (casbin, gin, lo, cockroachdb/errors) (#47943)

Li Liu • Mar 16, 2026

f1bb835

test: preserve dynamic field and default value during partial update (#48217)

Feilong Hou • Mar 16, 2026

9a691f0

Quality

production
Quality
high
Maturity
production

Categories

Foundation ModelsPrimaryAI AgentsRAG & RetrievalEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & SafetyMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationProduct Discovery

Languages

Go100.0%

Timeline

Project created
Sep 16, 2019
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
15 days ago
Tracked since
Mar 17, 2026

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