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qdrant/qdrant

qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

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Builder

Qdrant

Qdrant

qdrant • startup

Stars

31,667

Using upstream star count

Forks

2,303

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 30, 2020

Project creation date

README Summary

<p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://github.com/qdrant/qdrant/raw/master/docs/logo-dark.svg"> <source media="(prefers-color-scheme: light)" srcset="https://github.com/qdrant/qdrant/raw/master/docs/logo-light.svg"> <img height="100" alt="Qdrant" src="https://github.com/qdrant/qdrant/raw/master/docs/logo.svg"> </picture> </p>

Community Evaluation

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AI Dev Skills

Unmapped

High-Performance ComputingInformation RetrievalNearest Neighbor SearchRecommendation SystemsRetrieval-Augmented GenerationSemantic SearchSimilarity MatchingVector Database ManagementVector EmbeddingsVector Indexing

Tags

High-Performance ComputingInformation RetrievalNearest Neighbor SearchRecommendation SystemsRetrieval-Augmented GenerationSemantic SearchSimilarity MatchingVector Database ManagementVector EmbeddingsVector IndexingAPIAgent MemoryDatabaseDeep LearningDockerEmbeddingsForkedHaystackHybrid SearchJavaScriptLangChainLlamaIndexMachine LearningOpenAIPlanning / CoTPythonQdrantQuantizationRoadmapRustSecuritySemantic KernelTransformersTutorialTypeScriptVector Database

Taxonomy

AI Trends

Retrieval-Augmented GenerationSemantic SearchVector DatabasesEmbedding-based AICompound AI Systems

category

RAG & RetrievalFoundation ModelsAI AgentsMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & Safety

Deployment Context

Cloud APISelf-hostedOn-premiseDockerKubernetes

Modalities

TextImageAudioVideoMultimodal

Skill Areas

Vector Database ManagementSemantic SearchNearest Neighbor SearchVector EmbeddingsSimilarity MatchingInformation RetrievalRecommendation SystemsRetrieval-Augmented GenerationVector IndexingHigh-Performance Computing

tag

APIAgent MemoryDatabaseDeep LearningDockerEmbeddingsForkedHaystackHybrid SearchJavaScriptLangChainLlamaIndexMachine LearningOpenAIPlanning / CoTPythonQdrantQuantizationRoadmapRustSecuritySemantic KernelTransformersTutorialTypeScriptVector Database

Use Cases

Semantic SearchDocument Similarity SearchRecommendation EnginesImage SearchAnomaly DetectionContent-Based FilteringNeural Information RetrievalVector-based AnalyticsSimilarity MatchingNearest Neighbor Lookups

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

Include RocksDB support in Linux binaries we release on GitHub (#8181)

Tim Visée • Feb 19, 2026

09f87ab

Bump version to 1.17.0 (#8160)

Tim Visée • Feb 19, 2026

4ab6d2e

Optimize HNSW plain-search filtered allocation (#8175)

Arnaud Gourlay • Feb 19, 2026

38b5a9a

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & SafetyFoundation ModelsAI AgentsSearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyScale & ReliabilityProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

Rust100.0%

Timeline

Project created
May 30, 2020
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 13, 2026

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