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Qdrant
productvector_db
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Overview
Developed byQdrant Solutions GmbH
Founded2021
LicenseApache 2.0
Open source✓ Open Source
Primary languageRust
Use casesimilarity search and vector storage
Also see
Alternative to
Pinecone
Competes with
MilvusPineconeWeaviateChroma
Knowledge graph stats
Claims60
Avg confidence92%
Avg freshness99%
Last updatedUpdated yesterday
WikidataQ120549614
Trust distribution
100% unverified
Governance
Not assessed
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Qdrant

product

Rust-based open-source vector database with hybrid search

Compare with...

primary use case

ValueTrustConfidenceFreshnessSources
similarity search and vector storage○UnverifiedHighFresh1
high-performance vector similarity search with filtering and hybrid retrieval○UnverifiedHighFresh1
vector similarity search and storage○UnverifiedHighFresh1
vector similarity search○UnverifiedHighFresh1

supports protocol

ValueTrustConfidenceFreshnessSources
HTTP REST API○UnverifiedHighFresh1
gRPC○UnverifiedHighFresh1
REST API○UnverifiedHighFresh1
HTTP API○UnverifiedHighFresh1

integrates with

ValueTrustConfidenceFreshnessSources
LlamaIndex○UnverifiedHighFresh1
LangChain○UnverifiedHighFresh1
Python SDK○UnverifiedHighFresh1
Haystack○UnverifiedHighFresh1
Docker○UnverifiedHighFresh1
Python○UnverifiedHighFresh1
OpenAI embeddings○UnverifiedHighFresh1
LangChain○UnverifiedHighFresh1
Hugging Face○UnverifiedModerateFresh1
OpenAI○UnverifiedModerateFresh1
JavaScript○UnverifiedModerateFresh1

headquarters

ValueTrustConfidenceFreshnessSources
Berlin, Germany○UnverifiedHighFresh1

programming language

ValueTrustConfidenceFreshnessSources
Rust○UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache 2.0○UnverifiedHighFresh1
Apache License 2.0○UnverifiedHighFresh1

alternative to

ValueTrustConfidenceFreshnessSources
Pinecone○UnverifiedHighFresh1

open source

ValueTrustConfidenceFreshnessSources
true○UnverifiedHighFresh1

supports feature

ValueTrustConfidenceFreshnessSources
filtered search○UnverifiedHighFresh1
filtering○UnverifiedHighFresh1
HNSW algorithm○UnverifiedHighFresh1
distributed deployment○UnverifiedHighFresh1
clustering○UnverifiedHighFresh1
payload filtering○UnverifiedHighFresh1
hybrid search○UnverifiedModerateFresh1

supports language

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1
JavaScript○UnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
Qdrant Solutions GmbH○UnverifiedHighFresh1
Qdrant○UnverifiedHighFresh1
Qdrant Team○UnverifiedHighFresh1

supports deployment

ValueTrustConfidenceFreshnessSources
Docker○UnverifiedHighFresh1
cloud○UnverifiedHighFresh1
Kubernetes○UnverifiedHighFresh1

deployment option

ValueTrustConfidenceFreshnessSources
self hosted○UnverifiedHighFresh1
cloud-managed○UnverifiedHighFresh1
cloud-hosted○UnverifiedHighFresh1
Docker○UnverifiedHighFresh1
self-hosted○UnverifiedHighFresh1
cloud hosted○UnverifiedHighFresh1

written in

ValueTrustConfidenceFreshnessSources
Rust○UnverifiedHighFresh1

pricing model

ValueTrustConfidenceFreshnessSources
freemium with managed cloud service○UnverifiedHighFresh1
open source with managed cloud offering○UnverifiedHighFresh1
freemium with cloud hosting options○UnverifiedHighFresh1
freemium with cloud service○UnverifiedHighFresh1
Open source with managed cloud option○UnverifiedHighFresh1
Open source with managed cloud service○UnverifiedHighFresh1
Freemium with cloud offering○UnverifiedModerateFresh1
Freemium○UnverifiedModerateFresh1

founded year

ValueTrustConfidenceFreshnessSources
2021○UnverifiedModerateFresh1

competes with

ValueTrustConfidenceFreshnessSources
Milvus○UnverifiedModerateFresh1
Pinecone○UnverifiedModerateFresh1
Weaviate○UnverifiedModerateFresh1
Chroma○UnverifiedModerateFresh1

Alternatives & Similar Tools

Pinecone
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Milvus
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Pinecone
competes with
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Weaviate
competes with
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Chroma
competes with
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Commonly Used With

LlamaIndexLangChainPython SDKHaystackDockerPythonOpenAI embeddingsLangChainHugging FaceOpenAIJavaScript

Related entities

Claim count: 60Last updated: 4/9/2026Edit history