Qdrant
Vector Databases & Retrieval Infrastructure
Last updated · Compiled from public sources with automated enrichment
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Open-source vector database written in Rust, focused on performance.
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- Category
- Vector Databases & Retrieval Infrastructure
- Founded
- 2021
- Status
- Active
- Open source
- Yes
- Pricing
- Freemium
- Funding stage
- Series A
- Total raised
- —
- Popularity
- Rising
- Modality
- Infrastructure
- GitHub stars
- —
Relationships
10 of 11 confirmed by two independent sources, 1 under review · 10 backed by a published source.
- ChromaChroma competes with Qdrant in vector databases.
- LanceDBLanceDB competes with Qdrant for vector database workloads.
- PineconeVector database provider
- SingleStoreSingleStore competes with Qdrant in vector database infrastructure.
- TileDBTileDB competes with Qdrant in high-performance vector search infrastructure.
- Upstash VectorUpstash Vector competes with Qdrant in vector database infrastructure.
- ValdVald competes with Qdrant in distributed vector database and similarity search.
- WeaviateVector database
References
Published sources supporting the relationships above.
- From pgvector - Qdrant
unknown publisher · supports Qdrant integrates with pgvector
- Connecting pgvector and Qdrant for Hybrid Search in Production [2026] | Markaicode
unknown publisher · supports Qdrant integrates with pgvector
- PostgreSQL with pgvector | qdrant/migration | DeepWiki
unknown publisher · supports Qdrant integrates with pgvector
- pgvector & Qdrant 완벽 가이드 — RAG를 위한 벡터 DB, 임베딩 검색 실전
unknown publisher · supports Qdrant integrates with pgvector
- vec2pg: Migrate to pgvector from Pinecone and Qdrant
unknown publisher · supports Qdrant integrates with pgvector
- Qdrant vs Pinecone: Vector Databases for AI Apps
unknown publisher · supports Qdrant competes with Pinecone
- Qdrant vs Pinecone: Key Differences & Comparison
unknown publisher · supports Qdrant competes with Pinecone
- Pinecone vs Qdrant: Which Vector Database Wins in 2026?
unknown publisher · supports Qdrant competes with Pinecone
- Pinecone vs Qdrant — Managed Ease or Open-Source Speed? (2026) | MyEngineeringPath
unknown publisher · supports Qdrant competes with Pinecone
- Weaviate vs. Qdrant: AI-Native Vector Databases Compared (2026) | Mixpeek
unknown publisher · supports Qdrant competes with Weaviate
- Qdrant vs Weaviate | Layerbase
unknown publisher · supports Qdrant competes with Weaviate
- Qdrant vs Weaviate vs Milvus: Which Vector Database for Your RAG Pipeline?
unknown publisher · supports Qdrant competes with Weaviate
- Qdrant integration - Docs by LangChain
unknown publisher · supports Qdrant integrates with LangChain
- LangChain - Qdrant
unknown publisher · supports Qdrant integrates with LangChain
- langchain/libs/partners/qdrant/README.md at master · langchain-ai/langchain · GitHub
unknown publisher · supports Qdrant integrates with LangChain
- Question Answering with LangChain and Qdrant
unknown publisher · supports Qdrant integrates with LangChain
- Qdrant vs Pinecone: Vector Databases for AI Apps
unknown publisher · supports Pinecone competes with Qdrant
- Pinecone vs Qdrant: Which Vector Database Wins in 2026?
unknown publisher · supports Pinecone competes with Qdrant
- Qdrant vs Pinecone: Picking the Right Vector Database | Scout
unknown publisher · supports Pinecone competes with Qdrant
- n8n Vector Databases for RAG: Pinecone vs Weaviate vs Qdrant
unknown publisher · supports Pinecone competes with Qdrant
- Pinecone vs Qdrant vs Weaviate vs pgvector: 100M Benchmark
unknown publisher · supports Pinecone competes with Qdrant
- Qdrant vs Chroma 2026: Best Vector DB for RAG?
unknown publisher · supports Chroma competes with Qdrant
- Chroma vs Qdrant: AI Tool Comparison 2026
unknown publisher · supports Chroma competes with Qdrant
- Qdrant vs Chroma: Which Vector Database Is Better for Prototyping a RAG App? (2026) | Listicler
unknown publisher · supports Chroma competes with Qdrant
- Chroma vs Qdrant: Open Source Vector DB for RAG (2026) | scored.tools
unknown publisher · supports Chroma competes with Qdrant
- LanceDB vs. Qdrant Comparison
unknown publisher · supports LanceDB competes with Qdrant
- vs Qdrant
unknown publisher · supports LanceDB competes with Qdrant
- Qdrant vs LanceDB: Which Open-Source Tool to Choose? (2026) | olud.ai
unknown publisher · supports LanceDB competes with Qdrant
- Vector Database Benchmarks 2026: pgvector 0.9, Qdrant, Weaviate, Milvus, LanceDB | CallSphere Blog
unknown publisher · supports LanceDB competes with Qdrant
- SingleStore vs Qdrant on Vector Search Capabilities - Zilliz blog
unknown publisher · supports SingleStore competes with Qdrant
- ベクトル検索機能におけるSingleStoreとQdrantの比較 - Zilliz blog
unknown publisher · supports SingleStore competes with Qdrant
- Qdrant vs SingleStore (2026) | Respan
unknown publisher · supports SingleStore competes with Qdrant
- Qdrant vs SingleStore (2026)
unknown publisher · supports SingleStore competes with Qdrant
- SingleStore vs Qdrant Choosing the Right Vector Database for Your AI Apps - Plushcap
unknown publisher · supports SingleStore competes with Qdrant
- Why TileDB as a Vector Database
unknown publisher · supports TileDB competes with Qdrant
- Qdrant vs Vald on Vector Search Capabilities - Zilliz blog
unknown publisher · supports Vald competes with Qdrant
- Qdrant vs. Vald Comparison
unknown publisher · supports Vald competes with Qdrant
- ベクトル検索能力に関するQdrantとValdの比較 - Zilliz blog
unknown publisher · supports Vald competes with Qdrant
- Compare Qdrant vs. Vald vs. Vespa in 2026
unknown publisher · supports Vald competes with Qdrant
News
More in Vector Databases & Retrieval Infrastructure
- ChromaOpen-source embedding database designed for LLM applications.
- Elastic / ElasticsearchWidely used search engine with vector/hybrid search support.
- LanceDBEmbedded, serverless vector database built on the Lance data format.
- MarqoEnd-to-end vector search engine combining embeddings and retrieval.
- MongoDB Atlas Vector SearchVector search built into MongoDB's managed Atlas platform.
- Neo4jLeading graph database, also supports vector indexes for GraphRAG.
- OpenSearchOpen-source search and analytics suite, an Elasticsearch fork, with vector search.
- PineconeManaged vector database purpose-built for similarity search at scale.
- Redis (vector search)In-memory database with vector search capabilities for RAG use cases.
- SingleStoreDistributed SQL database with native vector search support.
- TileDBUniversal database engine supporting vector search on multi-dimensional data.
- TurbopufferObject-storage-backed vector database built for cost efficiency at scale.