gptkbp:instanceOf
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gptkb:database
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gptkbp:API
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gptkb:REST_API
gptkb:gRPC_API
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gptkbp:category
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gptkb:software
gptkb:database
machine learning infrastructure
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gptkbp:cloudBased
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gptkb:Qdrant_Cloud
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gptkbp:developer
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gptkb:Qdrant_Team
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gptkbp:feature
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gptkb:HNSW_algorithm
Euclidean distance
open source
scalability
collections
replication
real-time updates
cosine similarity
multi-tenancy
sharding
snapshots
distributed deployment
dot product similarity
dynamic schema
filtering by metadata
payload filtering
vector storage
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gptkbp:firstReleased
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2021
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https://www.w3.org/2000/01/rdf-schema#label
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Qdrant
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gptkbp:integration
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gptkb:JavaScript_SDK
gptkb:Python_SDK
gptkb:OpenAI
gptkb:Hugging_Face
gptkb:LangChain
gptkb:LlamaIndex
gptkb:AWS
gptkb:C#_SDK
gptkb:Go_SDK
gptkb:Java_SDK
gptkb:Haystack
gptkb:Azure
gptkb:GCP
gptkb:Docker
gptkb:Kubernetes
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gptkbp:license
|
gptkb:Apache_License_2.0
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gptkbp:programmingLanguage
|
gptkb:Rust
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gptkbp:repository
|
https://github.com/qdrant/qdrant
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gptkbp:supports
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approximate nearest neighbor search
hybrid search
vector search
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gptkbp:uses
|
recommendation systems
image search
question answering
chatbots
semantic search
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gptkbp:website
|
https://qdrant.tech/
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gptkbp:bfsParent
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gptkb:Retrieval-Augmented_Generation_(RAG)
gptkb:Milvus
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gptkbp:bfsLayer
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6
|