Vector Databases
Compare features and capabilities of leading vector databases for AI applications
SAPHANACloudVectorEngine
Enterprise Cloud Vector Search
Integration
SAP HANA Cloud, ML Models, SAP AI Core
Scalability
Cloud-native Enterprise Scale
Search Speed
In-Memory Performance
Data Privacy
Enterprise-grade Security & Compliance
Supported Languages
ElasticsearchStore
View on GitHubEnterprise Search & Analytics
Integration
ELK Stack, OpenSearch, ML Models
Scalability
Horizontally Scalable
Search Speed
Sub-second Search
Data Privacy
Enterprise Security
Supported Languages
Chroma
View on GitHubLLM Apps Development
Integration
LangChain, LlamaIndex
Scalability
Notebook to Cluster
Search Speed
Fast Similarity
Data Privacy
Multi-user Isolation
Supported Languages
PineconeVectorStore
Managed Vector Database for ML
Integration
LangChain, LlamaIndex
Scalability
Highly Scalable
Search Speed
Low Latency
Data Privacy
Fully Managed
Supported Languages
Weaviate
View on GitHubScalable Vector Storage and Search
Integration
OpenAI, Cohere, HuggingFace
Scalability
Billions of Objects
Search Speed
Millisecond Search
Data Privacy
Security & Replication
Supported Languages
FAISS
View on GitHubHigh-Speed Similarity Search
Integration
Python/NumPy, GPU
Scalability
Larger than RAM
Search Speed
GPU Accelerated
Data Privacy
Research Focus
Supported Languages
QdrantVectorStore
View on GitHubVector Similarity Search
Integration
OpenAPI v3
Scalability
Cloud Native
Search Speed
HNSW Algorithm
Data Privacy
Advanced Filtering
Supported Languages
Milvus
View on GitHubHigh-Performance AI Search
Integration
TensorFlow, PyTorch, HuggingFace
Scalability
Billions of Vectors
Search Speed
Low Latency
Data Privacy
Multi-tenant
Supported Languages
PGVector
View on GitHubPostgreSQL Vector Search
Integration
PostgreSQL Ecosystem
Scalability
PostgreSQL Based
Search Speed
ANN Search
Data Privacy
PostgreSQL Security
Supported Languages
MongoDBAtlasVectorSearch
View on GitHubDocument Store with Vector Search
Integration
Atlas Search, ML Models
Scalability
Horizontal Scaling
Search Speed
Optimized KNN
Data Privacy
Enterprise Grade
Supported Languages
Redis
View on GitHubIn-Memory Vector Search
Integration
Redis Stack
Scalability
Cluster Mode
Search Speed
In-Memory Performance
Data Privacy
ACL Security