Architectural Considerations
Specialized Vector Databases
Purpose-built for high-dimensional data
Horizontal scalability
API and tooling
PostgreSQL with pg_vector
Unified data store
Transactional guarantees
Leverage existing expertise
Advantages & Drawbacks
Advantages of Vector Databases
Optimized Querying
Scalability
Ingestion Performance
Drawbacks...
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