How to Benchmark a Vector Database
Benchmarking a vector database means measuring how well it returns the right nearest neighbors under realistic load, not…
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Operations
Scaling, monitoring, backups, and production deployments.
Sizing and Capacity Planning for AI Databases
Sizing an AI database starts with a simple estimate: vector count multiplied by vector dimension multiplied by bytes…
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Self-Hosted vs Managed Vector Databases
Self-hosted vector databases give teams the most control over infrastructure, data placement, configuration, and long-term cost, but they…
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Running Vector Databases in Production
Running a vector database in production is different from running one in a prototype because the system has…
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