Vector DB Sharding Strategies

Scale vector DBs to billions of vectors with sharding. Master hash-based, range-based, and tenant-based sharding, and the rebalancing patterns.

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6

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

Sharding Intro

Intermediate

Hash-Based Sharding

Intermediate

Range-Based Sharding

Intermediate

Tenant-Based Sharding

Advanced

Rebalancing Shards

Advanced

Cross-Shard Queries

Advanced