Will Amazon S3 Vectors Kill Vector Databases—or Save Them?
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AWS S3 Vectors offers 90% cost savings for vector storage but won't replace dedicated vector databases like Milvus. Instead, it fills the cold storage tier in a three-tier architecture (hot/warm/cold) that balances latency, cost, and scale. S3 Vectors excels at low-QPS scenarios and archival storage but struggles with
Table of contents
A Surprising Fact: Vector Storage Can Cost More Than LLM CallsThe Evolution of Vector Storage: From Memory to Disk, and Now to Object StorageAmazon S3 Vectors Arrives Right on CueS3 Vectors is A True Price Killer, But With Clear LimitsDissecting S3 Vectors: The Likely ArchitectureWhere S3 Vectors Fits: The Right Tool for Specific JobsThe Future is Tiered Vector StorageWhy the Advent of S3 Vectors Is Good News for Everyone2 Comments
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