Blog Posts | Joshua Berkowitz

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Amazon S3 Vectors Goes GA: Revolutionizing Scalable Vector Data Management for AI

Amazon S3 Vectors is now generally available, delivering a breakthrough for developers and data scientists seeking scalable, cost-effective solutions for AI, semantic search, and retrieval augmented g...

AI infrastructure Amazon S3 Bedrock integration cloud storage OpenSearch semantic search serverless vector database

Dec 4, 2025

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Amazon S3 Vectors: Transforming AI Storage for the Future

Artificial intelligence is driving a paradigm shift in how organizations harness unstructured data. With Amazon S3 Vectors, AWS introduces the first cloud storage service to offer native vector suppor...

Amazon Bedrock Amazon S3 cloud storage generative AI OpenSearch SageMaker vector embeddings vector search

Oct 15, 2025

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Mastering Massive Data Migration: Observe.AI’s Zero-Downtime Blueprint

Moving nearly 10TB of legacy data while maintaining uninterrupted service is no small feat. Observe.AI’s recent migration of 1.8 billion records from an overloaded MongoDB v0 to a modern architecture ...

Amazon S3 cloud architecture data migration Kafka MongoDB parallel processing Snowflake zero downtime

Sep 23, 2025

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