S3 Vectors: How to build a RAG without a vector database
6 min read4.6k
Every RAG tutorial follows the same script: embed your documents, spin up a vector database (Pinecone, Weaviate, pgvector, OpenSearch), manage its infrastructur...
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S3 Performance Tuning for Massive Data Lakes
6 min read7k
When architecting data lakes on AWS, Amazon S3 is often treated as an infinite, maintenance-free bit bucket. However, at the petabyte scale, the abstraction of "infinite" begins to reveal the underlyi...
S3 Data Lake Best Practices in 2023
6 min read5.1k
The landscape of data engineering has shifted dramatically in 2023. While Amazon S3 has long been the gold standard for object storage, the "set it and forget it" approach to data lakes is now a liabi...