Retrieval Systems

RAG, ranking, and vector search.

CFP Oracle: Semantic Search for College Football History

Build a semantic search system to find historically similar College Football Playoff games using Amazon S3 Vectors and Bedrock embeddings.

#s3-vectors #embeddings #semantic-search

Open Seas 25 min read

Getting Started with Amazon S3 Vectors

Build a semantic search system using AWS's new serverless vector storage. Store millions of embeddings in S3 with sub-second query times and serverless pricing.

#s3 #vectors #embeddings