Building an AI Agent That Responds to Real-Time Events With AWS Bedrock, Kinesis, DynamoDB, and S3
SMRTR summary
Most recommendation systems run on batch jobs, leaving users stuck with stale suggestions. This tutorial walks through building a real-time recommendation engine using Kinesis, Lambda, Bedrock, DynamoDB, and S3 — where user behavior triggers fresh recommendations within seconds. The key insight: keep Bedrock off the hot path by writing results async to DynamoDB cache, so users never wait on LLM latency.
SMRTR provides this summary for quick context. The original article belongs to DZone.
Read the original article