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$ AWS Architect · DevOps · Cloud
Monday, October 5, 2026

Agentic Retrieval Beats Single-Shot RAG for Complex Questions

Learn how to build smarter RAG apps using LangChain with Amazon Bedrock Knowledge Bases that actually handle multi-part questions properly. The article walks you through agentic retrieval versus traditional single-shot retrieval, compares their costs, and shows you the trace events so you can see exactly what's happening under the hood.

source: [aws/machine-learning-blog]