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amazon-bedrock-agents

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This repository contains sample code demonstrating how to implement a verified semantic cache using Amazon Bedrock Knowledge Bases to prevent hallucinations in Large Language Model (LLM) responses while improving latency and reducing costs.

  • Updated Apr 3, 2025
  • Jupyter Notebook

This notebook demonstrates how to create an intelligent document processing (IDP) solution using Amazon Bedrock Data Automation (BDA) with Amazon Bedrock AgentCore Runtime. Instead of traditional Bedrock Agents, we'll deploy a Strands Agent through AgentCore, providing enterprise-grade capabilities with framework flexibility.

  • Updated Nov 7, 2025
  • Python

Capstone of the AWS Agentic AI Nanodegree (Udacity): 5-agent customer support on Amazon Bedrock AgentCore. Strands Agents, parallel RAG over 3 knowledge bases, Bedrock Guardrails, X-Ray tracing, Cognito web front end. 120/120 tests, red-teamed and fixed in code.

  • Updated Oct 8, 2026
  • Python

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