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Build agentic systems with CrewAI and Amazon Bedrock

Machine Learning Blog



This article explores how CrewAI, an open-source framework, can be used with Amazon Bedrock to build sophisticated multi-agent AI systems that can autonomously perform complex tasks across various business domains.

  • CrewAI enables creation of AI agents with specific roles, goals, and tools
  • Agents can collaborate, delegate tasks, and make autonomous decisions
  • Amazon Bedrock provides powerful foundation models and enterprise-grade infrastructure
  • Use cases include code modernization, back-office automation, and security assessments
  • The framework supports both "flows" (event-driven automations) and "crews" (multi-agent systems)

The article demonstrates a practical example of a multi-agent AWS security assessment system that can map infrastructure, analyze security risks, and generate comprehensive reports with minimal human intervention.



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