Cost, latency and scaling for Bedrock applications

AIP-C01 · Operational Efficiency and Optimization · Updated

Cut token cost and response time with prompt caching, model routing, batch inference, semantic caching and retry strategies for throttling.

This lesson is part of full AIP-C01 access

The first 2 AIP-C01 lessons are free. Full access opens every lesson with its practice questions, and the exam-style AIP-C01 question bank.

In this lesson
  • Where the cost comes from
  • Reduce tokens
  • Choose cheaper compute
  • Reduce latency
  • Handle quotas and throttling
  • Monitor
  • Exam traps
  • Practice questions

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AIP-C01 course outline

All 6 lessons · Course overview
  1. Amazon Bedrock Knowledge Bases and RAGFoundation Model Integration, Data Management, and Compliance Free
  2. Choosing models and inference options in Amazon BedrockFoundation Model Integration, Data Management, and Compliance Free
  3. Amazon Bedrock Agents and orchestrationImplementation and Integration Full access
  4. Amazon Bedrock Guardrails and AI safetyAI Safety, Security, and Governance Full access
  5. Cost, latency and scaling for Bedrock applicationsOperational Efficiency and Optimization Full access
  6. Evaluating and troubleshooting generative AI applicationsTesting, Validation, and Troubleshooting Full access