AWS · SAP-C03
Generative AI, agents, and ML inference
SAP-C03 · Lesson 5 of 28 · 31:26
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In this lesson
Prepare for the SAP-C03 exam (AWS Certified Solutions Architect – Professional). In this lesson: Amazon Bedrock across accounts with inference profiles, agents with Amazon Bedrock AgentCore, real-time, serverless, asynchronous, and batch inference with SageMaker AI, and retrieval-augmented generation from ingestion to retrieval. Includes three original practice questions.
Preview the topics
- The assistant must call twenty internal REST APIs and several Lambda functions as tools, without writing a protocol integration for each one. What should the architect use?
- Overnight, the risk team submits scanned loan files of up to 500 MB, each taking 20 minutes to score, and nobody should pay for idle instances during the day. Which SageMaker AI option fits?
- The knowledge base holds 50 million chunks, queried a few hundred times a day, and the bank wants the lowest storage cost, with answers in under a second. Which vector store should the architect choose?