Task 2.1: Implement Agentic AI Solutions and Tool Integrations. AIP-C01 Practice Questions (Page 3)

Questions 11–15

1. 11application · medium

   A company is building a customer support chatbot that uses a foundation model to generate responses. They have two models: a small, fast model that is cheap and a large, slow model that is more accurate. The team wants to use a model selection framework to dynamically choose the best model for each request. What is the most important criterion to consider when designing this framework?

   • AThe user's location, using the small model for users in one region and the large model for users in another.
   • BThe complexity of the user's query, using the small model for simple queries and the large model for complex queries.
   • CThe model's training date, always using the most recently trained model regardless of the query.
   • DThe time of day, using the small model during peak hours and the large model during off-peak hours.
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2. 12foundation · easy

   What is the primary purpose of a model selection framework?

   • ATo train a new model for each task
   • BTo automatically scale the underlying infrastructure
   • CTo store model outputs in a database
   • DTo dynamically choose the best model for a given task based on criteria like cost, latency, or accuracy
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4. 13foundation · easy

   What is the primary purpose of the Model Context Protocol (MCP) in agent-tool interactions?

   • ATo standardize how agents discover and invoke external tools
   • BTo automatically optimize the cost of tool calls
   • CTo provide a graphical interface for managing agent workflows
   • DTo replace the need for API keys when calling foundation models
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5. 14foundation · easy

   What is the main idea behind chain-of-thought (CoT) reasoning?

   • AAutomatically retrying failed API calls to the foundation model
   • BStoring conversation history in a database for later retrieval
   • CGuiding the model to produce intermediate reasoning steps before the final answer
   • DUsing multiple models in parallel and combining their outputs
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6. 15foundation · easy

   Which AWS service can be used to implement a model selection framework by routing requests to different foundation models?

   • AAWS CloudFormation
   • BAmazon S3
   • CAmazon Route 53
   • DAmazon Bedrock with Provisioned Throughput and model invocation
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