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| Section | Objectives |
|---|---|
| OCI Enterprise AI Platform | - OCI Enterprise AI Agents and Knowledge Bases - OCI Enterprise AI services overview |
| Building Agents with LangChain and OpenAI Agent Stack | - LangChain components and chains - OpenAI Agents SDK usage |
| Oracle AI Database for Agentic AI | - Agentic AI capabilities in Oracle AI Database - Oracle AI Vector Search |
| Implementing Model Context Protocol (MCP) | - MCP fundamentals and integration |
| Enterprise Agent Development and Governance | - Guardrails, agent tracing and monitoring - Multi-agent systems and handoffs - Function calling and tool integration |
| Agent Fundamentals and Reasoning Patterns | - Agent reasoning patterns and workflows - AI agent core concepts and architectures |
Question 1
In the OpenAI Agents SDK, how does a Handoff differ from the Manager pattern?
A. A Handoff keeps control; a Manager transfers control.
B. A Handoff uses async execution; a Manager uses sync execution.
C. A Handoff calls tools directly; a Manager only routes messages.
D. A Handoff transfers control; a Manager keeps control.
Question 2
Agent has multiply(a,b) and divide(a,b) . User: "What is 15 multiplied by 8, then divided by 3?" How does the OpenAI Agents SDK handle this?
A. The Runner performs all arithmetic internally without involving the model or tools.
B. The model calls multiply(15, 8) , receives the result, then calls divide(120, 3) .
C. The model calls every available arithmetic tool before answering.
D. The SDK automatically combines all arithmetic operations into a single tool call.
Question 3
According to the MCP architecture model, which statement describes the client-server relationship?
A. A single MCP client communicates with multiple servers through one shared MCP connection.
B. MCP clients and servers run on separate machines.
C. An MCP client maintains a dedicated connection to an MCP server.
D. An MCP server is used by one client during its lifetime.
Question 4
Which statement describes the STDIO transport in MCP?
A. STDIO transport serializes messages as plain text rather than JSON
B. STDIO transport requires OAuth authentication for all requests
C. The host launches the server as a local subprocess communicating via stdin and stdout
D. The server runs as an HTTP service intended for remote multi-client deployments
Question 5
Why is chunking necessary before generating embeddings for large documents?
A. To remove semantic meaning from the document.
B. To overcome token limits for large documents.
C. To automatically encrypt content before indexing.
D. To convert text into SQL-compliant rows.
Solutions:
| Question 1 Answer: D | Question 2 Answer: B | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: B |
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