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Oracle 1z0-1157-26 Exam Syllabus Topics:

SectionObjectives
Topic 1: OpenAI Responses API and Agents SDK- OpenAI agent development
  • 1. Function calling and tools
    • 2. Guardrails and tracing
      • 3. OpenAI Agents SDK
        • 4. Responses API
          • 5. Multi-agent handoffs
            Topic 2: Introduction to AI Agents- AI agent fundamentals and architecture
            • 1. Core agent components: LLMs, tools, and orchestration loops
              • 2. Safety, guardrails, and responsible agentic workflows
                • 3. Agent reasoning patterns including Chain-of-Thought and ReAct
                  • 4. AI agents, traditional chatbots, and rule-based systems
                    - Agent development concepts
                    • 1. OpenAI Agents SDK guardrails
                      • 2. Function calling and tool use
                        • 3. Multi-agent design patterns and handoffs
                          Topic 3: OCI Enterprise AI Agents- OCI Enterprise AI platform
                          • 1. Responses API, tools, memory, and vector stores
                            • 2. Deployment and scaling
                              • 3. OCI Enterprise AI Agents service
                                • 4. Building and running AI agents
                                  • 5. Agent development, orchestration, and execution
                                    Topic 4: LangChain for AI Agents- LangChain fundamentals
                                    • 1. LangChain and LangChain Expression Language
                                      • 2. Building agents with LangChain
                                        • 3. Agent invocation and orchestration flow
                                          • 4. Tools, tool schemas, and tool execution
                                            Topic 5: Introduction to MCP- Model Context Protocol fundamentals
                                            • 1. MCP clients and servers
                                              • 2. Tool discovery and interoperability
                                                • 3. MCP concepts and architecture
                                                  Topic 6: Agentic AI for Oracle AI Database- Oracle AI Database agentic AI capabilities
                                                  • 1. Oracle AI Vector Search
                                                    • 2. Select AI
                                                      • 3. Oracle Autonomous AI Database MCP Server
                                                        • 4. Grounding agent responses with enterprise data
                                                          • 5. Oracle AI Database Private Agent Factory
                                                            • 6. Document chunking, embedding generation, and retrieval
                                                              • 7. Vector data types, embeddings, and similarity search

                                                                Oracle Agentic AI Foundations Associate Sample Questions:

                                                                Question 1

                                                                Why is chunking necessary before generating embeddings for large documents?

                                                                A. To remove semantic meaning from the document.
                                                                B. To automatically encrypt content before indexing.
                                                                C. To convert text into SQL-compliant rows.
                                                                D. To overcome token limits for large documents.


                                                                Question 2

                                                                Which approaches are supported by OCI Enterprise AI Agents?

                                                                A. Deploy using Python-only or Java-only options.
                                                                B. Call the Responses API directly or deploy a hosted agent application.
                                                                C. Build a frontend agent or a backend agent.
                                                                D. Select a free or paid deployment model.


                                                                Question 3

                                                                In OpenAI Agents SDK, how does the model select which tool to call?

                                                                A. It calls every registered tool before answering.
                                                                B. It uses tool names, descriptions, and schemas.
                                                                C. It selects a tool randomly unless hardcoded.
                                                                D. It selects the first registered tool by name.


                                                                Question 4

                                                                Which SQL function computes distance between vectors in Oracle AI Vector Search?

                                                                A. EMBEDDING_DISTANCE()
                                                                B. SCORE_SIMILARITY()
                                                                C. VECTOR_DISTANCE()
                                                                D. VECTOR_SCORE()


                                                                Question 5

                                                                Which Python package is installed first for a simple OCI Responses API setup?

                                                                A. requests-html
                                                                B. openai
                                                                C. boto3
                                                                D. django


                                                                Solutions:

                                                                Question 1
                                                                Answer: D
                                                                Question 2
                                                                Answer: B
                                                                Question 3
                                                                Answer: B
                                                                Question 4
                                                                Answer: C
                                                                Question 5
                                                                Answer: B

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