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Oracle 1z0-1157-26 Exam Syllabus Topics:

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

                                                                Oracle Agentic AI Foundations Associate Sample Questions:

                                                                Question 1

                                                                Which native column type does Oracle AI Database use for storing vector embeddings?

                                                                A. VECTOR
                                                                B. BLOB
                                                                C. JSON
                                                                D. VARCHAR2


                                                                Question 2

                                                                What occurs during the MCP initialization phase?

                                                                A. The server executes all tools once to warm internal caches.
                                                                B. The client and server exchange protocol versions and supported capabilities.
                                                                C. The client completes user authentication as part of the protocol initialization exchange.
                                                                D. The LLM is fine-tuned using the server's tool definitions.


                                                                Question 3

                                                                What does the @function_tool decorator do in the OpenAI Agents SDK?

                                                                A. Automatically retries the function if it raises an exception during execution.
                                                                B. Registers the function as an HTTP endpoint the agent calls via REST.
                                                                C. Converts a regular Python function into a tool the agent can call.
                                                                D. Caches the function's return value to disk for faster subsequent calls.


                                                                Question 4

                                                                What integration problem does MCP address?

                                                                A. Token-limit problem in large language models
                                                                B. N × M custom-connector problem between AI apps and tools
                                                                C. Latency in cloud-hosted models
                                                                D. GPU memory fragmentation during inference


                                                                Question 5

                                                                Which OCI capability is required for serving fine-tuned or imported custom models?

                                                                A. Shared On-Demand inference
                                                                B. OCI Object Storage buckets
                                                                C. Dedicated AI Clusters
                                                                D. Free Tier compute instances


                                                                Solutions:

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

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