1z0-1157-26 Testing Engine - 1z0-1157-26 Fragenkatalog

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Oracle 1z0-1157-26 Exam Syllabus Topics:
| Section | Objectives |
|---|
| Topic 1: Agentic AI for Oracle AI Database | - Oracle AI Database agentic AI capabilities
- 1. Oracle Autonomous AI Database MCP Server
- 2. Select AI
- 3. Grounding agent responses with enterprise data
- 4. Document chunking, embedding generation, and retrieval
- 5. Vector data types, embeddings, and similarity search
- 6. Oracle AI Vector Search
- 7. Oracle AI Database Private Agent Factory
|
| Topic 2: OpenAI Responses API and Agents SDK | - OpenAI agent development
- 1. Multi-agent handoffs
- 2. Guardrails and tracing
- 3. Function calling and tools
- 4. OpenAI Agents SDK
- 5. Responses API
|
| Topic 3: Introduction to AI Agents | - Agent development concepts
- 1. Multi-agent design patterns and handoffs
- 2. OpenAI Agents SDK guardrails
- 3. Function calling and tool use
- AI agent fundamentals and architecture
- 1. AI agents, traditional chatbots, and rule-based systems
- 2. Agent reasoning patterns including Chain-of-Thought and ReAct
- 3. Core agent components: LLMs, tools, and orchestration loops
- 4. Safety, guardrails, and responsible agentic workflows
|
| Topic 4: LangChain for AI Agents | - LangChain fundamentals
- 1. LangChain and LangChain Expression Language
- 2. Agent invocation and orchestration flow
- 3. Building agents with LangChain
- 4. Tools, tool schemas, and tool execution
|
| Topic 5: Introduction to MCP | - Model Context Protocol fundamentals
- 1. MCP concepts and architecture
- 2. MCP clients and servers
- 3. Tool discovery and interoperability
|
| Topic 6: OCI Enterprise AI Agents | - OCI Enterprise AI platform
- 1. Agent development, orchestration, and execution
- 2. OCI Enterprise AI Agents service
- 3. Building and running AI agents
- 4. Responses API, tools, memory, and vector stores
- 5. Deployment and scaling
|
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Oracle Agentic AI Foundations Associate 1z0-1157-26 Prüfungsfragen mit Lösungen (Q44-Q49):
44. Frage
Which OCI services are used for observability and auditing of deployed AI agents?
- A. OCI Logging, OCI Monitoring, and OCI Audit
- B. OCI Events, OCI Functions, and OCI Vault
- C. OCI Streaming, OCI Queue, and OCI Email Delivery
- D. OCI Data Catalog, OCI Search, and OCI DNS
Antwort: A
Begründung:
OCI production AI architectures use the standard OCI observability and governance services to provide operational visibility and accountability. OCI Logging collects and centralizes service and application logs; OCI Generative AI hosted applications can expose deployment logs that open directly in OCI Logging and the Observability and Management service. OCI Monitoring supplies metrics and alarms for monitoring resource health and operational conditions. OCI Audit records calls made to supported OCI public API endpoints, providing an authoritative record of administrative and resource-management actions for investigation and compliance. Oracle's architecture guidance specifically recommends enabling OCI Logging, OCI Monitoring, and OCI Audit logs for critical AI-platform components. The services in the other options have legitimate OCI purposes, but they do not collectively represent the principal observability-and-auditing stack. Therefore, option A is the verified combination. Oracle Docs
45. Frage
Which statement describes the purpose of the OpenAI Responses API?
- A. It hosts open-source models locally on the developer's own hardware.
- B. It compresses prompts to reduce the number of tokens billed.
- C. It sends input to an OpenAI model and returns generated output.
- D. It trains language models from scratch on customer-supplied data.
Antwort: C
Begründung:
The OpenAI Responses API is an inference and agent-interaction interface. At its fundamental level, an application supplies input together with a selected model and optional instructions, tools, or other configuration; the model then produces a response containing generated output. The uploaded course material states this core purpose directly and identifies C as correct.
OpenAI's current API reference defines the Responses endpoint as creating a model response from text, image, or file inputs and returning generated text, structured JSON, tool calls, or other supported response items. The input field provides content to the model, while the response object's output array contains items generated by the model.
Although modern Responses API functionality extends beyond simple text generation-for example, built-in tools, function calling, conversation state, structured outputs, and agentic workflows-the basic abstraction remains model input followed by generated model output.
It is not a prompt-compression billing service, a local model-hosting environment, or a foundation-model training API. Those alternatives describe completely different system responsibilities.
Therefore, C accurately expresses the core purpose being tested.
Study Guide reference/topic: OpenAI Responses API and Agents SDK - Responses endpoint, model input, generated output, tools, and agentic workflows.
46. Frage
Which approaches are supported by OCI Enterprise AI Agents?
- A. Call the Responses API directly or deploy a hosted agent application.
- B. Select a free or paid deployment model.
- C. Build a frontend agent or a backend agent.
- D. Deploy using Python-only or Java-only options.
Antwort: A
47. Frage
Which approaches can generate embeddings for Oracle AI Vector Search workflows?
- A. Use external REST APIs exclusively, since in-database embedding is not supported
- B. Use ONNX models in-database or external REST-based embedding providers
- C. Train a custom embedding model and manually insert vectors row by row
- D. Export data to a Python environment, generate embeddings, then reimport via SQL Loader
Antwort: B
Begründung:
Oracle AI Vector Search supports both in-database embedding generation and external embedding providers , making A the correct answer. The supplied question source identifies the same combination.
For in-database processing, Oracle AI Database includes an ONNX runtime. Compatible ONNX embedding models can be imported as database objects and invoked directly through SQL using functions such as VECTOR_EMBEDDING . This allows vectorization to occur without moving source data outside the database.
Oracle also supports REST-based embedding generation. DBMS_VECTOR.UTL_TO_EMBEDDING and related APIs can call external or local providers. Officially documented providers include OCI Generative AI, Cohere, OpenAI, Google AI, Hugging Face, Vertex AI, Mistral, Ollama, and Private AI, depending on the operation and configuration.
Manual Python export/import workflows are technically possible in custom architectures, but they are not the supported approaches being tested. Option C is explicitly false because Oracle supports in-database ONNX inference.
Therefore, A correctly captures Oracle's native and external embedding-generation strategies.
Study Guide reference/topic: Agentic AI for Oracle AI Database - ONNX Runtime, VECTOR_EMBEDDING, DBMS_VECTOR, REST embedding providers, and AI Vector Search.
48. Frage
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.
Antwort: B
Begründung:
Tool selection in the OpenAI Agents SDK is model-driven. Each function tool exposes structured metadata that gives the model enough information to determine whether the tool is appropriate and how it should be invoked. The SDK represents a function tool using a name , description , and JSON parameter schema .
OpenAI's SDK reference explicitly defines these properties as information shown to the LLM, while function- tool helpers automatically generate the parameter schema from the Python function signature and derive descriptions from documentation when available.
During an agent run, the model evaluates the user's request together with the available tool definitions. It can then select an appropriate tool and generate arguments conforming to that tool's schema. This mechanism is fundamentally semantic and contextual: meaningful names and descriptions tell the model what a tool does, while schemas describe the arguments required to execute it.
There is no rule requiring the first registered tool to be selected, every tool to be invoked, or random selection.
Such behavior would undermine agentic reasoning and dynamic orchestration. Consequently, B is the technically correct answer and is explicitly identified as correct in the uploaded question set.
Study Guide reference/topic: OpenAI Responses API and Agents SDK - Function Tools, tool metadata, JSON schemas, tool selection, and model-driven invocation.
49. Frage
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