- Exam Code: 1Z0-184-25
- Exam Name: Oracle AI Vector Search Professional
- Updated: Oct 13, 2026
- Q & A: 62 Questions and Answers
Oracle 1Z0-184-25 actual dump : Oracle AI Vector Search Professional
PDF Version DemoAbout Oracle 1Z0-184-25 Exam Questions
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Oracle 1Z0-184-25 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Leveraging Related AI Capabilities | 10% | - Exadata AI Storage and GoldenGate integration - Load and manage vector data - Select AI for natural language queries |
| Building a RAG Application | 25% | - RAG architecture and components - Implement with PL/SQL and Python - Integrate with AI services |
| Using Vector Indexes | 15% | - Index types: HNSW, IVF - Performance vs accuracy trade-offs - Create, manage and optimize vector indexes |
| Performing Similarity Search | 15% | - Multi-vector and multi-document search - Combine vector search with SQL queries - Exact and approximate similarity search |
| Understand Vector Fundamentals | 20% | - Vector distance functions and metrics - VECTOR data type usage and storage - Vector concepts and differences from traditional search |
| Using Vector Embeddings | 15% | - Store and manage embeddings - Generate embeddings inside/outside database - Embedding generation workflows |
1Z0-184-25 Exam FAQ: From Sample to Purchase
The official Oracle AI Vector Search Professional outline defines 6 domains. The leading three are Leveraging Related AI Capabilities (10%), Performing Similarity Search (15%), and Using Vector Indexes (15%). The full list is in the topics section above, and Actual4Dumps's 62 practice questions cover each one.
The 1Z0-184-25 exam is a Oracle certification exam validating the Oracle AI Vector Search Professional syllabus shown above. It belongs to these credential paths: Oracle Database Certification. In a crowded 2026 job market, the credential demonstrates ability visibly — and Actual4Dumps prepares candidates with 62 practice questions in PDF, Desktop Test Engine, and Online Test Engine formats.
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The Oracle AI Vector Search Professional exam requires 68% to pass, and registration costs USD $245. A failed attempt means paying the same fee again — a readiness check with the Actual4Dumps engines before booking is the cheaper option.
Three versions of the same study materials: a printable, expert-prepared PDF with free demo download and instant access; a Desktop Test Engine for Windows that simulates the real exam with two practice modes and works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. All 62 practice questions are identical across versions. Every purchase includes 365 days of free updates — pushed to you automatically whenever the bank is revised — plus a 50% renewal discount afterward and unlimited computer installations.
The Oracle AI Vector Search Professional exam contains 50 to complete within 90 minutes. Timed simulation in the Actual4Dumps Desktop Test Engine teaches that rhythm before exam day does.
Oracle recommends these training resources for the Oracle AI Vector Search Professional exam:
Follow the training with steady self-testing — the 62 practice questions from Actual4Dumps help you apply theory and fill any gaps the training leaves.
Basic familiarity with Python, AI/ML concepts, and Oracle database knowledge Since requirements change over time, confirm the latest on the official Oracle exam page before scheduling.
Oracle AI Vector Search Professional Sample Questions:
Question #1
What is the function of the COSINE parameter in the SQL query used to retrieve similar vectors?
topk = 3
sql = f"""select payload, vector_distance(vector, :vector, COSINE) as score from {table_name} order by score fetch approximate {topk} rows only"""
- A. It filters out vectors with a cosine similarity below a certain threshold
- B. It converts the vectors to a format compatible with the SQL database
- C. It specifies the type of vector encoding used in the database
- D. It indicates that the cosine distance metric should be used to measure similarity between vectors
Correct Answer: D 🗳️
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Question #2
In Oracle Database 23ai, which data type is used to store vector embeddings for similarity search?
- A. VECTOR2
- B. VARCHAR2
- C. BLOB
- D. VECTOR
Correct Answer: D 🗳️
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Question #3
A machine learning team is using IVF indexes in Oracle Database 23ai to find similar images in a large dataset. During testing, they observe that the search results are often incomplete, missing relevant images. They suspect the issue lies in the number of partitions probed. How should they improve the search accuracy?
- A. Re-create the index with a higher EFCONSTRUCTION value
- B. Add the TARGET_ACCURACY clause to the query with a higher value for the accuracy
- C. Increase the VECTOR_MEMORY_SIZE initialization parameter
- D. Change the index type to HNSW for better accuracy
Correct Answer: B 🗳️
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Question #4
Which statement best describes the core functionality and benefit of Retrieval Augmented Generation (RAG) in Oracle Database 23ai?
- A. It enables Large Language Models (LLMs) to access and process real-time data streams from diverse sources to generate the most up-to-date insights
- B. It primarily aims to optimize the performance and efficiency of LLMs by using advanced data retrieval techniques, thus minimizing response times and reducing computational overhead
- C. It empowers LLMs to interact with private enterprise data stored within the database, leading to more context-aware and precise responses to user queries
- D. It allows users to train their own specialized LLMs directly within the Oracle Database environment using their internal data, thereby reducing reliance on external AI providers
Correct Answer: C 🗳️
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Question #5
What is a key advantage of using GoldenGate 23ai for managing and distributing vector data for AI applications?
- A. Built-in version control for vector data
- B. Specialized vector embedding compression
- C. Automatic translation of vector embeddings between formats
- D. Real-time vector data updates across locations
Correct Answer: D 🗳️
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