Biography
Oracle 1Z0-184-25 Dumps PDF - Right Preparation Method [2025]
We sincerely suggest you to try these demos of our 1Z0-184-25 study guide and make a well-content choice. Different demos have different functions and each version has its advantages during the process of learning. Our 1Z0-184-25 Preparation exam is suitable for various consumer groups in the world we assure that after having a knowledge of those demos, you can purchase the most suitable 1Z0-184-25 exam materials.
Highlight a person's learning effect is not enough, because it is difficult to grasp the difficulty of testing, a person cannot be effective information feedback, in order to solve this problem, our 1Z0-184-25 study materials provide a powerful platform for users, allow users to exchange of experience. Here, the all users of our 1Z0-184-25 Study Materials can through own id to login to the platform, realize the exchange and sharing with other users, even on the platform and more users to become good friends, encourage each other, to deal with the difficulties encountered in the process of preparation each other.
>> Real 1Z0-184-25 Question <<
Oracle 1Z0-184-25 Practice Test - 100% Exam Passing Guarantee (2025)
If you are ready for the 1Z0-184-25 exam for a long time, but lack of a set of suitable 1Z0-184-25 learning materials, I will tell you that you are so lucky to enter this page. We are such 1Z0-184-25 exam questions that you can use our products to prepare the exam and obtain your dreamed 1Z0-184-25certificates. We all know that if you desire a better job post, you have to be equipped with appropriate professional quality and an attitude of keeping forging ahead. And we can give what you need!
Oracle AI Vector Search Professional Sample Questions (Q40-Q45):
NEW QUESTION # 40
What is a key advantage of using GoldenGate 23ai for managing and distributing vector data for AI applications?
- A. Specialized vector embedding compression
- B. Automatic translation of vector embeddings between formats
- C. Real-time vector data updates across locations
- D. Built-in version control for vector data
Answer: C
Explanation:
Oracle GoldenGate 23ai is a real-time data replication and integration tool, extended in 23ai to handle the VECTOR data type for AI applications. Its key advantage (A) is enabling real-time updates of vector data across distributed locations-e.g., replicating VECTOR columns from a primary database in New York to a secondary in London with sub-second latency. This ensures AI models (e.g., for similarity search or RAG) access the latest embeddings as source data (e.g., documents) changes, critical for dynamic environments like customer support systems where new queries demand current context. Imagine a VECTOR column storing embeddings of support tickets; GoldenGate keeps these synchronized across regions, minimizing staleness that could degrade AI responses.
Option B (automatic translation) is fictional; GoldenGate doesn't convert vector formats (e.g., FLOAT32 to INT8)-that's a model or application task. Option C (compression) isn't a GoldenGate feature; compression might occur at the storage layer, but GoldenGate focuses on replication fidelity, not size reduction. Option D (version control) misaligns with GoldenGate's purpose; it ensures data consistency, not historical versioning like Git. Real-time replication (A) stands out, as Oracle's documentation emphasizes GoldenGate's role in keeping vector-driven AI applications globally consistent, a game-changer for distributed AI deployments where latency or inconsistency could disrupt user trust. Without this, static exports (e.g., Data Pump) would lag, undermining real-time AI use cases.
NEW QUESTION # 41
You want to quickly retrieve the top-10 matches for a query vector from a dataset of billions of vectors, prioritizing speed over exact accuracy. What is the best approach?
- A. Exact similarity search with a high target accuracy setting
- B. Approximate similarity search with a low target accuracy setting
- C. Exact similarity search using flat search
- D. Relational filtering combined with an exact search
Answer: B
Explanation:
For speed over accuracy with billions of vectors, approximate similarity search (ANN) with a low target accuracy setting (B) (e.g., 70%) uses indexes like HNSW or IVF, probing fewer vectors to return top-10 matches quickly. Exact flat search (A) scans all vectors, too slow for billions. Relational filtering with exact search (C) adds overhead without speed gains. Exact search with high accuracy (D) maximizes precision but sacrifices speed. Oracle's documentation recommends ANN for large-scale, speed-focused queries.
NEW QUESTION # 42
You need to prioritize accuracy over speed in a similarity search for a dataset of images. Which should you use?
- A. Approximate similarity search with IVF indexing and target accuracy of 70%
- B. Exact similarity search using a full table scan
- C. Approximate similarity search with HNSW indexing and target accuracy of 70%
- D. Multivector similarity search with partitioning
Answer: B
Explanation:
To prioritize accuracy over speed, exact similarity search with a full table scan (C) computes distances between the query vector and all stored vectors, guaranteeing 100% recall without approximation trade-offs. HNSW with 70% target accuracy (A) and IVF with 70% (D) are approximate methods, sacrificing accuracy for speed via indexing (e.g., probing fewer neighbors). Multivector search (B) isn't a standard Oracle 23ai term; partitioning aids scale, not accuracy. Exact search, though slower, ensures maximum accuracy, as per Oracle's vector search options.
NEW QUESTION # 43
What security enhancement is introduced in Exadata System Software 24ai?
- A. SNMP security (Security Network Management Protocol)
- B. Integration with third-party security tools
- C. Enhanced encryption algorithm for data at rest
Answer: C
Explanation:
Exadata System Software 24ai (noted in context beyond 23ai) introduces an enhanced encryption algorithm for data at rest (B), strengthening security for stored data, including vectors. Third-party integration (A) isn't highlighted as a 24ai feature. SNMP security (C) relates to network monitoring, not a primary Exadata enhancement. Oracle's Exadata documentation for 24ai emphasizes advanced encryption as a key security upgrade.
NEW QUESTION # 44
You are tasked with creating a table to store vector embeddings with the following characteristics: Each vector must have exactly 512 dimensions, and the dimensions should be stored as 32-bitfloating point numbers. Which SQL statement should you use?
- A. CREATE TABLE vectors (id NUMBER, embedding VECTOR(512))
- B. CREATE TABLE vectors (id NUMBER, embedding VECTOR)
- C. CREATE TABLE vectors (id NUMBER, embedding VECTOR(*, INT8))
- D. CREATE TABLE vectors (id NUMBER, embedding VECTOR(512, FLOAT32))
Answer: D
Explanation:
In Oracle 23ai, the VECTOR data type can specify dimensions and precision. CREATE TABLE vectors (id NUMBER, embedding VECTOR(512, FLOAT32)) (D) defines a column with exactly 512 dimensions and FLOAT32 (32-bit float) format, meeting both requirements. Option A omits the format (defaults vary), risking mismatch. Option B is unspecified, allowing variable dimensions-not "exactly 512." Option C uses INT8, not FLOAT32, and '*' denotes undefined dimensions. Oracle's SQL reference confirms this syntax for precise VECTOR definitions.
NEW QUESTION # 45
......
When prepare a exam, we may face the situation like this: there are so many books in front of me, which one should I choose for preparing for the exam? If you are ready to attentd the 1Z0-184-25 exam, then just choose us, our product is the one you can trust, with the experienced professionals to expect and update, the quality of the product is quite high. Furthermore, our company respect the privacy of the customers, with our product, there is no need for you to worry about the probleml. Except for this, if you buy product for the 1Z0-184-25 Exam , you will get the free update for one year, and money back gurantee within 60 days after you buy it, so don't hesitate, just do it.
Test 1Z0-184-25 Sample Questions: https://www.getcertkey.com/1Z0-184-25_braindumps.html
Oracle Real 1Z0-184-25 Question Try free demo by downloading it immediately with a single click, Oracle Real 1Z0-184-25 Question Verified Answers Researched by Industry Experts, Through the assessment of your specific situation, we will provide you with a reasonable schedule, and provide the extensible version of 1Z0-184-25 exam training you can quickly grasp more knowledge in a shorter time, You can more easily master and simplify important test sites with 1Z0-184-25 learn torrent.
To correctly sequence these activities, you need to do which of the 1Z0-184-25 following, Creating video files with a video-compression tool is only one step in the process of taking your video content to the Web.
Quiz Oracle - Useful 1Z0-184-25 - Real Oracle AI Vector Search Professional Question
Try free demo by downloading it immediately with a single Test 1Z0-184-25 Sample Questions click, Verified Answers Researched by Industry Experts, Through the assessment of your specific situation,we will provide you with a reasonable schedule, and provide the extensible version of 1Z0-184-25 Exam Training you can quickly grasp more knowledge in a shorter time.
You can more easily master and simplify important test sites with 1Z0-184-25 learn torrent, The 1Z0-184-25 study materials from our company can help you get your certification easily, and if you use our 1Z0-184-25 study materials, it will be very easy for you to save a lot of time, we believe our 1Z0-184-25 learning guide will be the most suitable choice for you, In order to meet the needs of all customers, Our 1Z0-184-25 study torrent has a long-distance aid function.
