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Oracle AI Vector Search Professional Sample Questions (Q61-Q66):

NEW QUESTION # 61
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. Exact similarity search using flat search
C. Approximate similarity search with a low target accuracy setting
D. Relational filtering combined with an exact search

Answer: C

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 # 62
What is the purpose of the VECTOR_DISTANCE function in Oracle Database 23ai similarity search?

A. To calculate the distance between vectors using a specified metric
B. To group vectors by their exact scores
C. To fetch rows that match exact vector embeddings
D. To create vector indexes for efficient searches

Answer: A

Explanation:
The VECTOR_DISTANCE function in Oracle 23ai (D) computes the distance between two vectors using a specified metric (e.g., COSINE, EUCLIDEAN), enabling similarity search by quantifying proximity. It doesn't fetch exact matches (A); it measures similarity. Index creation (B) is handled by CREATE INDEX, not this function. Grouping (C) requires additional SQL (e.g., GROUP BY), not VECTOR_DISTANCE's role. Oracle's SQL reference defines it as the core tool for distance calculation in vector queries.

NEW QUESTION # 63
What security enhancement is introduced in Exadata System Software 24ai?

A. Integration with third-party security tools
B. SNMP security (Security Network Management Protocol)
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 # 64
Which function should you use to determine the storage format of a vector?

A. VECTOR_EMBEDDING
B. VECTOR_DIMENSION_FORMAT
C. VECTOR_NORM
D. VECTOR_CHUNKS

Answer: B

NEW QUESTION # 65
What is the first step in setting up the practice environment for Select AI?

A. Drop any compartment that does not use OCI Generative AI
B. Optionally create an OCI compartment
C. Create a new user account with elevated privileges
D. Create a policy to enable access to OCI Generative AI

Answer: B

Explanation:
Select AI in Oracle Database 23ai enables natural language queries by integrating with OCI Generative AI services. The first step in setting up the practice environment is to optionally create an OCI compartment (A), which organizes and isolates resources in Oracle Cloud Infrastructure (OCI). This is foundational because subsequent steps-like defining policies or configuring the Autonomous Database-depend on a compartment structure, though an existing compartment can be reused, making it optional. Creating a policy (B) is a subsequent step to grant access to OCIGenerative AI, requiring a compartment first. Dropping compartments (C) is irrelevant and disruptive. Creating a user account (D) is not specified as the initial step in Select AI setup. Oracle's Select AI documentation lists compartment setup as the starting point in OCI configuration.

NEW QUESTION # 66
......

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Oracle AI Vector Search Professional Sample Questions (Q61-Q66):

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