179 questions
No questions match those filters.
← All questions
LLMOps & ProductionVery Hard· Indexing· Cost Optimization· System Architecture
Infra wants to freeze the graph index because a full re-extraction costs $2,850 and six hours; product wants same-day updates for a compliance SLA. Adjudicate.
This is one of the questions in the full AI/ML interview bank. Pro unlocks all 1789 questions; Premium includes the same bank plus the highest daily Practice limit.
See plansThe core issue is that the current design treats full reconstruction as the only update primitive. By moving to incremental, dual-level indexing, you only update touched entities. Alternatively, you can isolate the slow-changing, high-recurrence data in the graph index and leave fast-changing content in a vector index, which can be updated in seconds, satisfying both infrastructure costs and product SLAs.