Deep explanation
System design: a financial research assistant with External Knowledge
Senior system design interview question on External Knowledge within LLM Fundamentals.
Quick answer
Start by framing the problem in production terms for External Knowledge, then explain the root causes, a step-by-step investigation path, and the architecture or process changes you would ship for a Senior LLM Fundamentals role.
The interview question
Design a production system for a financial research assistant where External Knowledge is a core capability. Cover requirements, APIs, storage, scaling, security, observability, and rollout strategy.
Deep explanation
1. Short Interview Answer
Sign in to unlock the full answer
Free accounts include 5 full deep answers. Sign in to start unlocking.
- 25 more sections of deep explanation
- Real-world examples
- Common mistakes
- Interviewer expectations
- Follow-up questions
LLMsInference BasicsExternal KnowledgeSeniorSystem Design