AI PM
RAG design trade-offs for latency relevance and cost (Hindi)
1:59
Learn how to optimize RAG design by mastering trade-offs between latency, relevance, and cost. Product managers must balance these pillars to build AI apps without overspending.
Nvidia tests this in interviews to evaluate system design thinking. Like a print shop where you pick two of speed, quality, and price, AI forces you to choose between fast responses, accuracy, and low compute bills. Big chips process data fast but burn cash.
We explore a legal search tool where lawyers prioritize perfect answers over speed, justifying high-end chips for relevance. You will learn to ask users what hurts more, chunk data for faster retrieval, and design for your specific trade-off.
In this lesson:
- The three pillars of latency, relevance, and cost
- Applying the pick-two rule to AI architecture
- Evaluating user pain points like waiting versus wrong answers
- Chunking data to improve retrieval speed
U2xAI Academy - AI skills for product managers.
यह लेसन हिंदी में है. This lesson is narrated in Hindi.
Included in: Foundation
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