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Library/ NLP & Transformers/ Module 4 · Project 2: Smart FAQ Search (semantic search with sentence embeddings)/ 4.1 Understand the problem

subtopic

Define the product and how we will judge it

10 min applied30 min research1 curated resources

Write down: input (a question), output (top 3 FAQ answers with scores), users (website help box). Score: Recall@1 and Recall@3 (is the correct FAQ in the top 1 / top 3?) and MRR (how high the correct one is ranked). Note the difference from Project 1: no training needed, and adding a new FAQ needs no retraining.

Builds on: 2.1 Understand the problem

Notes, key code, what to skip and 1 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

Define the product and how we will judge it · 1x1labs.ai