Skip to content
CodeWiki
Practice
Paths
Tracks
Cheatsheets
Playground
Glossary
AI era
Search
⌘K
English
English
Chinese
Practice
Paths
Tracks
Cheatsheets
Playground
Glossary
AI era
English
English
Chinese
Practice
/
Quiz
/
AI and LLM engineering
/
AI and LLM engineering
Which observability record is most useful and safest for debugging a slow RAG answer?
from AI and LLM engineering
intermediate
1 min
Which observability record is most useful and safest for debugging a slow RAG answer?
A correlated trace with timed retrieval and generation spans, token and cost metadata, stable versions, and redacted approved fields
A single total-duration number with no model, prompt, retriever, or request identifiers
Complete raw prompts, documents, credentials, and user records stored indefinitely
Check
Ask AI about this kata
Report an error
previous kata
Name the parameter-efficient fine-tuning method that learns low-rank update matrices whil…
Fill in
next kata
A quantized local model file fits in GPU memory. What must capacity planning still includ…
Quiz
A new version is available
Reload