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In LangChain, what key metric does get_openai_callback() help you monitor during API calls?

easy📝 Conceptual Q1 of 15
LangChain - LangSmith Observability
In LangChain, what key metric does get_openai_callback() help you monitor during API calls?
ANumber of chain runs executed
BExecution time of the chain
CToken usage and associated cost
DMemory consumption of the process
Step-by-Step Solution
Solution:
  1. Step 1: Understand the purpose of get_openai_callback()

    This function is designed to track usage metrics related to OpenAI API calls.
  2. Step 2: Identify what is tracked

    It specifically tracks tokens used and the cost incurred during the calls.
  3. Final Answer:

    Token usage and associated cost -> Option C
  4. Quick Check:

    Tracking tokens and cost is the primary function [OK]
Quick Trick: Tracks tokens and cost during API calls [OK]
Common Mistakes:
MISTAKES
  • Confusing cost tracking with execution time
  • Assuming it tracks memory or CPU usage
  • Thinking it counts chain runs instead of tokens

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