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What will happen if you try to run A/B testing with prompt variations but forget to pass the input variables dictionary to multi_chain.run()?

medium📝 component behavior Q5 of 15
LangChain - Evaluation and Testing
What will happen if you try to run A/B testing with prompt variations but forget to pass the input variables dictionary to multi_chain.run()?
AThe chain will raise an error about missing variables
BThe chain will run with empty variables and produce empty outputs
CThe chain will use default values for variables
DThe chain will ignore variables and return raw prompt templates
Step-by-Step Solution
Solution:
  1. Step 1: Understand input requirements for prompt templates

    PromptTemplates require input variables to fill placeholders like {name}.
  2. Step 2: Consequence of missing variables

    If variables are missing, Langchain raises an error indicating required variables are not provided.
  3. Final Answer:

    The chain will raise an error about missing variables -> Option A
  4. Quick Check:

    Missing variables cause error [OK]
Quick Trick: Always pass input variables dict to run() [OK]
Common Mistakes:
MISTAKES
  • Assuming chain runs with empty or default variables
  • Expecting raw prompt templates as output
  • Ignoring error messages about missing inputs

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