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You wrote this evaluation pipeline but it raises an error:

medium📝 Debug Q14 of 15
LangChain - Evaluation and Testing
You wrote this evaluation pipeline but it raises an error:
inputs = ["Test"]
model = "not a function"
expected = ["test"]
pipeline = EvaluationPipeline(inputs, model, expected)
pipeline.run()
What is the likely cause?
AInputs list cannot have only one item
BModel must be a callable function, not a string
CExpected outputs must be integers
DEvaluationPipeline requires three arguments, but only two were given
Step-by-Step Solution
Solution:
  1. Step 1: Check the model parameter type

    The model should be a function that processes inputs, but here it is a string, which is not callable.
  2. Step 2: Understand the error cause

    Calling pipeline.run() tries to call the model on inputs, causing a TypeError because strings can't be called like functions.
  3. Final Answer:

    Model must be a callable function, not a string -> Option B
  4. Quick Check:

    Model callable required, string given [OK]
Quick Trick: Model must be a function, not a string [OK]
Common Mistakes:
MISTAKES
  • Thinking inputs size causes error
  • Expecting output type to be integer
  • Miscounting constructor arguments

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