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How can you combine few-shot prompt templates with conditional logic to select examples based on user input in Langchain?

hard📝 Application Q9 of 15
LangChain - Prompt Templates
How can you combine few-shot prompt templates with conditional logic to select examples based on user input in Langchain?
AUse multiple FewShotPromptTemplate instances without filtering
BAdd if-else statements inside the prompt template string
CModify the suffix to include conditional logic
DUse Python code to filter examples before passing them to FewShotPromptTemplate
Step-by-Step Solution
Solution:
  1. Step 1: Understand conditional example selection

    Conditional logic is handled outside prompt templates by filtering examples.
  2. Step 2: Identify correct method to apply conditions

    Filtering examples in Python before passing to FewShotPromptTemplate is correct.
  3. Final Answer:

    Use Python code to filter examples before passing them to FewShotPromptTemplate -> Option D
  4. Quick Check:

    Conditional example selection = filter examples in code [OK]
Quick Trick: Filter examples in code before creating prompt [OK]
Common Mistakes:
  • Trying to put if-else inside prompt strings
  • Modifying suffix for logic
  • Using multiple templates without filtering

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