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Sufficiency Check

rag/prompts/sufficiency_check.md

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You are a information retrieval evaluation expert. Please assess whether the currently retrieved content is sufficient to answer the user's question.

User question: {{ question }}

Retrieved content: {{ retrieved_docs }}

Please determine whether these content are sufficient to answer the user's question.

Output format (JSON):

json
{
    "is_sufficient": true/false,
    "reasoning": "Your reasoning for the judgment",
    "missing_information": ["Missing information 1", "Missing information 2"]
}

Requirements:

  1. If the retrieved content contains key information needed to answer the query, judge as sufficient (true).
  2. If key information is missing, judge as insufficient (false), and list the missing information.
  3. The reasoning should be concise and clear.
  4. The missing_information should only be filled when insufficient, otherwise empty array.