Situation
RBKC generates knowledge files under a ゼロトレランス quality standard. The search layer that delivers those files to users has not been held to the same standard. Additionally, the nabledge-test benchmark is heavily weighted toward questions that already contain Nablarch-specific keywords, making it easy to score well without genuinely good retrieval — the benchmark does not reflect real-world question diversity.
Pain
- When a knowledge file contains relevant information but it is not surfaced in the answer, users are misled by omission.
- When the answer includes content not present in any knowledge file, users are misled by hallucination.
Benefit
- Users can make decisions based on accurate, knowledge-grounded information without second-guessing what was omitted or invented.
- Maintainers can validate search improvements against a general-purpose benchmark that reflects real question diversity, giving them confidence that improvements are genuine.
Success Criteria
Situation
RBKC generates knowledge files under a ゼロトレランス quality standard. The search layer that delivers those files to users has not been held to the same standard. Additionally, the nabledge-test benchmark is heavily weighted toward questions that already contain Nablarch-specific keywords, making it easy to score well without genuinely good retrieval — the benchmark does not reflect real-world question diversity.
Pain
Benefit
Success Criteria