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The answer in the context carries reference markers and passes them to
the large model, which may include the markers in the new answer,
leading to abnormal reference points.
```
{'role': 'assistant', 'content': '设置在地下或半地下空间 ##0$$。'}
```

### What problem does this PR solve?
_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._
### Type of change
- Bug Fix (non-breaking change which fixes an issue)