## Summary
- Return the configured `empty_response` when retrieval has no query or
no chunks.
- Preserve `formalized_content` for downstream Message nodes.
## Testing
- `bash build.sh --go`
- `ok ragflow/internal/agent/tool`
- `ok ragflow/internal/agent/component`