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feat: add LMDB support for multimodal resources #3938

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  • Implement LMDB database integration for efficient loading of large multimodal datasets
  • Add caching mechanism for LMDB environments and transactions to improve performance
  • Update documentation with LMDB usage examples for both Chinese and English
  • Update type hints in vision_utils.py to reflect new functionality
  • Add graceful handling for environments without LMDB installed

PR type

  • Bug Fix
  • New Feature
  • Document Updates
  • More Models or Datasets Support

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- Implement LMDB database integration for efficient loading of large multimodal datasets
- Add caching mechanism for LMDB environments and transactions to improve performance
- Update documentation with LMDB usage examples for both Chinese and English
- Update type hints in vision_utils.py to reflect new functionality
- Add graceful handling for environments without LMDB installed
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