This implementation features:

Advanced deep search capabilities Cross-attention mechanism Knowledge-enhanced encoding Custom ranking system Training functionality Document processing pipeline The model uses PyTorch and integrates with the ERNIE architecture for optimal Chinese language understanding and search capabilities.

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