To extend the ZSMILES approach to handle other molecular data formats beyond SMILES, several adaptations and modifications can be considered. One approach could involve developing additional dictionaries tailored to specific molecular data formats. By analyzing the unique characteristics and patterns of these formats, domain-specific dictionaries can be created to efficiently compress and store the data. This would involve preprocessing the input data to identify recurring patterns and optimize the dictionary generation process. Additionally, the compression and decompression algorithms would need to be adjusted to accommodate the structure and syntax of the new data formats. By incorporating these changes, ZSMILES could be adapted to handle a broader range of molecular data formats while maintaining its efficiency and effectiveness in storage and retrieval.