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Knowledge Cards / Advanced RAG Techniques / Data Cleansing

Advanced RAG Techniques

Data Cleansing

Data cleaning and noise reduction involves removing irrelevant information (such as headers, footers, or boilerplate text), correcting inconsistencies, and handling missing values while maintaining the extracted data's structural integrity.