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Knowledge Cards / Advanced RAG Techniques / Data Pre-Processing

Advanced RAG Techniques

Data Pre-Processing

Data pre-processing thoughtfully transforms your raw data into a structured format suitable for LLMs. The optimal pre-processing techniques should be tailored to your specific use case or requirements. This process usually begins with data acquisition and integration, where diverse document types from multiple sources are collected and consolidated into a "knowledge base".