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Knowledge Cards / Advanced RAG Techniques / Data Extraction and Parsing

Advanced RAG Techniques

Data Extraction and Parsing

Data extraction and parsing convert raw data into an LLM-ready format. Text-based files retain structure, while OCR handles scanned docs. Advanced multimodal models may replace OCR by embedding images directly. HTML parsing, spreadsheet handling, and metadata extraction refine the process for efficiency.