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Category: Document Processing

  • How to Consistently Extract Metadata from Complex Documents

    How to Consistently Extract Metadata from Complex Documents Learn how to extract important pieces of information from your documents The post How to Consistently Extract Metadata from Complex Documents appeared first on Towards Data Science. Eivind Kjosbakken Go to original source

  • Docling: The Document Alchemist

    Docling: The Document Alchemist Why do we still wrestle with documents in 2025? Spend some time in any data-driven organisation, and you’ll encounter a host of PDFs, Word files, PowerPoints, half-scanned images, handwritten notes, and the occasional surprise CSV lurking in a SharePoint folder. Business and data analysts waste hours converting, splitting, and cajoling those formats…

  • Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation

    Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation Introduction Many generative AI use cases still revolve around Retrieval Augmented Generation (RAG), yet consistently fall short of user expectations. Despite the growing body of research on RAG improvements and even adding Agents into the process, many solutions still fail to return exhaustive results,…