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Docling from IBM | Open Source Library To Make Documents AI Ready | LlamaIndex 3 месяца назад


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Docling from IBM | Open Source Library To Make Documents AI Ready | LlamaIndex

Dive into the capabilities of IBM's open source AI tool, Docling, designed for efficient document parsing and exporting. This video explores how DocLink works, its easy-to-use interface, and its ability to handle various document types including PDFs, DOCX, PowerPoints, and more. The video covers setting up the environment, basic and advanced features, and integrating Docling with Lama Index for question-answering functionality. I will also walkthrough with troubleshooting installation issues, and experimenting with extracting content from scanned documents and images. By the end, you’ll have practical knowledge on leveraging Docling to make your documents AI-ready. 00:00 Introduction 01:39 Exploring Docling Features 02:49 Setting Up the Environment 04:58 Hands-On with Docling 08:37 Advanced Parsing Techniques 24:19 Resolving Installation Issues 25:10 Extracting Information from Documents 27:27 Embedding Images in Extracted Data 31:14 Command Line Operations 33:00 Parsing PNG Files 35:42 Handling Scanned Documents 37:47 Exporting Figures and Tables 39:46 Integrating with Llama Index 44:39 Asking Questions with LLMs 47:56 Conclusion and Final Thoughts Link ⛓️‍💥 https://docs.astral.sh/uv/ https://github.com/sudarshan-koirala/... https://ds4sd.github.io/docling/refer...   / pdf-parsing-techniques   ------------------------------------------------------------------------------------------ ☕ Buy me a Coffee: https://ko-fi.com/datasciencebasics ✌️Patreon:   / datasciencebasics   ------------------------------------------------------------------------------------------ 🤝 Connect with me: 📺 Youtube:    / @datasciencebasics   👔 LinkedIn:   / sudarshan-koirala   🐦 Twitter:   / mesudarshan   🔉Medium:   / sudarshan-koirala   💼 Consulting: https://topmate.io/sudarshan_koirala #pdfparsing #docling #llamaindex #ollama #huggingface #datasciencebasics

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