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extraction

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  1. get_text_fragments | GroupDocs

    The get_text_fragments MCP tool returns the passages of indexed documents that match a query, with surrounding words, so an AI agent can quote a clause without reading the whole file....response starts with ‘Fragment extraction failed for’ followed by the...response starts with Fragment extraction failed for and isError is...

    docs.groupdocs.com/search/mcp/tools-reference/g...
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  2. How to convert documents with AI agents using M...

    Use any MCP-compatible AI agent to convert documents between PDF, Word, Excel, PowerPoint, Markdown, and 100+ other formats — this guide shows the pattern once and links every specific scenario....FAQ Is this conversion or extraction? Conversion — full-fidelity...transformation. For field-level data extraction (values, structured tables...

    docs.groupdocs.com/conversion/mcp/use-cases/con...
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  3. Agents and LLM Integration | GroupDocs

    GroupDocs.Parser for Python via .NET is AI agent and LLM friendly: machine-readable documentation, MCP servers, AGENTS.md shipped inside the pip package, a command line, and runnable examples that turn documents into data for AI pipelines.... MCP server for extracting data The is a separate server...itself: it lets an AI agent extract text, tables, metadata, images...

    docs.groupdocs.com/parser/python-net/agents-and...
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  4. Use cases | GroupDocs

    Step-by-step scenarios for merging and splitting documents with AI agents over MCP: combining files, extracting pages, assembling document packs, and running it all locally.... — extraction produces single pages — here...

    docs.groupdocs.com/merger/mcp/use-cases/
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  5. GroupDocs Blog

    GroupDocs Blog - GroupDocs Blog | Document Automation Solutions for .NET & Java Developers...related to using highlight extraction modes with search functionality...features dealing with the extraction of highlighted text in documents...

    blog.groupdocs.com/groupdocs.blog/page/79/
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  6. Indexing a specific PDF file leads to 100% RAM ...

    Hi, We ran into a problem when indexing the following file: SEPA_ZvFormate_de-5.pdf (1.1 MB) When starting the indexing for only 1 folder with this 1 file in it, the RAM usage increases further and further (over 50 GB…...performing separate data extraction and indexing, you can parallelize...up several times. You can extract data even on different servers...

    forum.groupdocs.com/t/indexing-a-specific-pdf-f...
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  7. Use cases | GroupDocs

    Step-by-step scenarios for letting AI agents see documents over MCP: page previews, inspecting before rendering, reading charts and scans, and keeping it all local.... — the content that text extraction misses, read from the page...

    docs.groupdocs.com/viewer/mcp/use-cases/
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  8. Extract Annotations from Microsoft Office Power...

    This article explains that how to extract annotations from Microsoft Office PowerPoint(.ppt, .pptx) presentations...usage / Extract data from various formats / Extract data from...PowerPoint presentations / Extract Annotations from Microsoft...

    docs.groupdocs.com/parser/net/extract-annotatio...
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  9. Extract Annotations from Microsoft Office Word ...

    This article explains that how to extract annotations from Microsoft Office Word (.doc, .docx) documents...usage / Extract data from various formats / Extract data from...Microsoft Office Word documents / Extract Annotations from Microsoft...

    docs.groupdocs.com/parser/net/extract-annotatio...
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  10. GroupDocs Blog

    GroupDocs Blog - GroupDocs Blog | Document Automation Solutions for .NET & Java Developers...search text within document and extract highlighted text. Furthermore...Furthermore, user can now extract text from ZIP containers and password...

    blog.groupdocs.com/groupdocs.blog/page/80/
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