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  1. Work with Streams vs File Paths | GroupDocs

    Learn when and how to use streams versus file paths for template loading and document saving in .NET....I/O) Templates loaded from databases or remote sources Web applications...g., send via HTTP, save to database) byte [] outputBytes = outputStream...

    docs.groupdocs.com/assembly/net/basic-usage-str...
  2. Extract Tables from PDF to JSON | GroupDocs.Par...

    Extract tables from PDF, Word and Excel files to JSON with an AI agent: engine-read cells, run locally from Claude Desktop, Cursor or Copilot via Docker....that feeds a spreadsheet or a database. If you know where the table...

    blog.groupdocs.com/parser/extract-tables-pdf-to...
  3. Troubleshooting & FAQ | GroupDocs

    Solutions to the most common GroupDocs.Search MCP server issues — server not appearing in the client, startup failures, missing native dependencies, and first-launch timeouts....model calls, and no vector database involved. Does it OCR scanned...

    docs.groupdocs.com/search/mcp/troubleshooting-faq/
  4. Load specific file formats | GroupDocs

    Learn how to load specific file formats manually using LoadOptions in GroupDocs.Parser for Python via .NET....(OpenDocument Presentation Template) Databases Emails from remote servers...Connecting to databases - Specify appropriate database format Fetching...

    docs.groupdocs.com/parser/python-net/load-speci...
  5. Quote Passages from Documents with AI | GroupDo...

    Get answers from your own files that quote the passage they rest on, locally: Claude, Cursor or Copilot read matching fragments, not whole documents....here: Do you need a vector database to ask questions about a folder...

    blog.groupdocs.com/search/grounded-answers-quot...
  6. Search PST and Email Archives with AI | GroupDo...

    Search Outlook PST, OST, MSG and EML files and their attachments with Claude, Cursor or Copilot, locally: no export, no upload, matches name the attachment....here: Do you need a vector database to ask questions about a folder...

    blog.groupdocs.com/search/search-email-archive-...
  7. Keep a Document Index Current for AI | GroupDoc...

    Give Claude, Cursor or Copilot a document index that persists between sessions and stays current with one call, locally: named indexes, incremental updates....here: Do you need a vector database to ask questions about a folder...

    blog.groupdocs.com/search/project-memory-ai-age...
  8. How to search documents with AI agents using MC...

    Search a folder of PDF, Word, Excel and email files with an AI agent over MCP, locally: index once, find the matching documents, and quote the passages....-g)" FAQ Do I need a vector database or an embedding model? No...

    docs.groupdocs.com/search/mcp/use-cases/search-...
  9. Parse data from PDF documents | GroupDocs

    To extract data from PDF documents parseForm and parseByTemplate(Template) methods are used. Both methods return DocumentData object. For details, see Working With Extracted Data. Here are the steps to extract data from PDF Form: Instantiate Parser object for the initial document Call parseForm method and obtain the DocumentData object; Check if data isn’t null (parse form is supported for the document); Iterate over field data to obtain form data. The following example shows the use case when a user fills in PDF form and send it by email (for example)....preliminary record object to the database, // send it as the web response...

    docs.groupdocs.com/parser/java/parse-data-from-...
  10. Network access and data privacy | GroupDocs

    Explains when GroupDocs.Parser for .NET accesses the network, what data leaves your machine, which extraction methods load external resources, and how to prevent outbound requests in air-gapped or security-sensitive deployments....Connecting to a mail server or a database — explicit The overloads connect...a mail server or a remote database is an intended feature of...

    docs.groupdocs.com/parser/net/network-access-an...