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Insurance claim files turned into Markdown chunks for RAG with GroupDocs.Parser for Java

Prepare Documents for RAG in Java: Claim Files to Cited Markdown Chunks

Claims and policy teams store knowledge in emails, attachments, PDFs and ZIP uploads. This guide shows how GroupDocs.Parser for Java converts those files to LLM-ready Markdown, chunks them by headings and keeps attachment lineage, all on your own servers.
· GroupDocs Team · 8 min
Before and after: email attachments and Word pages read into Spring AI with GroupDocs.Parser for Java

Stop Losing Email Attachments in Your Spring AI RAG Index: A GroupDocs.Parser DocumentReader for Java

A Spring AI DocumentReader built on GroupDocs.Parser for Java turns Word manuals, PDFs, email attachments and ZIP members into page-level Documents with lineage metadata, so a RAG answer can cite the attachment and page it came from.
· GroupDocs Team · 8 min

Releasing GroupDocs.Parser for Java – A Convenient Document Parser API

We are pleased to announce that the first version of GroupDocs.Parser for Java has been released. GroupDocs.Parser for Java allows the Java developers to extract raw and formatted text from the popular document formats. The API also supports working with containers such as ZIP and email containers. You can also access the metadata attached to the documents using a few lines of code. Please continue to read more about the features and the file formats supported by the API.
· Usman Aziz · 2 min

Upcoming Release of GroupDocs.Parser for Java

We are excited to announce that GroupDocs.Parser is coming soon to Java platform as GroupDocs.Parser for Java. It will be an easy to use back-end API that will permit the users to extractraw and formattedtext from the supported document formats. Besides, it will also allow the users to extract the metadata from the popular document formats. GroupDocs.Parser for Java will soon be available for download. Salient Features of GroupDocs.Parser for Java GroupDocs.
· Usman Aziz · 2 min