I need a reliable way to turn uploaded files into clean text for summarization and question answering.

This feature converts uploaded files into clean, readable text so they can be summarized and used for question answering. It helps ensure the extracted text is consistent and usable, reducing the need for manual copy-pasting or cleanup.

This feature provides a dependable way to transform uploaded files into clean text that can be fed into summarization and question-answering workflows. Users upload a document and receive a text output that is ready for downstream analysis. The primary goal is to make extracted content easier to read, search, and process without extensive manual formatting fixes. By standardizing the text output, it improves the quality of summaries and the accuracy of answers generated from the document content. It is especially useful when handling a variety of file sources where formatting and structure may differ. The feature supports common knowledge-work tasks like reviewing reports, extracting key points, and asking targeted questions about a document’s contents. It reduces time spent retyping or copying content from files into other tools. It also helps teams create repeatable workflows for turning documents into usable text for analysis. Typical use cases include summarizing long documents, preparing content for internal knowledge bases, and enabling Q&A over uploaded materials.