knowledge-ingest

Upload a file (PDF, DOCX, PPTX, XLSX, HTML, EPUB, image) or URL to the Knowledge base. Triggers Marker parsing, chunking, embedding, and async classification. Use when the user says 'index this PDF', 'add this URL to the knowledge base', 'upload these files to Academy', or pastes a file path/URL with ingestion intent.