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How document upload and processing work
After you select Create course, LoreGraph validates the file, checks whether the same source is already available, uploads new bytes, and creates a processing job.
The pipeline extracts and organizes the document, validates its sections, builds a blueprint, and pauses at Plan ready for review before lesson generation.
Validate the source
LoreGraph checks the extension and file size before upload.
Check for an existing source
LoreGraph fingerprints the file and checks for an identical source. A reusable result is reused automatically, and an unfinished matching job can resume.
Upload new content
If the source is new, LoreGraph uploads it and creates the course-processing job.
Apply the current defaults
LoreGraph enables its current assessment defaults and sends the job to planning review. There is no separate generation-options screen.
Follow processing
Watch stages such as Extracting document, Organizing sections, Validating content, Summarizing sections, and Building blueprint.
Review the plan
When the status becomes Plan ready for review, inspect or edit the plan before approving lesson generation.
You can leave the page
The job state is saved in the background. Reopen its workspace card to resume progress or plan review.
If processing fails
Use Retry processing when that action appears. Course or storage limit errors must be resolved before creation can continue.