Skip to main content

Documentation Index

Fetch the complete documentation index at: https://www.doc-reviewer.site/llms.txt

Use this file to discover all available pages before exploring further.

When you upload a document, Doc Reviewer parses its structure, splits it into sections, and automatically classifies each section as an instruction, a possible instruction, or non-instructional content. You can review and adjust those classifications before running an evaluation.
Supported file formats: PDF, DOCX, Markdown (.md), and TXT.

​
Upload a document

1

Open the Projects page

Navigate to Projects in the sidebar and open the project you want to add a document to. If you have not created a project yet, create one first — assigning a document to a project lets the LLM use product context during evaluation.
2

Upload or drag and drop

On the project page, click Upload document or drag a file directly onto the upload area. You can also upload from the Evaluation page header if you prefer to work outside of a project.
3

Select a file

Choose a file in PDF, DOCX, .md, or .txt format. Files over the supported formats are rejected immediately with an error message.
4

Resolve conflicts, if any

If a document with the same filename already exists, the app shows a conflict dialog. Choose one of two options:
  • Replace — delete the existing document and all its evaluation results, then upload the new file.
  • Keep both — upload the new file under the same name as a separate document entry.
5

Wait for parsing and classification

Doc Reviewer parses the file, extracts the section hierarchy, and runs automatic instruction detection on each section. This step completes in a few seconds for most documents. A progress indicator appears while parsing is in progress.
6

Review the document tree

Once parsing finishes, the document opens in the Evaluation page. The left panel shows the document tree with all detected sections. Each section displays its classification badge: instruction, possible, or non-instruction.Click any section to preview its content in the detail panel. You can change a section’s classification manually by clicking the badge and selecting a different value. You can also toggle whether a section is included in the next evaluation run.
For the most accurate evaluation results, assign the document to a project that has product context set. Product context tells the LLM the product name, audience, and key terminology — this improves criterion scoring for domain-specific instructions. See Projects → Generate context on your project page.

​
What happens after upload

After a successful upload, Doc Reviewer has:
  • Stored the parsed section hierarchy in the local SQLite database
  • Assigned each section one of three classifications:
    • instruction — the section is clearly a step-by-step procedure
    • possible — the section may contain instructions (marked for human review)
    • non-instruction — the section is introductory, conceptual, or reference material
  • Made the document available for evaluation
Only sections classified as instruction or possible are included in an evaluation run by default. You can manually include or exclude individual sections using the toggle in the document tree.