Raw text loses meaning
Invoices, statements, and reports often flatten into loose text. Totals, tables, dates, and footnotes become easy for AI systems to misread.
AI-ready PDF data
Raw PDF text makes AI guess. DocuShell Parse API extracts tables, coordinates, metadata, and source-aware artifacts so RAG pipelines get cleaner context with fewer wasted tokens.
Sample PDFs and JSON output previews. No signup needed to inspect results.
AI Pain Point
PDF hallucinations start with bad extraction.
If the model receives flattened text, it guesses. Give it deterministic fields, tables, and source context instead.
RAG needs citations
DocuShell Parse API returns page context, coordinates, and structured artifacts so answers can point back to the source instead of guessing.
Rules need stable fields
Use deterministic JSON for vendor names, invoice totals, dates, line items, tables, and other fields your application must trust.
Use Parse APIParse API
Deterministic extraction for RAG and rules.
Use DocuShell Parse API when an AI app, finance workflow, legal review, or operations system needs stable document data. Parse once, return structured outputs, then feed RAG or rule-based logic with fields your product can verify.
- Deterministic JSON for RAG and rule-based pipelines
- Tables, layout, metadata, and page coordinates
- Source-aware artifacts that reduce hallucinated answers
- Queued workers for parsing, rendering, compression, and conversion
invoice.json
{
"invoice_number": "INV-2048",
"vendor_name": "Northline Office Co.",
"invoice_total": 8420.50,
"due_date": "2026-05-31",
"line_items": 2,
"source": { "page": 1, "bbox": [72, 96, 516, 214] }
}Extraction Flow
From messy PDF to verified context.
Validate the document, preserve structure, return artifacts, and keep source context available for review.
Security
Built for enterprise security.
Sensitive PDFs need more than a promise. DocuShell validates inputs, isolates processing, streams results, and keeps temporary storage short-lived.
Validate
Schema and PDF checks run before a job is accepted.
Process
Workers handle documents in isolated processing paths.
Stream
Results are returned for one-time download flows.
Delete
Temporary files are swept within the 1-hour retention window.
Zero-trust file handling
PDFs are checked before work is queued, including schema validation and file-type verification.
Ephemeral storage
Uploaded and generated files are temporary, with cleanup designed around a 1-hour retention window.
Private network protection
Webpage capture blocks localhost, intranet, and metadata IP ranges before rendering.
LLM privacy boundary
Parse workflows are framed around deterministic extraction instead of training on customer documents.
FAQ
Answers before you upload or integrate.
Quick notes on AI-ready parsing, browser tools, secure workers, and developer APIs.
How does DocuShell help reduce AI hallucinations from PDFs?+
DocuShell Parse API returns deterministic JSON, tables, layout metadata, and source context from PDFs. That gives RAG systems and rule-based workflows structured data instead of loose text that can cause AI systems to guess.
Can I use DocuShell for rule-based PDF extraction?+
Yes. DocuShell can parse invoices, statements, forms, reports, and tables into stable fields and artifacts that work with deterministic business rules, audits, dashboards, and review workflows.
Do all DocuShell PDF tools upload my files?+
No. DocuShell uses browser-first processing whenever the task can run locally. Workflows that need server resources, such as webpage capture, stronger compression, parsing, or DOCX conversion, use secure cloud workers with temporary processing rules.
Does DocuShell offer APIs for developers?+
Yes. Developers can use the DocuShell API Hub for authenticated PDF parsing, structured JSON output, table extraction, conversion, compression, webpage rendering, queued jobs, status polling, and downloadable artifacts.
Are DocuShell tools free to use?+
DocuShell provides free browser PDF tools for common tasks such as compressing, merging, splitting, rotating, organizing, protecting, and extracting PDF content. Some advanced automation and API usage is tied to account plans and credits.
Ready when the file is
Start with the PDF task in front of you.
Choose a tool, upload a PDF or paste a URL, and finish the job without installing desktop software.
PDF Tools
Need a quick, one-off file fix?
Use the free browser tools for compressing, merging, splitting, converting, protecting, rotating, or capturing PDFs.
Drop up to 5 PDFs here, or choose files
Guides
Practical guides for PDF data problems.
Read clear steps for compression, conversion, extraction, privacy tradeoffs, and when API parsing is better than a manual tool.
Extract data from PDFs, not just pages.
Pull tables, text, and fields into structured JSON for AI apps, search, dashboards, and rule-based workflows.