Docuoria

Turn your PDFs into structured data

Template-driven extraction that runs on your machine. Same PDF + same template = same result, every time.

Why Docuoria

Deterministic, private, and AI-native — reliable document extraction that works on your machine, not in someone else's cloud.

Deterministic

Same inputs, same outputs, every time. No probabilistic surprises — your extraction results are repeatable and predictable.

Private

Your PDFs never leave your machine. The engine processes everything locally — no cloud uploads, no third-party access.

AI-Native

Install the plugin into your AI agent in one command. Works with GitHub Copilot, Claude Code, Cursor, and VS Code AI Toolkit.

Everything You Need

A complete extraction platform — from template authoring to structured output — with no cloud dependencies.

Seven Match Rules

Classify PDFs automatically using file names, metadata, text patterns, spatial anchors, page geometry, table structure, or composite logic.

Five Extraction Sources

Pull data using regex patterns, spatial bounding boxes, PDF metadata, table cells, or row iteration — with fallback chains.

Pipeline Steps

Extract, transform, retrieve, run scripts, and publish — a flexible pipeline that handles any document workflow.

Field Transforms

Clean, convert, rename, and calculate across fields automatically. Shapes your data exactly how you need it.

CSV & JSON Output

Get structured output ready for Excel, Google Sheets, or any app that reads CSV or JSON.

Your AI Agent Does the Work

Just tell your AI agent what you need. It can preview a PDF, test a template, and extract data — all through conversation.

How It Works

Three steps from raw PDF to structured data.

1

Match

Template classification — match rules evaluate the PDF and select the right template.

2

Extract

Data extraction and transformation — the pipeline runs steps to pull and shape your data.

3

Output

Structured result generation — the engine emits CSV or JSON ready for downstream use.

Ready to extract structured data from your PDFs?

Get started in under 5 minutes — install the AI plugin and ask your agent to extract data from any PDF.