Private documents. Exact JSON.
Run structured extraction and document-to-Markdown parsing locally from the UI, CLI, or REST API.
Local-first document AI · Developer preview
01 · Define
Describe the JSON you need
Combine focused instructions with a validated extraction schema.
02 · Extract
Extract JSON or parse Markdown
Keep page attribution while using the bundled runtime or a provider you choose.
03 · Integrate
Build on one stable contract
Drive the same resources through the Web UI, CLI, or OpenAPI 3.1 API.
Choose your path
Section titled “Choose your path”01
Learn ParseHawk by extracting a receipt
Install the local stack, run a known fixture, and inspect validated JSON.
02
Parse a document to Markdown
Use the prebuilt parser and consume complete-document or per-page Markdown.
03
Connect your model provider
Use the bundled NuExtract3 runtime, OpenAI, Microsoft Foundry, Ollama, or another OpenAI-compatible endpoint.
04
Integrate the REST API
Use generated endpoint documentation, exact schemas, and copyable requests.
Start with a successful local run.
The first-extraction tutorial takes you from a fresh checkout to structured JSON with a bundled receipt fixture.