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Unstructured

Unstructured API twin for document workflows

Test document-processing agents that partition files and run ingestion workflows.

Unstructured service contract

Unstructured

Validate document ingestion and partitioning workflows. Test document agents without calling production Unstructured APIs.

Interfaces

REST APIMCPCLI

Workflows

Validate document ingestion and partitioning workflows

Seeded state

Seed API keys, sources, destinations, workflows, jobs, documents, and deterministic job status and result data.

Run isolation

Test document agents without calling production Unstructured APIs

Use Unstructured in staging without using production.

Validate document ingestion and partitioning workflows

Seed source, destination, workflow, and job states

Test document agents without calling production Unstructured APIs

Provision the Unstructured twin from the CLI.

Install the Arga CLI, sign in once, then create a 60-minute twin run. The command waits until the environment is ready and prints its connection details.

Terminal

$ uv tool install arga-cli$ arga login$ arga twin-runs create --twins unstructured --ttl 60 --wait

Add --scenario-prompt to describe the state the twin should start with.

Build with the Unstructured twin

Connect the twin, seed realistic state, and run scenarios against a resettable service.

Make your agents more capablein the real world.

Spin up isolated environments with API twins, full traces, and production-data for apps and agents that need to act.