Unstructured

Document transformation APIs and pipelines for enterprise AI data

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PricingFreemium
Starting price$0.03/page
Free planYes
Free trialYes
APIYes
Open sourceYes
DeploymentCloud
Last verifiedAugust 3, 2026
Overview

Tool overview

Unstructured is listed under AI Infrastructure & MLOps AI tools.

Summary

What is Unstructured?

Unstructured transforms PDFs, Office files, HTML, images, and other content into structured elements for retrieval and AI workflows. It offers APIs, connectors, pipelines, open-source libraries, managed cloud, dedicated VPC, and in-VPC deployment.

Best fit

Best for

Teams preparing enterprise documents for production retrieval and AI pipelines

Audience

Who is it for?

Data engineering teamsRAG application developersEnterprise search groupsDocument operations teams
Recommendation

Decision note

Rebuilt from the original export under V412/V411 independent factual verification. Preview only; Apply requires Failures = 0, Warnings = 0, Unmapped = 0, Missing = 0, reviewed explicit clears, image import disabled or V380 PASS, representative edit-screen comparison, and a zero-change post-Apply Preview.

Capabilities

Key features

Document partitioning and structured element extraction

Connectors and pipelines for enterprise data sources

Hosted API, dedicated VPC, and in-VPC deployment

Apache-2.0 Python libraries and CLI tooling

Workflows

Use cases

Prepare documents for retrieval-augmented generation

Build enterprise ingestion pipelines

Transform files into structured JSON

Connect content repositories to vector databases

Strengths

Pros

  • Fifteen thousand free pages every month
  • Simple $0.03 per-page paid usage
  • Open-source and enterprise deployment options
Considerations

Limitations

The free allowance and pay-as-you-go pricing apply to the hosted platform and do not include every dedicated deployment cost.

Complex scans, tables, and layouts may need premium partitioning strategies and validation.

Cost

Pricing details

Pricing modelFreemium
Starting price$0.03/page
Free planYes
Free trialYes
Pricing context

Billing options

Free monthly allowanceUsage-based pagesEnterprise contract
Pricing context

Pricing note

The hosted plan includes 15,000 free pages each month. Usage above the allowance is $0.03 per page. Dedicated and in-VPC business deployments use custom commercial terms.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

Cloud storage

Databases

Enterprise content systems

Vector databases

MCP

Specs

Technical details

PlatformsWeb, API
Multilingual supportUnknown
Login requiredYes
Open sourceYes
LicenseApache-2.0
DeploymentCloud
CompanyUnstructured
Current version0.23.1
Models / versionsUnstructured API Unstructured open-source library
Editions / plansFree, Basic, Professional, Organization, and Custom plans
Data confidenceHigh
Last verifiedAugust 3, 2026
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Answers

Frequently asked questions

Unstructured transforms PDFs, Office files, HTML, images, and other content into structured elements for retrieval and AI workflows. It offers APIs, connectors, pipelines, open-source libraries, managed cloud, dedicated VPC, and in-VPC deployment.
Teams preparing enterprise documents for production retrieval and AI pipelines
The listed pricing model for Unstructured is Freemium. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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