Unstructured
Verified Oct 2, 2026 ActiveTurns PDFs, scans, slides, emails and other messy files into clean structured data for RAG and LLM pipelines.
Listed on EffectHub ·
Pricing
- Pricing model
- Freemium
The hosted platform gives 10,000 free pages with no card, then pay-as-you-go at $0.015 per page. A Business plan with multi-user accounts and dedicated, VPC or bare-metal deployment is quoted on request. No monthly price is listed, so none is recorded. The open-source library is free.
Use tool ↗About Unstructured
Unstructured parses more than 60 file types, including PDFs, scans, images, emails and presentations, into typed elements with tables, reading order and metadata preserved. It is available as a hosted platform with an API and connectors to storage and vector databases, and as an open-source Python library under Apache-2.0 that you can run yourself. Teams use it to chunk and embed documents before loading them into a vector store, and larger customers can run it in a VPC or on dedicated infrastructure. The company is Unstructured Technologies, founded in 2022 around the open-source project.
- API
- Yes
- Last verified
- Oct 2, 2026
Verified sources
- Pricing page: 10,000 free pages, then $0.015 per page, Business plan by contactunstructured.io ↗
- Vendor home page: parsing of 65+ file types, platform, open-source library and APIunstructured.io ↗
- GitHub repository: Apache-2.0 licence, created September 2022github.com ↗
Is Unstructured legit?
We don’t label tools safe or unsafe. Below are the records we checked ourselves, each with the date we read it.
- Last checked
- Oct 2, 2026The site answered
- On the market since
- 2022The vendor's own material, read by us
- Operated by
- Unstructured Technologies, United StatesOur research, card verified Oct 2, 2026
Pros & cons of Unstructured
A solid first stop when your RAG project is blocked by awkward PDFs, tables and scans. It suits developers who want a library to start with and a hosted API when volume grows. Teams with only clean text sources will not need it.
Pros
- Open-source library with a large community and an Apache-2.0 licence
- Hosted free tier of 10,000 pages with no card required
- Table extraction, OCR and layout order are handled for many file types
- Connectors to common storage and vector stores
Cons
- Per-page billing can add up on large archives
- Business pricing is not published
- Parsing quality on difficult layouts still needs checking against your own documents
Best for
- Developers preparing mixed document collections for RAG or fine-tuning
- Enterprises that need document ingestion in a private cloud with compliance paperwork
Not for
- Projects whose sources are already clean text or structured databases
- Hobbyists who want a chat-with-your-PDF app rather than an ingestion pipeline
Watch out: The hosted service bills by page after the free 10,000, so a large backlog of long PDFs can cost real money; test a sample batch and compare it with the open-source library before committing.
Top alternatives to Unstructured
Unstructured head-to-head
Side-by-side fact sheets against the competitors our research or their makers name — pricing, platforms, API and both verdicts on one page.
Also used for
AI tools by profession
Data Pipelines & ETL is one of the jobs on this page: