Overview

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Ingest and preprocess complex natural language data from any document, file type, or layout with Unstructured.

Under the hood, the Unstructured engine involves breaking a document into its constituent parts and identifying the document's structure, such as its header, tables, and body text. Unstructured provides diverse preprocessing strategies for documents each catering to different document types and requirements. Utilizing the optimal strategy enhances document element classification accuracy and extraction efficiency, which is crucial for image-based files and layout-intensive documents.

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Highlights

Transforms all your data for downstream analytics. Next-generation vision transformer for images, PDF, and table extraction
Enhanced models for table extraction, document hierarchy, and element classification. Chunks your data for LLM applications
Compatible with any embedding model, vector database, and LLM framework. API client libraries in multiple client languages (e.g. Python, Javascript)

Details

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Unstructured

Typical total price

This estimate is based on use of the seller's recommended configuration (m4.xlarge) in the US East (N. Virginia) Region. View pricing details

$4.60/hour

Features and programs

Financing for AWS Marketplace purchases

AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.

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Pricing

Unstructured API

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Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.

Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.

Region

Usage costs (121)

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Instance type	Product cost/hour	EC2 cost/hour	Total/hour
t2.nano	$1.10	$0.006	$1.106
t2.micro AWS Free Tier	$1.10	$0.012	$1.112
t2.small	$1.10	$0.023	$1.123
t2.medium	$2.20	$0.046	$2.246
t2.large	$2.20	$0.093	$2.293
t2.xlarge	$3.30	$0.186	$3.486
t2.2xlarge	$3.30	$0.371	$3.671
t3.nano	$2.20	$0.005	$2.205
t3.micro AWS Free Tier	$2.20	$0.01	$2.21
t3.small	$2.20	$0.021	$2.221

Additional AWS infrastructure costs

Type	Cost
EBS General Purpose SSD (gp3) volumes	$0.08/per GB/month of provisioned storage

Vendor refund policy

We do not currently support refunds, but you can cancel at any time.

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Usage information

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Delivery method

Version

Delivery details

64-bit (x86) Amazon Machine Image (AMI)

Amazon Machine Image (AMI)

An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.

Version release notes

1.0.51

Bump unstructured to 0.15.14-dev2

Additional details

Usage instructions

"To connect to the operating system, use SSH and the username rocky. You will need the same SSH Key Pair supplied during stack launch. For more details see the Unstructed API deployment guide here: https://docs.unstructured.io/api-reference/api-services/aws "

Resources

Vendor resources

What is Unstructured?

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