unstructuredio/SCORE-Bench · Datasets at Hugging Face

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Problem → Solution
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Problem The world runs on documents. And yet, 80% of this information is trapped in inaccessible formats. Businesses have long struggled to unlock this data, leading to inefficient decision-making, and repetitive work.
Solution Unstructured captures this unstructured data wherever it lives and transforms it into AI-friendly JSON files for companies who are eager to fold AI into their business.

Leverage Unstructured for:
Retrieval Augmented Generation (RAG)
Fine-Tuning Models
Pre-Training Models
Traditional Extract, Transform, Load (ETL)
Turn me over
>
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Feature Differentiators
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Extensive File Type Support + Document Format Flexibility
Classification of 30 Unique Document Elements
Smart-Chunking
World-Class Image + Table Extraction
Reading Order Detection + Hierarchy Recognition
Multilingual + Multimedia Support
Scheduling + Workflow Automation
GPU & CPU Tiering + Low-Latency Pipelines
Industry-Leading Accuracy: Our metrics reveal a word accuracy rate of 93.1%, surpassing the performance of Textract and GPT-4


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Key Value Opportunities
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Drastically Reduces Time and Labor Spent on Data Engineering
Accelerates the Deployment of AI/ML (including LLM) Solutions on Enterprise Data and Customer-Managed Networks
Improves Retrieval Augmented Generation (RAG) Performance with Smartly-Chunked, Higher-Quality Data
Eases Integration of Novel Data
Deploys as Modular “Microservice”


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Retrieval Augmented Generation (RAG) Systems
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Your Data Store CX PDF UNSTRUCTURED Extract, Transform, Stage JSON [;] Vector Database Orchestration Framework LLM Endpoint
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Get Started
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Commercial API
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API UNSTRUCTURED
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For single-batch, production-grade document preprocessing without worrying about any custom code to get started.
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Commercial Platform
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UNSTRUCTURED
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For enterprises and high-growth companies looking to automatically and continuously retrieve, transform, and stage their data for LLMs.
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Want To Learn More?
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Or reach out to a member of our sales team.
sales@unstructured.io
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SELECTED OPERATING PERFORMANCE ITEMS
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The following represents a summary of select 2023 year-over-year operating comparisons to 2022.

Consolidated revenues increased by 15%, UnitedHealthcare revenues increased 13% and Optum revenues grew 24%.
UnitedHealthcare served nearly 1.1 million more people, driven by growth in commercial and senior offerings.
Earnings from operations increased by 14%, including an increase of 14% at UnitedHealthcare and 13% at Optum.

--------------------------------------------------- Unstructured Sub-Title Begin

Problem → Solution

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Problem The world runs on documents. And yet, 80% of this information is trapped in inaccessible formats. Businesses have long struggled to unlock this data, leading to inefficient decision-making, and repetitive work.

Solution Unstructured captures this unstructured data wherever it lives and transforms it into AI-friendly JSON files for companies who are eager to fold AI into their business.

Leverage Unstructured for:

Retrieval Augmented Generation (RAG)

Fine-Tuning Models

Pre-Training Models

Traditional Extract, Transform, Load (ETL)

Turn me over

>

--------------------------------------------------- Unstructured Plain Text Format 1.0.3

--------------------------------------------------- Unstructured Sub-Title Begin

Feature Differentiators

--------------------------------------------------- Unstructured Sub-Title End

Extensive File Type Support + Document Format Flexibility

Classification of 30 Unique Document Elements

Smart-Chunking

World-Class Image + Table Extraction

Reading Order Detection + Hierarchy Recognition

Multilingual + Multimedia Support

Scheduling + Workflow Automation

GPU & CPU Tiering + Low-Latency Pipelines

Industry-Leading Accuracy: Our metrics reveal a word accuracy rate of 93.1%, surpassing the performance of Textract and GPT-4

--------------------------------------------------- Unstructured Sub-Title Begin

Key Value Opportunities

--------------------------------------------------- Unstructured Sub-Title End

Drastically Reduces Time and Labor Spent on Data Engineering

Accelerates the Deployment of AI/ML (including LLM) Solutions on Enterprise Data and Customer-Managed Networks

Improves Retrieval Augmented Generation (RAG) Performance with Smartly-Chunked, Higher-Quality Data

Eases Integration of Novel Data

Deploys as Modular “Microservice”

--------------------------------------------------- Unstructured Caption Begin

Retrieval Augmented Generation (RAG) Systems

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Image Begin

Your Data Store CX PDF UNSTRUCTURED Extract, Transform, Stage JSON [;] Vector Database Orchestration Framework LLM Endpoint

--------------------------------------------------- Unstructured Image End

--------------------------------------------------- Unstructured Sub-Title Begin

Get Started

--------------------------------------------------- Unstructured Sub-Title End

--------------------------------------------------- Unstructured Caption Begin

Commercial API

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Image Begin

API UNSTRUCTURED

--------------------------------------------------- Unstructured Image End

--------------------------------------------------- Unstructured Caption Begin

For single-batch, production-grade document preprocessing without worrying about any custom code to get started.

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Caption Begin

Commercial Platform

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Image Begin

UNSTRUCTURED

--------------------------------------------------- Unstructured Image End

--------------------------------------------------- Unstructured Caption Begin

For enterprises and high-growth companies looking to automatically and continuously retrieve, transform, and stage their data for LLMs.

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Caption Begin

Want To Learn More?

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Image Begin

--------------------------------------------------- Unstructured Image End

--------------------------------------------------- Unstructured Caption Begin

Or reach out to a member of our sales team.

sales@unstructured.io

--------------------------------------------------- Unstructured Caption End

--------------------------------------------------- Unstructured Plain Text Format 1.0.3

--------------------------------------------------- Unstructured Sub-Title Begin

SELECTED OPERATING PERFORMANCE ITEMS

--------------------------------------------------- Unstructured Sub-Title End

The following represents a summary of select 2023 year-over-year operating comparisons to 2022.

Consolidated revenues increased by 15%, UnitedHealthcare revenues increased 13% and Optum revenues grew 24%.

UnitedHealthcare served nearly 1.1 million more people, driven by growth in commercial and senior offerings.

Earnings from operations increased by 14%, including an increase of 14% at UnitedHealthcare and 13% at Optum.