ETL for LLMs
ETL for LLMs
ETL for LLMs
80% of enterprise data exists in difficult-to-use formats like HTML, PDF, CSV, PNG, PPTX, and more. Unstructured effortlessly extracts and transforms complex data for use with every major vector database and LLM framework.
It’s all we do, and we’re the only ones who do it.
80% of enterprise data exists in difficult-to-use formats like HTML, PDF, CSV, PNG, PPTX, and more. Unstructured effortlessly extracts and transforms complex data for use with every major vector database and LLM framework.
It’s all we do, and we’re the only ones who do it.
80% of enterprise data exists in difficult-to-use formats like HTML, PDF, CSV, PNG, PPTX, and more. Unstructured effortlessly extracts and transforms complex data for use with every major vector database and LLM framework.
It’s all we do, and we’re the only ones who do it.
How We Do It
We connect enterprise data to LLMs, no matter the source.
Our enterprise-grade connectors capture data wherever it lives, so we can transform it into AI-friendly JSON files for companies who are eager to fold AI into their business. You can count on Unstructured to deliver data that's curated, clean of artifacts, and most importantly, LLM-ready.
How We Do It
We connect enterprise data to LLMs, no matter the source.
Our enterprise-grade connectors capture data wherever it lives, so we can transform it into AI-friendly JSON files for companies who are eager to fold AI into their business. You can count on Unstructured to deliver data that's curated, clean of artifacts, and most importantly, LLM-ready.
How We Do It
We connect enterprise data to LLMs, no matter the source.

Our enterprise-grade connectors capture data wherever it lives, so we can transform it into AI-friendly JSON files for companies who are eager to fold AI into their business. You can count on Unstructured to deliver data that's curated, clean of artifacts, and most importantly, LLM-ready.
What Makes Us Different
What Makes Us Different
What Makes Us Different
Any document. Any file type. Any layout.
Any document. Any file type. Any layout.
Any document. Any file type. Any layout.

Large language models thrive when powered with clean, curated data. But most of this data is hard to find, hard to work with, and hard to clean. We make it easy.
Large language models thrive when powered with clean, curated data. But most of this data is hard to find, hard to work with, and hard to clean. We make it easy.
Large language models thrive when powered with clean, curated data. But most of this data is hard to find, hard to work with, and hard to clean. We make it easy.

More data science. Less data cleaning.
More data science. Less data cleaning.
Unstructured allows data scientists to pre-process data at scale so they spend less time collecting and cleaning, and more time modeling and analyzing.
Unstructured allows data scientists to pre-process data at scale so they spend less time collecting and cleaning, and more time modeling and analyzing.



More data science. Less data cleaning.
Unstructured allows data scientists to pre-process data at scale so they spend less time collecting and cleaning, and more time modeling and analyzing.

Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
Recommended by leaders in AI
“Unstructured has solved the most difficult part of building an LLM application: working with data.”
Harrison Chase
Co-Founder/CEO
“Unstructured has figured out how to transform any type of file to be LLM-ready. They are quite literally enabling the modern LLM stack.”
Chris Maddock
SVP Customer Engineering
“We count on Unstructured’s unmatched ETL capabilities to successfully provide LLM solutions to our customers.”
Ben Van Roo
Co-Founder/CEO
“Unstructured is the missing piece of the puzzle, the picks and shovels needed to create end-to-end, AI-native applications based on your own data.”
Bob van Luijt
Co-Founder/CEO
“Unstructured removes a critical bottleneck for enterprises and application developers by easily transforming raw natural language data into a LLM-native format.”
Andrew Davidson
SVP Products
“Unstructured has solved the most difficult part of building an LLM application: working with data.”
Harrison Chase
Co-Founder/CEO
“Unstructured has figured out how to transform any type of file to be LLM-ready. They are quite literally enabling the modern LLM stack.”
Chris Maddock
SVP Customer Engineering
“Unstructured is the missing piece of the puzzle, the picks and shovels needed to create end-to-end, AI-native applications based on your own data.”
Bob van Luijt
Co-Founder/CEO
“We count on Unstructured’s unmatched ETL capabilities to successfully provide LLM solutions to our customers.”
Ben Van Roo
Co-Founder/CEO
“Unstructured removes a critical bottleneck for enterprises and application developers by easily transforming raw natural language data into a LLM-native format.”
Andrew Davidson
SVP Products
“Unstructured has solved the most difficult part of building an LLM application: working with data.”
Harrison Chase
Co-Founder/CEO
“Unstructured has figured out how to transform any type of file to be LLM-ready. They are quite literally enabling the modern LLM stack.”
Chris Maddock
SVP Customer Engineering
“We count on Unstructured’s unmatched ETL capabilities to successfully provide LLM solutions to our customers.”
Ben Van Roo
Co-Founder/CEO
“Unstructured is the missing piece of the puzzle, the picks and shovels needed to create end-to-end, AI-native applications based on your own data.”
Bob van Luijt
Co-Founder/CEO
“Unstructured removes a critical bottleneck for enterprises and application developers by easily transforming raw natural language data into a LLM-native format.”
Andrew Davidson
SVP Products
“Unstructured has solved the most difficult part of building an LLM application: working with data.”
Harrison Chase
Co-Founder/CEO
“Unstructured has figured out how to transform any type of file to be LLM-ready. They are quite literally enabling the modern LLM stack.”
Chris Maddock
SVP Customer Engineering
“We count on Unstructured’s unmatched ETL capabilities to successfully provide LLM solutions to our customers.”
Ben Van Roo
Co-Founder/CEO
“Unstructured is the missing piece of the puzzle, the picks and shovels needed to create end-to-end, AI-native applications based on your own data.”
Bob van Luijt
Co-Founder/CEO
“Unstructured removes a critical bottleneck for enterprises and application developers by easily transforming raw natural language data into a LLM-native format.”
Andrew Davidson
SVP Products
“Unstructured has solved the most difficult part of building an LLM application: working with data.”
Harrison Chase
Co-Founder/CEO
“Unstructured has figured out how to transform any type of file to be LLM-ready. They are quite literally enabling the modern LLM stack.”
Chris Maddock
SVP Customer Engineering
“We count on Unstructured’s unmatched ETL capabilities to successfully provide LLM solutions to our customers.”
Ben Van Roo
Co-Founder/CEO
“Unstructured is the missing piece of the puzzle, the picks and shovels needed to create end-to-end, AI-native applications based on your own data.”
Bob van Luijt
Co-Founder/CEO
“Unstructured removes a critical bottleneck for enterprises and application developers by easily transforming raw natural language data into a LLM-native format.”
Andrew Davidson
SVP Products
“Unstructured has solved the most difficult part of building an LLM application: working with data.”
Harrison Chase
Co-Founder/CEO
“Unstructured has figured out how to transform any type of file to be LLM-ready. They are quite literally enabling the modern LLM stack.”
Chris Maddock
SVP Customer Engineering
“We count on Unstructured’s unmatched ETL capabilities to successfully provide LLM solutions to our customers.”
Ben Van Roo
Co-Founder/CEO
“Unstructured is the missing piece of the puzzle, the picks and shovels needed to create end-to-end, AI-native applications based on your own data.”
Bob van Luijt
Co-Founder/CEO
“Unstructured removes a critical bottleneck for enterprises and application developers by easily transforming raw natural language data into a LLM-native format.”
Andrew Davidson
SVP Products
With over
With over
💾
1,700,000 downloads
💾
1,700,000 downloads
, more
, more
than
than
🏢
100 Companies
🏢
100 Companies
utilizing
utilizing
our tools,
our tools,
multiple
multiple
🌍
government contracts
🌍
government contracts
, we’ve
, we’ve
quickly
quickly
become
become
the tool of choice
the tool of choice
for our
for our
community
community
of data
of data
scientists and engineers.
scientists and engineers.
Get your API key.
Get started in minutes with your API key and leverage the power of all your data.
Get your
API key.
Get started in minutes with your API key and leverage the power of all your data.
Get your
API key.
Get started in minutes with your API key and leverage the power of all your data.

Stay Up to Date
Stay Up to Date
Check out our thoughts on the rapidly changing LLM tech stack and how AI is supercharging productivity and innovation.
“The pace of development in the Large Language Model space has exploded and one of the most interesting storylines has been the rapid shift toward a new tech stack to support an entirely new engagement pattern.”
“The pace of development in the Large Language Model space has exploded and one of the most interesting storylines has been the rapid shift toward a new tech stack to support an entirely new engagement pattern.”

Brian Raymond
Brian Raymond
Founder/CEO
Founder/CEO
ETL for LLMs
ETL for LLMs
Raw to ML-ready
Raw to ML-ready
Natural Language Processing
Natural Language Processing
Enterprise-grade
Enterprise-grade

Stay Up to Date
Check out our thoughts on the rapidly changing LLM tech stack and how AI is supercharging productivity and innovation.
ETL for LLMs
“The pace of development in the Large Language Model space has exploded and one of the most interesting storylines has been the rapid shift toward a new tech stack to support an entirely new engagement pattern.”

Brian Raymond
Founder/CEO
Raw to ML-ready
Natural Language Processing
Enterprise-grade

Stay Up to Date
Check out our thoughts on the rapidly changing LLM tech stack and how AI is supercharging productivity and innovation.
ETL for LLMs
“The pace of development in the Large Language Model space has exploded and one of the most interesting storylines has been the rapid shift toward a new tech stack to support an entirely new engagement pattern.”

Brian Raymond
Founder/CEO
Raw to ML-ready
Natural Language Processing
Enterprise-grade
Join The Community
Join The Community
Connect with us
Connect with us
Connect with us
If you’d like to learn more, just jump into one of our communities. The Unstructured team has multiple open-source libraries to help you unlock data in ways you’ve never done before.
If you’d like to learn more, just jump into one of our communities. The Unstructured team has multiple open-source libraries to help you unlock data in ways you’ve never done before.
If you’d like to learn more, just jump into one of our communities. The Unstructured team has multiple open-source libraries to help you unlock data in ways you’ve never done before.