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97 changes: 63 additions & 34 deletions ai/ai-document-understanding/README.md
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Oracle Cloud Infrastructure (OCI) Document Understanding is an AI service that enables developers to extract text, tables, and other key data from document files through APIs and command-line interface tools. With OCI Document Understanding, you can automate tedious business processing tasks with prebuilt AI models and customize document extraction to fit your industry-specific needs.

Reviewed: 17.10.2024
Reviewed: 11.06.2025


# Table of Contents

- [Document Understanding](#document-understanding)
- [Table of Contents](#table-of-contents)
- [Team Publications](#team-publications)
- [Reusable Assets Overview](#reusable-assets-overview)
- [Useful Links](#useful-links)
- [LiveLabs and Workshops](#livelabs-and-workshops)
- [Customer Stories](#customer-stories)
- [License](#license)
1. [Team Publications](#team-publications)
2. [Useful Links](#useful-links)
3. [Reusable Assets Overview](#reusable-assets-overview)

# Team Publications

## LiveLabs and Workshops

- [Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585)
- [Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3762)
- [Develop with Oracle AI and Database Services: Gen, Vision, Speech, Language, OML, Select AI, RAG and Vector](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3874&clear=RR,180&session=10041712875174)
- [Search Documents and Images stored in Object Storage using OpenSearch, AI Vision, Text Recognition](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3442)

## GitHub

- [Invoice Document Processing from Gmail into ERP systems using OCI Document Understanding & Oracle Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/ai-document-understanding/ai-email-invoice)

## Architecture Center

- [Search documents and images stored in Object Storage using OpenSearch, OCI Vision, Text Recognition](https://docs.oracle.com/en/solutions/oci-opensearch-vision/index.html)
- [Enable a Low Code Modular LLM App Engine using Oracle Integration and OCI Generative AI](https://docs.oracle.com/en/solutions/oci-generative-ai-integration/index.html)
- [Use OCI Vision + DU to extract data from images and scanned documents](https://docs.oracle.com/en/solutions/ai-vision-extract-data/index.html)

## Reusable Assets Overview
# Useful Links

- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
- [Document Understanding Oracle.com Page](https://www.oracle.com/artificial-intelligence/document-understanding/)
- [Document Understanding Documentation](https://docs.oracle.com/iaas/document-understanding/document-understanding/using/home.htm)
- [Announcing OCI Document Understanding custom model support (June 14, 2023)](https://blogs.oracle.com/ai-and-datascience/post/oci-document-understanding-custom-model-support)
- [Announcing OCI Document Understanding service (December 8, 2022)](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-document-understanding-service)
- [Automate with documents using AI](https://blogs.oracle.com/ai-and-datascience/post/automate-documents-using-ai)
- [Oracle Learning YouTube Playlist - OCI Document Understanding Service](https://youtube.com/playlist?list=PLKCk3OyNwIzt1x62El9gGGeNaQr0va58c)
- [GitHub Examples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/master/labs/ai-document-understanding)

## Customer Stories

- [Trailcon Leasing: Low-code and AI for Automating Invoice Processing & Approval Workflow](https://www.youtube.com/watch?v=TsbNU6xdQPw)
- [Careem increases efficiency and cuts invoice process time 70% with Oracle AI](https://www.oracle.com/customers/careem-case-study/)

# Reusable Assets Overview

## Cloud Coaching
- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
- Learn how to Develop a Multi-Chain Document Evaluation Apps with Oracle Generative AI, Document Understanding, and Integration Cloud.

- [Blog: Document Evaluation Tool using OCI Generative AI, Document Understanding & Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/generative-ai-service/doc-evaluation-genai)
- In this article, we'll explore how to make a handy tool that helps to evaluate documents using Oracle Generative AI, OCI Document Understanding, and Oracle Integration Cloud (OIC). This application combines a low-code approach to orchestrate LLM AI services and applications using Oracle Integration Cloud and Generative AI prompting techniques for tasks like document key criteria extraction, summarization, and evaluation.

- [Cloud Coaching - How to code and develop a Web (or Mobile) Application with Visual Builder that uses and leverages OCI Document Understanding Service](https://youtu.be/0oHixpA9JDc?si=3CWh0d2RpuEzzLKU)
Learn how to create applications that read, modify, and classify documents with a couple of clicks using our low code development platform and some of the OCI AI services offering
- Learn how to create applications that read, modify, and classify documents with a couple of clicks using our low code development platform and some of the OCI AI services offering

- [Cloud Coaching - AI Based & Real Time Gmail Invoice Documents Processing into Oracle Fusion ERP Cloud](https://youtu.be/wq7HH-WYslU?si=wBqH5eEkcC0hYKqj)
How can you speed up your Account Payable Invoice Processing Cycle? Document Understanding and OCI Intelligent Automation Engine running on top of Oracle Fusion ERP Cloud can help:
Expand All @@ -42,33 +66,38 @@ Reviewed: 17.10.2024

- [Oracle AI Invoice Handling Solution](https://github.com/oracle-devrel/oci-ai-invoice-handling)

- [Demo: Automate Invoice Handling - Oracle Integration Cloud & AI Document Understanding Service](https://youtu.be/k72CcNhmOjs)
- [Smarter Apps with AI, OIC partner community webcast June 2023](https://videohub.oracle.com/media/Smarter+AI+Apps+with+OIC+partner+community+webcast+June+2023-1080p30/1_m2yjnvf9)
- OCI Language and Document Understanding are cloud-based AI services for performing sophisticated text analysis and extracting data from all kinds of documents e.g. Passport, Driving License, Invoices, Receipts, etc. You can use these services to build intelligent applications by leveraging REST APIs. You can use these services to build intelligent applications by leveraging REST APIs and automating using Oracle Integration Cloud. This allows you to process unstructured text for use cases such as sentiment analysis, service ticket classification, document extraction, and more using pre-trained models or your own custom models leveraging OCI Data Labelling.
- [Document Understanding (Insurance Document) Key Value extraction demo](https://youtu.be/QsFqaRxtV1s)
- [Cloud Customer Connect - How to Train Your Oracle AI Cloud Service Model](https://community.oracle.com/customerconnect/events/604740-oci-how-to-train-your-oracle-ai-cloud-service-model)
- In this session, we demonstrate how you can use OCI AI services, to create custom models using the data labeling, vision, and document understanding service.
- [Cloud Coaching - Low Code Modular RAG-based Knowledge Search Engine using Oracle GenAI](https://www.youtube.com/watch?v=KkVomurY_0Q)
- In this coaching session, you’ll learn how to use low-code integration with Oracle Integration Cloud to integrate and orchestrate social media channels like WhatsApp, Business channels like a Web Application built in Oracle Visual Builder, productivity channels like OCI Object Storage, local large and small language models (LLMs), and vector databases to ingest live data into the RAG-based Knowledge Search Engine store.

# Useful Links
## Blogs

- [Automate with documents using AI](https://blogs.oracle.com/ai-and-datascience/post/automate-documents-using-ai)
- [Oracle Learning YouTube Playlist - OCI Document Understanding Service](https://youtube.com/playlist?list=PLKCk3OyNwIzt1x62El9gGGeNaQr0va58c)
- [GitHub Examples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/master/labs/ai-document-understanding)
- [Announcing OCI Document Understanding custom model support (June 14, 2023)](https://blogs.oracle.com/ai-and-datascience/post/oci-document-understanding-custom-model-support)
- [Announcing OCI Document Understanding service (December 8, 2022)](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-document-understanding-service)
- [Document Evaluation Tool using OCI Generative AI, Document Understanding & Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/generative-ai-service/doc-evaluation-genai)
- In this article, we'll explore how to make a handy tool that helps to evaluate documents using Oracle Generative AI, OCI Document Understanding, and Oracle Integration Cloud (OIC). This application combines a low-code approach to orchestrate LLM AI services and applications using Oracle Integration Cloud and Generative AI prompting techniques for tasks like document key criteria extraction, summarization, and evaluation.

- [Document Understanding Oracle.com Page](https://www.oracle.com/artificial-intelligence/document-understanding/)
- [Document Understanding Documentation](https://docs.oracle.com/iaas/document-understanding/document-understanding/using/home.htm)
- [Create a Custom Document Understanding Model in OCI](https://blogs.oracle.com/analytics/post/create-a-custom-document-understanding-model-in-oci)
- Explore which are the steps to create custom models in Document Understanding and which models can be customized. Custom models are useful for specific business requirements, when pretrained models are not enough to solve those needs.

## LiveLabs and Workshops

- [Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585)
- [Register and Invoke Custom Document Understanding Models in Oracle Analytics Cloud](https://blogs.oracle.com/analytics/post/register-and-invoke-custom-document-understanding-models-in-oac)
- Learn about custom Document Understanding models and how to register and invoke a custom key value extraction model from OAC.

- [OCI Document Understanding: Using OJET apps with TypeScript](https://blogs.oracle.com/developers/post/oci-document-understanding-using-ojet-apps-with-typescript)

- [Extract key values with Oracle Analytics and OCI Document Understanding](https://blogs.oracle.com/analytics/post/innovate-with-oracle-analytics-and-ai-document-understanding)


## Demos & Events

- [Demo: Automate Invoice Handling - Oracle Integration Cloud & AI Document Understanding Service](https://youtu.be/k72CcNhmOjs)
- [Smarter Apps with AI, OIC partner community webcast June 2023](https://videohub.oracle.com/media/Smarter+AI+Apps+with+OIC+partner+community+webcast+June+2023-1080p30/1_m2yjnvf9)
- OCI Language and Document Understanding are cloud-based AI services for performing sophisticated text analysis and extracting data from all kinds of documents e.g. Passport, Driving License, Invoices, Receipts, etc. You can use these services to build intelligent applications by leveraging REST APIs. You can use these services to build intelligent applications by leveraging REST APIs and automating using Oracle Integration Cloud. This allows you to process unstructured text for use cases such as sentiment analysis, service ticket classification, document extraction, and more using pre-trained models or your own custom models leveraging OCI Data Labelling.
- [Document Understanding (Insurance Document) Key Value extraction demo](https://youtu.be/QsFqaRxtV1s)
- [Cloud Customer Connect - How to Train Your Oracle AI Cloud Service Model](https://community.oracle.com/customerconnect/events/604740-oci-how-to-train-your-oracle-ai-cloud-service-model)
- In this session, we demonstrate how you can use OCI AI services, to create custom models using the data labeling, vision, and document understanding service.
- [Low-Code Modular RAG-Based Knowledge Search Engine](https://www.oracle.com/artificial-intelligence/low-code-modular-rag/)
- [Automate Invoice Handling with OCI Document Understanding](https://www.oracle.com/artificial-intelligence/automate-invoice-processing/)
- [Processing Invoices in Email Using OCI Document Understanding and Oracle Integration Cloud](https://www.oracle.com/artificial-intelligence/processing-invoices-in-email/)
- [Evaluating Documents using OCI Generative AI and OCI Document Understanding](https://www.oracle.com/artificial-intelligence/evaluating-document/)

## Customer Stories

- [Trailcon Leasing: Low-code and AI for Automating Invoice Processing & Approval Workflow](https://www.youtube.com/watch?v=TsbNU6xdQPw)

# License

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