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ai-and-app-modernisation/README.md

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# AI and App Modernisation
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On Oracle Cloud Infrastructure (OCI), developers find a comprehensive portfolio of tools and developer services to build new cloud native applications, modernize, and extend enterprise applications.
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This area includes Cloud Native Services, Application Integration, AI Cloud Services, Content Management, as well as many other exciting services that can be used to develop, optimize and extend your applications.
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On Oracle Cloud Infrastructure (OCI), business users and developers find a comprehensive portfolio of tools and services to create, modernize, and extend enterprise applications.
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Also, see [oracle.com/application-development] (https://www.oracle.com/uk/application-development/) for details.
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This area includes Application Integration, AI Services, Content Management, as well as many other exciting low code and no code services.
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For more details, also see [oracle.com](https://www.oracle.com/):
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[Application Integration](https://www.oracle.com/integration/) | [Artificial Intelligence Services](https://www.oracle.com/artificial-intelligence/) | [Content Management](https://www.oracle.com/content-management/)
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# License
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ai-and-app-modernisation/ai-cloud-services/README.md renamed to ai-and-app-modernisation/ai-services/README.md

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# AI Cloud Services
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# AI Services
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Oracle Cloud Infrastructure (OCI) AI Services is a collection of services with prebuilt machine learning models that make it easier for developers to apply AI to applications and business operations. The models can be custom-trained for more accurate business results. Teams within an organization can reuse the models, datasets, and data labels across services. OCI AI Services makes it possible for developers to easily add machine learning to apps without slowing down application development.
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# Table of Contents
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1. [Team Publications](#team-publications)
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2. [Useful Links](#useful-links)
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- [Team Publications](#team-publications)
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- [Useful Links](#useful-links)
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## Team Publications
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### Webinar
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- [Oracle’s generative AI strategy](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
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- [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)
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- 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.
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ai-and-app-modernisation/ai-cloud-services/document-understanding/README.md renamed to ai-and-app-modernisation/ai-services/ai-document-understanding/README.md

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# Table of Contents
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1. [Team Publications](#team-publications)
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2. [Useful Links](#useful-links)
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- [Team Publications](#team-publications)
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- [LiveLabs and Workshops](#livelabs-and-workshops)
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- [Reusable Assets Overview](#reusable-assets-overview)
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- [Useful Links](#useful-links)
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- [Customer Stories](#customer-stories)
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## Team Publications
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### Demos
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- [Automate with documents using AI](https://blogs.oracle.com/ai-and-datascience/post/automate-documents-using-ai)
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## LiveLabs and Workshops
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- [Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585)
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## Reusable Assets Overview
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- [Cloud Coaching - Automating Invoice Handling using OIC and AI Document Understanding Service](https://www.youtube.com/watch?v=pjdQzFscOrk)
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- In this session, we demonstrate how you can use OCI AI Document Understanding service's pre-trained models to extract key information from invoices and use Oracle Integration Cloud to automate the whole process. It also includes kick-starting process workflows where human intervention is required.
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- [Demo: Automate Invoice Handling - Oracle Integration Cloud & AI Document Understanding Service](https://youtu.be/k72CcNhmOjs)
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## Useful Links
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- [Oracle Learning YouTube Playlist - OCI Document Understanding Service](https://youtube.com/playlist?list=PLKCk3OyNwIzt1x62El9gGGeNaQr0va58c)
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- Overview and Product Demos by Product Management
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- [GitHub Examples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/master/labs/ai-document-understanding)
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- [LiveLabs - Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585)
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### Articles
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- [Announcing OCI Document Understanding custom model support (June 14, 2023)](https://blogs.oracle.com/ai-and-datascience/post/oci-document-understanding-custom-model-support)
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- [Announcing OCI Document Understanding service (December 8, 2022)](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-document-understanding-service)
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### General Product Links
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- [Document Understanding Oracle.com Page](https://www.oracle.com/artificial-intelligence/document-understanding/)
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- [Document Understanding Documentation](https://docs.oracle.com/iaas/document-understanding/document-understanding/using/home.htm)
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## Customer Stories
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- [Trailcon Leasing: Low-code and AI for Automating Invoice Processing & Approval Workflow](https://asktom.oracle.com/pls/apex/f?p=100:551:114803500934032::::P551_INVITED,P551_CLASS_ID:N,21886)
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# License
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Copyright (c) 2023 Oracle and/or its affiliates.

ai-and-app-modernisation/ai-cloud-services/ai-language/README.md renamed to ai-and-app-modernisation/ai-services/ai-language/README.md

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- [AI Language](#ai-language)
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- [Table of Contents](#table-of-contents)
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- [Publications](#publications)
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- [Architecture Center](#architecture-center)
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- [LiveLabs and Workshops](#livelabs-and-workshops)
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- [Reusable Assets](#reusable-assets)
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- [Useful Links](#useful-links)
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- [Customer Stories](#customer-stories)
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- [License](#license)
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## Publications
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- [Saving the Bees using AI: One Positive Entity at a Time](https://www.linkedin.com/pulse/saving-bees-using-ai-one-positive-entity-time-ismail-syed/)
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## Architecture Center
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- [Use OCI Language for customer feedback analysis](https://docs.oracle.com/en/solutions/oci-ai-language/index.html#GUID-33D63770-1F4D-4AAE-BC6D-D42C62D10CC2)
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## LiveLabs and Workshops
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- [Oracle AI Language on oracle.com](https://www.oracle.com/uk/artificial-intelligence/language/)
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- [Oracle AI Language documentation](https://docs.oracle.com/en-us/iaas/language/using/language.htm)
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- [Oracle AI Language blog announcement](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-language)
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- [Aon improves customer experience with OCI Language service](https://www.oracle.com/customers/aon-case-study/)
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## Customer Stories
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- [Aon improves customer experience with OCI Language service](https://www.oracle.com/customers/aon-case-study/)
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# License
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ai-and-app-modernisation/ai-cloud-services/ai-speech/README.md renamed to ai-and-app-modernisation/ai-services/ai-speech/README.md

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- [AI Speech](#ai-speech)
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- [Table of Contents](#table-of-contents)
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- [Team Publications](#team-publications)
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- [LiveLabs and Workshops](#livelabs-and-workshops)
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- [Reusable Assets Overview](#reusable-assets-overview)
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- [Architecture Center](#architecture-center)
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- [LiveLabs and Workshops](#livelabs-and-workshops)
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- [Reusable Assets Overview](#reusable-assets-overview)
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- [Useful Links](#useful-links)
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- [License](#license)
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### LiveLabs and Workshops
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## Architecture Center
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- [Use OCI Speech to transcribe natural language](https://docs.oracle.com/en/solutions/ai-speech/index.html)
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## LiveLabs and Workshops
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- [Introduction to OCI Speech](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3135&clear=RR,180&session=106771425893627)
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## Reusable Assets Overview
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- [Demos built using OCI Python SDK](https://github.com/luigisaetta/oci-speech-demos)
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ai-and-app-modernisation/ai-cloud-services/ai-vision/README.md renamed to ai-and-app-modernisation/ai-services/ai-vision/README.md

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- [AI Vision](#ai-vision)
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- [Table of Contents](#table-of-contents)
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- [Team Publications](#team-publications)
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- [LiveLabs and Workshops](#livelabs-and-workshops)
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- [Reusable Assets Overview](#reusable-assets-overview)
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- [Architecture Center](#architecture-center)
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- [LiveLabs and Workshops](#livelabs-and-workshops)
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- [Reusable Assets Overview](#reusable-assets-overview)
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- [Useful Links](#useful-links)
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- [License](#license)
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- The reference architecture describes how you can integrate an OCI Vision-trained model with a front-end web app to perform real-time object identification with a mobile phone camera.
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- [Build a real-time object identifier using OCI Vision and Oracle Autonomous Database](https://docs.oracle.com/en/solutions/realtime-ocivision-object-identification/index.html)
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## LiveLabs and Workshops
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- [How to Use AI Vision and Drones for Inventory Management](https://go.oracle.com/LP=135420)
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## Reusable Assets Overview
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- [OCI image classification using data labeling and vision service](https://github.com/carlgira/oci-image-classification)
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- [Perform image recognition with Oracle Cloud Infrastructure OCI Vision](https://youtu.be/G11INIVtlMY?si=ixMoLE2jSq7f_Iyi)
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- [AI vision web client](https://github.com/oracle-devrel/oci-tf-vision-web-client)
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- Terraform script that will create a set of resources on OCI to create a web app to test an existing vision model.
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- [Vision Image Classification demo](https://youtu.be/9_NSumsQcMs)
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- [How to train AI Vision and Document Understanding demos](https://community.oracle.com/customerconnect/events/604740-oci-how-to-train-your-oracle-ai-cloud-service-model)
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ai-and-app-modernisation/generative-ai-services-and-cohere/README.md renamed to ai-and-app-modernisation/ai-services/generative-ai-services-and-cohere/README.md

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# Generative AI services and Cohere
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# Generative AI services
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Oracle’s AI strategy is to make artificial intelligence (AI) pervasive across its cloud
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applications and cloud infrastructure. We serve business users who want to

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