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ai-and-app-modernisation/README.md

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# AI and App Modernisation
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# Artificial Intelligence
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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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This area includes Application Integration, AI Services, as well as many other exciting low-code and no-code services.
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This includes pre-trained AI Services and Generative AI, 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/)
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[Artificial Intelligence - AI Services and Generative AI](https://www.oracle.com/artificial-intelligence/)
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# License
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ai-and-app-modernisation/ai-services/README.md

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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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Oracle Cloud Infrastructure (OCI) AI Services and Generative AI Services are a collection of services with prebuilt machine learning and Generative AI models that make it easier for developers to apply AI to applications and business operations. The models can be custom-trained (or fine-tuned) 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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Reviewed: 17.10.2024
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# Useful Links
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- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
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- [Oracle AI Services Oracle.com Page](https://www.oracle.com/artificial-intelligence/ai-services/)
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- [Oracle AI Services on Oracle.com](https://www.oracle.com/artificial-intelligence/ai-services/)
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- [Oracle Generative AI on Oracle.com](https://www.oracle.com/artificial-intelligence/generative-ai/generative-ai-service/)
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- [Oracle’s Generative AI strategy](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
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- [OCI AI Foundations Certification](https://mylearn.oracle.com/ou/component/-/127179/198553)
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- [OCI AI Foundations Certification](https://mylearn.oracle.com/ou/learning-path/become-an-oci-ai-foundations-associate-2024/140164)
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- [OCI Generative AI Professional](https://mylearn.oracle.com/ou/learning-path/become-an-oci-generative-ai-professional/136227)
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- [AI use cases - 10 examples](https://www.oracle.com/a/ocom/docs/gated/ai-use-cases-ebook.pdf)
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- [Availability of AI Services across OCI datacenters](https://www.oracle.com/uk/cloud/public-cloud-regions/service-availability/#commercial)
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- [Oracle LiveLabs](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/home)
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# Reusable Assets
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- [Smarter Applications with AI Services](https://go.oracle.com/LP=138234?elqCampaignId=489428&src1=:so:ch:or:dg::::&SC=:so:ch:or:dg::::&pcode=WWMK230822P00010)

ai-and-app-modernisation/ai-services/ai-document-understanding/ai-email-invoice/README.md

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In this article, we'll explore how we can process invoice documents from Gmail into an ERP System in real-time using OCI Document Understanding and Oracle Integration Cloud (OIC).
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This solution combines a low-code approach to capture Gmail messages in real-time with Google Cloud Pub/Sub Adapter, extract invoice data with AI Document Understanding and create invoices in ERP systems using Oracle Integration Cloud ERP adapters.
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Reviewed: 06.04.2024
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Reviewed: 30.10.2024
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# When to use this asset?
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ai-and-app-modernisation/ai-services/ai-document-understanding/ai-email-invoice/files/README.md

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# Invoice Document Processing from Gmail into ERP Systems using OCI Document Understanding & Oracle Integration Cloud
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Reviewed: 06.04.2024
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Reviewed: 30.10.2024
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# Introduction
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ai-and-app-modernisation/ai-services/ai-language/ai-email-analyis/files/README.md

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# Real-Time Email Categorization, Sentiment Analysis & "Quick Replies" using OCI AI Language, Generative AI & Oracle Integration Cloud
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Reviewed: 11.04.2024
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Reviewed: 07.11.2024
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# Introduction
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ai-and-app-modernisation/ai-services/generative-ai-service/doc-evaluation-genai/README.md

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This application combines a low-code approach to orchestrate LLM AI services and applications using Oracle Integration Cloud
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and Generative AI prompting techniques for tasks like document key criteria extraction, summarization, and evaluation.
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Reviewed: 14.03.2024
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Reviewed: 07.11.2024
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# When to use this asset?
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ai-and-app-modernisation/ai-services/generative-ai-service/doc-evaluation-genai/files/README.md

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# Document Evaluation Tool using Oracle Generative AI, OCI Document Understanding and Oracle Integration Cloud
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Reviewed: 07.11.2024
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# Introduction
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ai-and-app-modernisation/ai-services/generative-ai-service/lowcode-rag-genai/README.md

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You'll use Oracle Cloud Infrastructure (OCI) Document Understanding to extract information from different document types. Leverage OCI Generative AI for document summarization, generation and synthesis of answers to questions on documents. Use OCI DB Cloud Service 23ai for Document Extraction, Vector Search and Embedding (using ONNX local models to the DB) capabilities , and apply local OCI Data Science models for better answers from advanced RAG.
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Reviewed: 07.11.2024
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ai-and-app-modernisation/ai-services/generative-ai-service/lowcode-rag-genai/files/README.md

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# Modular GenAI-based Knowledge Search Engine using OCI Generative AI, OCI DB 23ai, and Oracle Integration Cloud
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Reviewed: 07.11.2024
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# Introduction
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ai-and-app-modernisation/ai-services/generative-ai-service/procurement-qa-genai/README.md

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This application combines a low-code approach to orchestrate LLM AI services and applications using Oracle Integration Cloud
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and Generative AI prompting techniques for tasks like text-to-SQL transformations.
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Reviewed: 02.05.2024
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Reviewed: 07.11.2024
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# When to use this asset?
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