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ai-and-app-modernisation/ai-services/README.md

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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’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)

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

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## Reusable Assets Overview
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- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
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- Learn how to Develop a Multi-Chain Document Evaluation Apps with Oracle Generative AI, Document Understanding, and Integration Cloud.
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- [Blog: Document Evaluation Tool using OCI Generative AI, Document Understanding & Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/doc-evaluation-genai)
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- 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.
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- [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)
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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
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- [Cloud Coaching - AI Based & Real Time Gmail Invoice Documents Processing into Oracle Fusion ERP Cloud](https://youtu.be/wq7HH-WYslU?si=wBqH5eEkcC0hYKqj)
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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:
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- Through a live demo, we show how to use it to enable an AI-based, Event-Driven and Real-Time Invoice Processing Solution into Oracle Fusion ERP Cloud on top of Gmail Invoices as Attachments
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- Learn how Oracle Integration Cloud combined with OCI Streaming to allow real-time capture of Gmail Messages (leveraging Gmail Push Notifications via Google Cloud Pub/Sub)
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- Then, using AI Document Understanding, uncover Invoice Documents Data using the Key-Value Extraction and automatically load it into Oracle Fusion ERP Cloud using Oracle Integration Cloud's native connectors
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- Through a live demo, we show how to use it to enable an AI-based, Event-Driven, and Real-Time Invoice Processing Solution into Oracle Fusion ERP Cloud on top of Gmail Invoices as Attachments
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- Learn how Oracle Integration Cloud combined with OCI Streaming allows real-time capture of Gmail Messages (leveraging Gmail Push Notifications via Google Cloud Pub/Sub)
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- Then, using AI Document Understanding, uncover Invoice document data using the Key-Value Extraction and automatically load it into Oracle Fusion ERP Cloud using Oracle Integration Cloud's native connectors
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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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- [Oracle AI Invoice Handling Solution](https://github.com/oracle-devrel/oci-ai-invoice-handling)
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- [Demo: Automate Invoice Handling - Oracle Integration Cloud & AI Document Understanding Service](https://youtu.be/k72CcNhmOjs)
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- [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)
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- 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.
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- [Document Understanding (Insurance Document) Key Value extraction demo](https://youtu.be/QsFqaRxtV1s)
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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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- 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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# Useful Links
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ai-and-app-modernisation/ai-services/ai-language/README.md

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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 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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- [Oracle AI Language v3 announcement blog](https://blogs.oracle.com/ai-and-datascience/post/announcing-the-general-availability-of-oci-language-30)
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- [Oracle AI Language announcement blog](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-language)
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## LiveLabs and Workshops

ai-and-app-modernisation/ai-services/ai-speech/README.md

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# Team Publications
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## Reusable Assets Overview
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- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
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- Integrate OCI AI Speech Service and Generative AI Summarization with Oracle Integration Cloud and Visual Builder
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- [Blog: Integrate OCI AI Speech Service and Generative AI Summarization with Oracle Integration Cloud & Visual Builder](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/speech-genai)
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- OCI Speech is an AI service that applies automatic speech recognition technology to transform audio-based content into text. Generative AI, The Large Language Model (LLM) analyzes the text input and can generate, summarize, transform, and extract information. Using these AI capabilities, we built a low code application- “Integrate OCI AI Speech Service and Generative AI Service for Summarization in Visual Builder " to invoke AI Speech REST API to convert audio files into text and then further invoke the Generative AI REST API to Summarize it.
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- [Demos built using OCI Python SDK](https://github.com/luigisaetta/oci-speech-demos)
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- [AI Speech console demo](https://youtu.be/EWBSoSLNph8)
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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 Speech on oracle.com](https://www.oracle.com/uk/artificial-intelligence/speech/)
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- [Oracle AI Speech documentation](https://docs.oracle.com/en-us/iaas/Content/speech/home.htm)
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- [Oracle Speech AI service now supports diarization](https://blogs.oracle.com/ai-and-datascience/post/oracle-speech-ai-service-now-supports-diarization)

ai-and-app-modernisation/ai-services/ai-vision/README.md

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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 Vision on oracle.com](https://www.oracle.com/uk/artificial-intelligence/vision/)
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- [Oracle AI Vision documentation](https://docs.oracle.com/en-us/iaas/vision/vision/using/home.htm)
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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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- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
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- Describe an image using OCI AI Vision, Generative AI Service and Oracle Integration
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- [Blog: Describe an image using OCI AI Vision, Generative AI & Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/vision-genai)
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- In this article, we'll explore how to describe an image using OCI AI Vision Service and OCI Generative AI Service. The application is developed using Oracle VBCS, OIC, OCI AI Vision service, and OCI Generative AI Service. This integrated approach combines the strength of OCI AI Vision and OCI Generative AI Service, allowing for efficient and insightful summarization of image content.
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- [OCI image classification using data labeling and vision service](https://github.com/carlgira/oci-image-classification)
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- [OCI object detection using data labeling and vision service](https://github.com/carlgira/oci-object-detection)
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- [Perform image recognition with Oracle Cloud Infrastructure OCI Vision](https://youtu.be/G11INIVtlMY?si=ixMoLE2jSq7f_Iyi)

ai-and-app-modernisation/ai-services/generative-ai-service/README.md

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# Team Publications
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- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
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- Learn how to Develop a Multi-Chain Document Evaluation Apps with Oracle Generative AI, Document Understanding, and Integration Cloud.
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- Integrate OCI AI Speech Service and Generative AI Summarization with Oracle Integration Cloud and Visual Builder
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- Describe an image using OCI AI Vision, Generative AI Service and Oracle Integration
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- [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)
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- This reference architecture lets you understand the necessary considerations and recommendations to enable an AI-based, modular and event-driven LLM App Engine using a low-code approach with Oracle Integration as the LLM orchestrator, OCI Generative AI and other OCI services
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- Build enterprise-grade, modular, scalable, secure & maintainable LLM Apps
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# Useful Links
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- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
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- [Navigating the frontier: Key considerations for developing a generative AI integration strategy for the enterprise](https://blogs.oracle.com/ai-and-datascience/post/considerations-generative-ai-integration-strategy)
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- [The Future of Generative AI: What Enterprises Need to Know](https://blogs.oracle.com/ai-and-datascience/post/future-generative-ai-what-enterprises-need-to-know)
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- [Announcing the general availability of OCI Generative AI](https://blogs.oracle.com/ai-and-datascience/post/ga-oci-generative-ai)
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- [Oracle's Vision for the Future - Larry Ellison keynote Oracle Cloud World 2023](https://www.youtube.com/watch?v=63DmgBN1rSI)
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- [Generative AI on Oracle.com](https://www.oracle.com/artificial-intelligence/generative-ai/)
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- [Generative AI product documentation](https://docs.oracle.com/en-us/iaas/Content/generative-ai/home.htm)
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- [Live Lab to Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/run-workshop?p210_wid=3762&p210_wec=&session=114913007746363)
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# License
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# Document Evaluation Tool using Oracle Generative AI, OCI Document Understanding, and Oracle Integration Cloud
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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).
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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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# When to use this asset?
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See the README document in the /files folder.
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# How to use this asset?
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See the README document in the /files folder.
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# License
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Copyright (c) 2024 Oracle and/or its affiliates.
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Licensed under the Universal Permissive License (UPL), Version 1.0.
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See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.

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