Merge branch 'main' into github-corrections-hyperion

Author: velrajkuppu

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

@@ -4,24 +4,17 @@ Oracle Cloud Infrastructure (OCI) AI Services is a collection of services with p
 
 # Table of Contents
 
-  - [Team Publications](#team-publications)
   - [Useful Links](#useful-links)
 
-## Team Publications
-
-- [Oracle’s generative AI strategy](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
-
-- [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.
-
 # Useful Links
 
 - [Oracle AI Services Oracle.com Page](https://www.oracle.com/artificial-intelligence/ai-services/)
+- [Oracle’s Generative AI strategy](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
 
 # License
 
 Copyright (c) 2023 Oracle and/or its affiliates.
 
 Licensed under the Universal Permissive License (UPL), Version 1.0.
 
-See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/folder-structure/LICENSE) for more details.
+See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.

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

@@ -10,25 +10,28 @@ Oracle Cloud Infrastructure (OCI) Document Understanding is an AI service that e
   - [Useful Links](#useful-links)
   - [Customer Stories](#customer-stories)
 
-## Team Publications
+# Team Publications
 
-- [Automate with documents using AI](https://blogs.oracle.com/ai-and-datascience/post/automate-documents-using-ai)
+## Reusable Assets Overview
 
-## LiveLabs and Workshops
- 
-- [Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585)
+- [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:
+    - 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
+    - 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)
+    - 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
 
-## Reusable Assets Overview
- 
 - [Cloud Coaching - Automating Invoice Handling using OIC and AI Document Understanding Service](https://www.youtube.com/watch?v=pjdQzFscOrk)
     - 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.
 - [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.
 
-## Useful Links
+# Useful Links
 
+- [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)
@@ -37,7 +40,11 @@ Oracle Cloud Infrastructure (OCI) Document Understanding is an AI service that e
 - [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)
 
-## Customer Stories
+# LiveLabs and Workshops
+ 
+- [Introduction to OCI Document Understanding](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3585)
+
+# Customer Stories
 
 - [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)
 
@@ -47,4 +54,4 @@ Copyright (c) 2023 Oracle and/or its affiliates.
 
 Licensed under the Universal Permissive License (UPL), Version 1.0.
 
-See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/folder-structure/LICENSE) for more details.
+See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.

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

@@ -6,46 +6,50 @@ OCI Language is a cloud-based AI service for performing sophisticated text analy
 
 - [AI Language](#ai-language)
 - [Table of Contents](#table-of-contents)
-  - [Publications](#publications)
+  - [Team Publications](#team-publications)
   - [Architecture Center](#architecture-center)
   - [LiveLabs and Workshops](#livelabs-and-workshops)
   - [Reusable Assets](#reusable-assets)
   - [Useful Links](#useful-links)
   - [Customer Stories](#customer-stories)
 - [License](#license)
 
-## Publications
+# Team Publications
 
 - [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/)
 
-## Architecture Center
-
-- [Use OCI Language for customer feedback analysis](https://docs.oracle.com/en/solutions/oci-ai-language/index.html#GUID-33D63770-1F4D-4AAE-BC6D-D42C62D10CC2)
-
-## LiveLabs and Workshops
- 
-- [Get started with Oracle Cloud Infrastructure Language](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=887&clear=RR,180&session=5298742340912)
-- [Perform Sentiment Analysis with OCI AI Language Service and OAC](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3214&clear=RR,180&session=5298742340912)
-- [Deliver Immersive Conversational User Experiences with OCI AI Services](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3452&clear=RR,180&session=5298742340912)
-- [Build applications with Oracle’s AI services](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3674&clear=RR,180&session=5298742340912)
-
 ## Reusable Assets
 
 - [OCI AI Language Service introduction video](https://www.youtube.com/watch?v=-t6jje8SRXU)
+- [Enabling a WhatsApp Customer HelpMate using OCI Generative AI, AI Language & Integration](https://www.youtube.com/watch?v=ryo3wVB_69E)
+    - Use OCI Generative AI (in pre-availability) for "Customer Service Quick Replies" Generation for Whatsapp Neutral Messages (customer questions, queries, etc.), sentence-level sentiment analysis from OCI AI Language to uncover overall sentiment and set service ticket severity for negative Whatsapp messages, automatically classify Customer Service tickets through OCI AI Language custom text classification and aspect-based sentiment analysis (ABSA) services.
+    - Learn how Oracle Integration Cloud and Oracle Cloud Infrastructure (OCI) Streaming allow real-time capture of WhatsApp messages.
+    - All this automation using OCI AI Services APIs orchestrated by Oracle Integration Cloud (using no-code integration approach)
 - [Enabling an Event-Driven, Real-Time Twitter Sentiment Analysis Dashboard Demo ](https://www.youtube.com/watch?v=9hvUxLSE3Vg)
 - [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, Receipt 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 automate 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 pretrained models or your own custom models leveraging OCI Data Labelling.
 - [AI Language demo](https://youtu.be/w8vFTKp4JME)
 - [AI Language - Hotel Reviews (AI Language, OAC)](https://youtu.be/pmf90oUZGH4)
 
-## Useful Links
+# Architecture Center
+
+- [Use OCI Language for customer feedback analysis](https://docs.oracle.com/en/solutions/oci-ai-language/index.html#GUID-33D63770-1F4D-4AAE-BC6D-D42C62D10CC2)
+
+# Useful Links
 
 - [Oracle AI Language on oracle.com](https://www.oracle.com/uk/artificial-intelligence/language/)
 - [Oracle AI Language documentation](https://docs.oracle.com/en-us/iaas/language/using/language.htm)
 - [Oracle AI Language blog announcement](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-language)
-- [Aon improves customer experience with OCI Language service](https://www.oracle.com/customers/aon-case-study/)
 
-## Customer Stories
+
+# LiveLabs and Workshops
+ 
+- [Get started with Oracle Cloud Infrastructure Language](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=887&clear=RR,180&session=5298742340912)
+- [Perform Sentiment Analysis with OCI AI Language Service and OAC](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3214&clear=RR,180&session=5298742340912)
+- [Deliver Immersive Conversational User Experiences with OCI AI Services](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3452&clear=RR,180&session=5298742340912)
+- [Build applications with Oracle’s AI services](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3674&clear=RR,180&session=5298742340912)
+
+# Customer Stories
 
 - [Aon improves customer experience with OCI Language service](https://www.oracle.com/customers/aon-case-study/)
 

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

@@ -13,22 +13,23 @@ OCI Speech is an AI service that applies automatic speech recognition technology
   - [Useful Links](#useful-links)
 - [License](#license)
 
-## Team Publications
+# Team Publications
 
-## Architecture Center
+## Reusable Assets Overview
+ 
+- [Demos built using OCI Python SDK](https://github.com/luigisaetta/oci-speech-demos)
+- [AI Speech console demo](https://youtu.be/EWBSoSLNph8)
+
+# Architecture Center
 
 - [Use OCI Speech to transcribe natural language](https://docs.oracle.com/en/solutions/ai-speech/index.html)
 
-## LiveLabs and Workshops
+# LiveLabs and Workshops
 
 - [Introduction to OCI Speech](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3135&clear=RR,180&session=106771425893627)
 
-## Reusable Assets Overview
- 
-- [Demos built using OCI Python SDK](https://github.com/luigisaetta/oci-speech-demos)
-- [AI Speech console demo](https://youtu.be/EWBSoSLNph8)
 
-## Useful Links
+# Useful Links
 
 - [Oracle AI Speech on oracle.com](https://www.oracle.com/uk/artificial-intelligence/speech/)
 - [Oracle AI Speech documentation](https://docs.oracle.com/en-us/iaas/Content/speech/home.htm)

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

@@ -13,18 +13,36 @@ OCI Vision is an AI service for performing deep-learning–based image analysis
   - [Useful Links](#useful-links)
 - [License](#license)
 
-## Team Publications
+# Team Publications
 
 - [OCI Vision Saving Bees using Object Detection](https://www.linkedin.com/pulse/saving-bees-using-ai-one-object-time-ismail-syed/)
 - [OCI Vision Healthcare Image Analysis](https://blogs.oracle.com/ai-and-datascience/post/advancing-healthcare-image-analysis-on-oci)
 - [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#GUID-A875FB7D-29E3-4FBF-AED5-C0CF43F71469)
     - 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. 
+
+## Reusable Assets Overview
 
-## Architecture Center
+- [OCI image classification using data labeling and vision service](https://github.com/carlgira/oci-image-classification)
+- [OCI object detection using data labeling and vision service](https://github.com/carlgira/oci-object-detection) 
+- [Perform image recognition with Oracle Cloud Infrastructure OCI Vision](https://youtu.be/G11INIVtlMY?si=ixMoLE2jSq7f_Iyi) 
+- [AI vision web client](https://github.com/oracle-devrel/oci-tf-vision-web-client)
+    - Terraform script that will create a set of resources on OCI to create a web app to test an existing vision model.
+- [Vision Image Classification demo](https://youtu.be/9_NSumsQcMs)
+- [Vision Object Detection demo](https://youtu.be/iiuluuOlAKc)
+- [AI Vision Car parking utilisation demo (OCI AI Vision, OAC)](https://youtu.be/VlZDaUC2Jus)
+- [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.
+
+# Useful Links
+ 
+- [Oracle AI Vision on oracle.com](https://www.oracle.com/uk/artificial-intelligence/vision/)
+- [Oracle AI Vision documentation](https://docs.oracle.com/en-us/iaas/vision/vision/using/home.htm)
+
+# Architecture Center
 
 - [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)
 
-## LiveLabs and Workshops
+# LiveLabs and Workshops
 
 - [LiveLabs - AI Vision introduction](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=931&clear=RR,180&session=101189893786132)
     - Introduction: OCI Vision
@@ -44,22 +62,6 @@ OCI Vision is an AI service for performing deep-learning–based image analysis
     - Lab 7: Processing the entire video
 - [How to Use AI Vision and Drones for Inventory Management](https://go.oracle.com/LP=135420)
 
-## Reusable Assets Overview
- 
-- [OCI image classification using data labeling and vision service](https://github.com/carlgira/oci-image-classification)
-- [OCI object detection using data labeling and vision service](https://github.com/carlgira/oci-object-detection) 
-- [Perform image recognition with Oracle Cloud Infrastructure OCI Vision](https://youtu.be/G11INIVtlMY?si=ixMoLE2jSq7f_Iyi) 
-- [AI vision web client](https://github.com/oracle-devrel/oci-tf-vision-web-client)
-    - Terraform script that will create a set of resources on OCI to create a web app to test an existing vision model.
-- [Vision Image Classification demo](https://youtu.be/9_NSumsQcMs)
-- [Vision Object Detection demo](https://youtu.be/iiuluuOlAKc)
-- [AI Vision Car parking utilisation demo (OCI AI Vision, OAC)](https://youtu.be/VlZDaUC2Jus)
-- [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)
-
-## Useful Links
- 
-- [Oracle AI Vision on oracle.com](https://www.oracle.com/uk/artificial-intelligence/vision/)
-- [Oracle AI Vision documentation](https://docs.oracle.com/en-us/iaas/vision/vision/using/home.htm)
 
 
 # License
@@ -68,4 +70,4 @@ Copyright (c) 2023 Oracle and/or its affiliates.
 
 Licensed under the Universal Permissive License (UPL), Version 1.0.
 
-See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/folder-structure/LICENSE) for more details.
+See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.

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

@@ -19,37 +19,43 @@ most performant and cost-effective platform to host their AI services.
   - [Reusable Assets Overview](#reusable-assets-overview)
 - [License](#license)
 
-## Team Publications
+# Team Publications
 
-### Architecture Center
+## Reusable Assets Overview
+
+- [Gen AI powered document search (Cohere with custom UI)](https://youtu.be/vyJAZvYKY34)
+- [Enabling a WhatsApp Customer HelpMate using OCI Generative AI, AI Language & Integration](https://youtu.be/ryo3wVB_69E?si=SxSuTVawoRcbhReU)
+    - Use OCI Generative AI (in pre-availability) for "Customer Service Quick Replies" Generation for Whatsapp Neutral Messages (customer questions, queries, etc.), sentence-level sentiment analysis from OCI AI Language to uncover overall sentiment and set service ticket severity for negative Whatsapp messages, automatically classify Customer Service tickets through OCI AI Language custom text classification and aspect-based sentiment analysis (ABSA) services
+    - Learn how Oracle Integration Cloud and Oracle Cloud Infrastructure (OCI) Streaming allow real-time capture of WhatsApp messages.
+    - All this automation using OCI Generative AI and AI Language Services APIs orchestrated by Oracle Integration Cloud (using no-code integration approach)
+
+## Architecture Center
 
 - [Deploy generative AI models to OCI](https://docs.oracle.com/en/solutions/deploy-generative-ai-to-oci/index.html#GUID-5567B1F2-4733-4D9C-B4BE-5B5429CA8C02)
     - The reference architecture shows generative AI models deployed to an OCI GPU instance for image and text generation.
 
- ### Medium
+ ## Medium
 
  - [Generative AI in OCI](https://medium.com/oracledevs/generative-ai-in-oci-c0467e1a68f7)
     - Blog post explaining on how to use generative AI models in OCI.
 
-### GitHub
+## GitHub
 
 - [OCI Generative AI](https://github.com/oracle-devrel/oci-generative-ai)
     - Terraform script to start a stable-diffusion, bloom and dreambooth in compute instance using a nvidia GPU in OCI.
 
 
-## Useful Links
+# Useful Links
 
 - [Oracle and Generative AI](https://docs.oracle.com/en-us/iaas/Content/Resources/Assets/whitepapers/oracle-and-generative-ai.pdf)
     - A Brief Overview of Generative AI Capabilities in Oracle Cloud
 
-## Reusable Assets Overview
 
-- [Gen AI powered document search (Cohere with custom UI)](https://youtu.be/vyJAZvYKY34)
 
 # License
 
 Copyright (c) 2023 Oracle and/or its affiliates.
 
 Licensed under the Universal Permissive License (UPL), Version 1.0.
 
-See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/folder-structure/LICENSE) for more details.
+See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.