Merge branch 'main' into hqureshi-11

Author: MarcelStraka

.gitignore

@@ -3,6 +3,7 @@
 .AppleDouble
 .LSOverride
 .vscode
+.bak
 
 # Icon must end with two \r
 Icon

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

@@ -11,6 +11,7 @@ Reviewed: 30.01.2024
 
 # Useful Links
 
+- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
 - [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)
 - [OCI AI Foundations Certification](https://mylearn.oracle.com/ou/component/-/127179/198553)

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

@@ -17,11 +17,20 @@ Reviewed: 30.01.2024
 
 ## Reusable Assets Overview
 
+- [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-and-app-modernisation/ai-services/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
+
 - [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
+    - 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 allows real-time capture of Gmail Messages (leveraging Gmail Push Notifications via Google Cloud Pub/Sub)
+    - 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
 
 - [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.
@@ -33,7 +42,7 @@ Reviewed: 30.01.2024
     - 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.
+    - 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
 

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

@@ -26,9 +26,11 @@ Reviewed: 30.01.2024
 
 # Useful Links
 
+- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
 - [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)
+- [Oracle AI Language v3 announcement blog](https://blogs.oracle.com/ai-and-datascience/post/announcing-the-general-availability-of-oci-language-30)
+- [Oracle AI Language announcement blog](https://blogs.oracle.com/ai-and-datascience/post/announcing-oci-language)
 
 
 ## LiveLabs and Workshops

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

@@ -18,7 +18,11 @@ Reviewed: 30.01.2024
 # Team Publications
 
 ## Reusable Assets Overview
- 
+
+- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
+    - Integrate OCI AI Speech Service and Generative AI Summarization with Oracle Integration Cloud and Visual Builder
+- [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)
+    - 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.
 - [Demos built using OCI Python SDK](https://github.com/luigisaetta/oci-speech-demos)
 - [AI Speech console demo](https://youtu.be/EWBSoSLNph8)
 
@@ -33,6 +37,7 @@ Reviewed: 30.01.2024
 
 # Useful Links
 
+- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
 - [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)
 - [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

@@ -24,6 +24,7 @@ Reviewed: 30.01.2024
 
 # Useful Links
 
+- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
 - [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)
 
@@ -52,7 +53,11 @@ Reviewed: 30.01.2024
 - [How to Use AI Vision and Drones for Inventory Management](https://go.oracle.com/LP=135420)
 
 # Reusable Assets Overview
- 
+
+- [Cloud Coaching - Boost Your Oracle AI Services](https://youtu.be/VVWTqqlIEhg)
+    - Describe an image using OCI AI Vision, Generative AI Service and Oracle Integration 
+- [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)
+    - 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.
 - [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-and-app-modernisation/ai-services/generative-ai-service/README.md

@@ -1,16 +1,18 @@
 # Generative AI service
 
-Oracle’s AI strategy is to make artificial intelligence (AI) pervasive across its cloud
-applications and cloud infrastructure. We serve business users who want to
-improve business processes and outcomes through prebuilt AI capabilities, data
-scientists and developers who want complete control to build and deploy AI
-models of any kind, and independent software vendors (ISVs) who want the
-most performant and cost-effective platform to host their AI services.
+Oracle’s AI strategy is to make artificial intelligence (AI) pervasive across its cloud applications and cloud infrastructure. We serve business users who want to improve business processes and outcomes through prebuilt AI capabilities, data scientists and developers who want complete control to build and deploy AI models of any kind, and independent software vendors (ISVs) who want the most performant and cost-effective platform to host their AI services.
 
 Reviewed: 30.01.2024
 
 # Team Publications
 
+- [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.
+    - Integrate OCI AI Speech Service and Generative AI Summarization with Oracle Integration Cloud and Visual Builder
+    - Describe an image using OCI AI Vision, Generative AI Service and Oracle Integration
+- [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)
+    - 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
+    - Build enterprise-grade, modular, scalable, secure & maintainable LLM Apps
 - [Oracle Generative AI webinar](https://go.oracle.com/LP=138234?elqCampaignId=489428&src1=:so:ch:or:dg::::&SC=:so:ch:or:dg::::&pcode=WWMK230822P00010)
     - Deep dive into Oracle Generative AI platform
 - [Creating a RAG (Retrieval-Augmented Generation) with Oracle Generative AI Service in just 21 lines of code](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/rag-genai)
@@ -20,9 +22,9 @@ Reviewed: 30.01.2024
 - [Build a knowledge search solution by implementing Retrieval Augmented Generation with Generative AI](https://www.youtube.com/watch?v=lJptksR5omo&t=1530s)
 - [Gen AI-powered document search (Generative AI 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
+    - 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 a no-code integration approach)
+    - All this automation using OCI Generative AI and AI-Language Services APIs orchestrated by Oracle Integration Cloud (using a no-code integration approach)
 - [Deploy 3rd party 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.
 - [Running 3rd party LLMs on OCI](https://github.com/oracle-devrel/oci-generative-ai)
@@ -34,11 +36,15 @@ Reviewed: 30.01.2024
 
 # Useful Links
 
+- [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
+- [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)
 - [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) 
 - [Announcing the general availability of OCI Generative AI](https://blogs.oracle.com/ai-and-datascience/post/ga-oci-generative-ai)
 - [Oracle Embeds Generative AI Across the Technology Stack to Enable Enterprise AI Adoption at Scale](https://www.oracle.com/news/announcement/oracle-announces-availability-oci-generative-ai-service-2024-01-23/)
 - [Implement Oracle Cloud Infrastructure Generative AI based on Cohere Large Language Model - Blog & Architecture](https://docs.oracle.com/en/solutions/oci-generative-ai-llm/index.html#GUID-76987F35-F646-40CF-9CF2-42724BA57191)
 - [Generative AI Chatbot using LLaMA-2, Qdrant, RAG, LangChain & Streamlit](https://blogs.oracle.com/ai-and-datascience/post/ai-chatbot-llama2-qdrant-rag-langchain-streamlit)
+- [Developing AI applications with OCI Generative AI and LangChain](https://blogs.oracle.com/ai-and-datascience/post/developing-ai-apps-oci-generative-ai-langchain)
+- [Guide to prompt engineering: Translating natural language to SQL with Llama 2](https://blogs.oracle.com/ai-and-datascience/post/prompt-engineering-natural-language-sql-llama2)
 - [Oracle and Generative AI](https://docs.oracle.com/en-us/iaas/Content/Resources/Assets/whitepapers/oracle-and-generative-ai.pdf)
 - [Oracle’s generative AI strategy - blog by Greg Pavlik](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
 - [Oracle to Deliver Powerful and Secure Generative AI Services for Business](https://www.oracle.com/news/announcement/oracle-to-deliver-powerful-and-secure-generative-ai-service-for-business-2023-06-13/)
@@ -48,8 +54,7 @@ Reviewed: 30.01.2024
 - [Oracle's Vision for the Future - Larry Ellison keynote Oracle Cloud World 2023](https://www.youtube.com/watch?v=63DmgBN1rSI)
 - [Generative AI on Oracle.com](https://www.oracle.com/artificial-intelligence/generative-ai/)
 - [Generative AI product documentation](https://docs.oracle.com/en-us/iaas/Content/generative-ai/home.htm)
-
-
+- [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)
 
 # License
 

ai-and-app-modernisation/ai-services/generative-ai-service/doc-evaluation-genai/LICENSE

@@ -0,0 +1,35 @@
+Copyright (c) 2024 Oracle and/or its affiliates.
+
+The Universal Permissive License (UPL), Version 1.0
+
+Subject to the condition set forth below, permission is hereby granted to any
+person obtaining a copy of this software, associated documentation and/or data
+(collectively the "Software"), free of charge and under any and all copyright
+rights in the Software, and any and all patent rights owned or freely
+licensable by each licensor hereunder covering either (i) the unmodified
+Software as contributed to or provided by such licensor, or (ii) the Larger
+Works (as defined below), to deal in both
+
+(a) the Software, and
+(b) any piece of software and/or hardware listed in the lrgrwrks.txt file if
+one is included with the Software (each a "Larger Work" to which the Software
+is contributed by such licensors),
+
+without restriction, including without limitation the rights to copy, create
+derivative works of, display, perform, and distribute the Software and make,
+use, sell, offer for sale, import, export, have made, and have sold the
+Software and the Larger Work(s), and to sublicense the foregoing rights on
+either these or other terms.
+
+This license is subject to the following condition:
+The above copyright notice and either this complete permission notice or at
+a minimum a reference to the UPL must be included in all copies or
+substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

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

@@ -0,0 +1,23 @@
+# Document Evaluation Tool using Oracle Generative AI, OCI Document Understanding, and Oracle Integration Cloud
+
+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.
+
+Reviewed: 14.03.2024
+ 
+# When to use this asset?
+ 
+See the README document in the /files folder.
+ 
+# How to use this asset?
+ 
+See the README document in the /files folder.
+ 
+# License
+ 
+Copyright (c) 2024 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/main/LICENSE) for more details.