Merge branch 'main' into newadvisor23ai

Author: javidel

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

@@ -2,7 +2,7 @@
 
 In this article, we'll explore how to create a Retrieval-Augmented Generation (RAG) model using Oracle Gen AI, llama index, Qdrant Vector Database, and SentenceTransformerEmbeddings. This 21-line code will allow you to scrape through web pages, use llama index for indexing, Oracle Generative AI Service for question generation, and Qdrant for vector indexing. 
 
-Reviewed: 30.01.2024
+Reviewed: 30.10.2024
 
 # When to use this asset?
 

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

@@ -4,7 +4,7 @@ Text summarization, a core NLP task, unlocks the ability to distill lengthy cont
 
 In this article, we'll delve into the creation of a powerful document summarization solution leveraging Oracle Generative AI. Through the integration of Oracle Gen AI's advanced capabilities with cutting-edge technologies such as langchain. This codebase empowers users to effortlessly summarize extensive documents, harnessing the power of Oracle Generative AI Service.
 
-Reviewed: 11.03.2024
+Reviewed: 30.10.2024
 
 <img src="./files/docSummarize.png">
 </img>

ai-and-app-modernisation/app-integration-and-automation/shared-assets/README.md

@@ -19,6 +19,23 @@ This section contains various examples related to Application Integration: demo
 
 ## Demos
 
+- [Developer Coaching Session : Automate Expenses - OCI Document Understanding + Oracle Process Automation](https://youtu.be/orqQoTFrKBc?si=PCCSYWtblxLWCIwn)
+
+    - OCI Process Automation enables businesses to streamline workflows, reduce manual efforts, and ensure consistent decision-making by harnessing intelligent services to automate repetitive processes and integrate seamlessly with other business applications. 
+    
+    In this session, we explore out of the box recipes, demonstrating how to optimize the expense report creation process using intelligent document processing and decision service capabilities within OCI Process Automation.
+
+    Key Takeaways:
+    1. Automated Data Extraction:
+        The process starts when users upload receipts as part of their expense reports in OCI Process Automation custom form.
+        OCI Document Understanding automatically scans and extracts data, populating the expense report with necessary line items.
+    2. Approval Workflow:
+        Once the expense report is submitted, the OCI Process Automation decision service evaluates it for automatic approval or manual review.
+        Decisions are based on total amount, cost center, expense type, and receipt attachments.
+    3. Manual Review and Integration:
+        Expense reports flagged for review are sent to line managers for approval.
+
+
 - [Setting Up OAuth and Calling Oracle Integration APIs: A Step-by-Step Guide](https://youtu.be/UrptzZbycm4?si=opv0_wc5F7SV86nx)
 
     - In this demo video, we provide a step-by-step guide to setting up OAuth and calling Oracle Integration APIs. We'll walk you through registering your application, obtaining client credentials, and generating OAuth tokens. 

cloud-infrastructure/ai-infra-gpu/ai-infrastructure/rag-langchain-vllm-mistral/files/requirements.txt

@@ -48,7 +48,7 @@ jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 langchain==0.2.10
-langchain-community==0.2.9
+langchain-community==0.3.0
 langchain-core==0.1.46
 langchain-text-splitters==0.0.1
 langsmith==0.1.51

cloud-infrastructure/compute-including-hpc/compute-software/README.md

@@ -2,7 +2,7 @@
 
 This page contains information and useful links regarding Compute services that are mostly related to OS and Licenses Management on top of OCI Compute. You can also find resources about BYOI, BYOH and Autoscaling.
 
-<i>Review date: 23 October 2024</i>
+<i>Review date: 04 November 2024</i>
 
 # Table of Contents
 
@@ -28,6 +28,7 @@ This page contains information and useful links regarding Compute services that
 - [Mount a boot volume from one compute instance (or VM) onto another compute instance in order to replace lost ssh keys](https://gitlab.com/ms76152/system-administration)
 - [Transfer data to and from Oracle Cloud Infrastructure using OS tools such as sftp, scp, oci cli, curl](https://github.com/mariusscholtz/Oracle-Cloud-Infrastructure-resources/blob/main/VM-shapes/data%20transfer%20to%20OCI%20v1.0.pdf)
 - [Quering Compute Capacity using CloudShell](https://github.com/Olygo/OCI_ComputeCapacityReport)
+- [Cockpit – Web console to manage Oracle Linux](https://github.com/mariusscholtz/Oracle-Cloud-Infrastructure-resources/tree/main/cockpit) - Installation instructions for Cockpit, the System administration graphical web console for Oracle Linux
 
 # Useful Links
 

data-platform/core-converged-db/database-23ai/README.md

@@ -6,7 +6,7 @@ Oracle Database 23ai is available cloud-first, in OCI on Oracle Exadata Database
 
 If you are interested in AI Vector Search, [please see our page here](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/core-converged-db/ai-vector-search).
 
-Reviewed: 21.08.2024
+Reviewed: 05.11.2024
 
 # Useful Links  
 
@@ -95,8 +95,10 @@ Reviewed: 21.08.2024
 - [JSON in Oracle Database](https://blogs.oracle.com/coretec/post/json-in-oracle-database)
 - [Bigfile Tablespace Shrink](https://blogs.oracle.com/coretec/post/bigfile-tablespace-shrink)
 - [Real-Time SQL Monitoring: a MUST for SQL Tuning](https://blogs.oracle.com/coretec/post/oracle-database-real-time-sql-monitoring-one-of-the-most-important-tools)
+- [New Features and Release Updates](https://blogs.oracle.com/coretec/post/where-to-find-features-in-release-updates)
 - [23ai blogs on blogs.oracle.com/coretec](https://blogs.oracle.com/coretec/category/cased-concurrency-control-rt-23ai)
 
+
 ## Videos
 - [Lock-Free Row Updates in Oracle Database using ETAGs](https://youtu.be/zfurzMlY3iI)
 - [Generative AI integration with DBMS_CLOUD_AI](https://youtu.be/V2x3XtibrjM)

data-platform/modernise/migration-to-oci-database-with-postgresql/README.md

@@ -2,7 +2,7 @@
 
 OCI Database with PostgreSQL is the ideal solution for organizations aiming to gain effortless scaling in the cloud without changing their applications. It provides full PostgreSQL compatibility while letting users take advantage of OCI’s flexible, high-performance, high-availability infrastructure with built-in security and simple pricing. In addition, this OCI implementation delivers superior scalability combined with reduced administrative demands. Migration to Oracle Database with PostgreSQL can be performed using the pg_dump utility or via online methods using GoldenGate. This page contains links to documentation and assets that better explain how to perform offline and online migrations to the OCI Database with PostgreSQL.
 
-Reviewed: 11.12.2023
+Reviewed: 04.11.2024
 
 # Table of Contents
 

manageability-and-operations/operations-advisory/README.md

@@ -22,6 +22,7 @@ Reviewed: 24.09.2024
 - [Automation to enable Logging Analytics for instances](https://karthicin.medium.com/automation-to-enable-logging-analytics-for-instances-8eef71302b36)
 - [Create a DataGuard Association on Oracle Cloud Exa servers using Ansible Collections](https://www.linkedin.com/pulse/create-dataguard-association-oracle-cloud-exa-servers-eugene-simos-hflkf)
 - [Why you should start thinking about your cloud operations right at the start of your cloud journey and what to consider](https://medium.com/@manu72tomcat/why-you-should-start-thinking-about-your-cloud-operations-right-at-the-start-of-your-cloud-journey-6000b36d9786)
+- [Start and Stop your OCI DB Node via script](https://karthicin.medium.com/script-to-stop-start-oci-db-node-41ccad09fd35)
 
 
 # Useful Links 

security/security-design/README.md

@@ -43,6 +43,9 @@ Reviewed: 29.10.2024
 - [OCI Security Health Check Standard](shared-assets/oci-security-health-check-standard/README.md)
 - [Data Safe Audit Database to OCI Logging](shared-assets/fn-datasafe-dbaudit-to-oci-logging/README.md)
 - [Importing your own key into OCI Vault](shared-assets/kms-import-keys/README.md)
+- [OCI IAM SDK Example](shared-assets/iam-py-sdk/README.md)
+=======
+
 
       
 # Useful Links
@@ -68,3 +71,4 @@ 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.
+