Merge branch 'main' into dependabot/pip/cloud-infrastructure/ai-infra-gpu/AI-Infrastructure/rag-langchain-vllm-mistral/tqdm-4.66.3

Author: AlexanderHodicke

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

@@ -154,6 +154,15 @@ This section contains various examples related to Application Integration: demo
 
 ## Blogs
 
+- [GenAI-based Procurement Q&A App using Text-to-SQL and Low-Code Integration](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/generative-ai-service/procurement-qa-genai/files)
+    - In this article, we'll explore how to make a handy tool that helps to enable real-time purchase order feeds into a procurement DB store and also to transform procurement queries in natural language to SQL Queries and synthesize the SQL Response using Oracle Generative AI, Oracle Integration Cloud (OIC) and Oracle Autonomous Database (ADB). 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 text-to-SQL transformations.
+
+- [Real-Time Email Categorization, Sentiment Analysis & "Quick Replies" using OCI AI Language, Generative AI & Oracle Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/ai-language/ai-email-analyis/files)
+    - In this article, we'll explore how we can process emails from Outlook in real-time with a low-code approach using Oracle Integration Cloud (OIC), OCI API Gateway and Microsoft Graph API Webhooks, perform sentiment analysis, custom email categorization and email body PII masking using OCI AI Language, and generate email "quick replies" using OCI Generative AI. Finally all this Email Analysis data is sent to Oracle Autonomous Database for further visualization in an Oracle Analytics Cloud Dashboard.
+
+- [Invoice Document Processing from Gmail into ERP Systems using OCI Document Understanding & Oracle Integration Cloud](https://github.com/oracle-devrel/technology-engineering/tree/main/ai-and-app-modernisation/ai-services/ai-document-understanding/ai-email-invoice/files)
+    - 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). 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.
+
 - [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.
 

data-platform/data-development/sql-tools/README.md

@@ -4,13 +4,7 @@ This section covers Oracle SQL Tools: from SQL Developer Desktop to SQL Develope
 Providing links to public useful documentation and articles/blogs written by Oracle SQL and Database Advocates and Product Managers.
 A SQL Clue Card is also provided.
 
-# Table of Contents
-
-1. Team Publications
-2. Useful Links
-3. SQL Best Practices
-4. Reusable Assets Overview
-5. PMs Personal Websites
+Reviewed: 3.5.2024
 
 # Team Publications
 
@@ -32,9 +26,8 @@ A SQL Clue Card is also provided.
 - [SQL Tools Training](https://education.oracle.com/database/oracle-database/pFamily_32)
 - [Autonomous Database Actions](https://docs.oracle.com/en/cloud/paas/autonomous-database/serverless/adbsb/connect-database-actions.html#GUID-102845D9-6855-4944-8937-5C688939610F)
 - [Live SQL](https://livesql.oracle.com/apex/f?p=590:1000)
-
-- The amazing [Dev Gym](https://devgym.oracle.com/pls/apex/f?p=10001:20011::::20011::) from PM Join the Oracle Dev Gym (FREE!) and build your Oracle technology muscles by taking workouts, quizzes, and even entire classes on SQL, PL/SQL, database design, logic and more.
-- Dev Gym Workout Class [Getting Started on Oracle Cloud](https://devgym.oracle.com/pls/apex/f?p=10001:29:4444375111375:::29:P29_CLASS_ID:20342&cs=1qfK8bInptu93se5QM5iMzsT-iih_gFsY78j308d3ZUzrCzX2c0-kgiimo59pm0c_NblFShALC1oOB8MosiaSYQ)
+- [The amazing Dev Gym](https://devgym.oracle.com/pls/apex/f?p=10001:20011::::20011::) Join the Oracle Product Management Dev Gym (FREE!) and build your Oracle technology muscles by taking workouts, quizzes, and even entire classes on SQL, PL/SQL, database design, logic and more.
+- [Dev Gym Workout Class - Getting Started on Oracle Cloud](https://devgym.oracle.com/pls/apex/f?p=10001:29:4444375111375:::29:P29_CLASS_ID:20342&cs=1qfK8bInptu93se5QM5iMzsT-iih_gFsY78j308d3ZUzrCzX2c0-kgiimo59pm0c_NblFShALC1oOB8MosiaSYQ)
 
 As a "SQL - Do it yourself" in Oracle Dev Gym you can find, to start:
 - [Database For Developers: Foundations](https://devgym.oracle.com/pls/apex/f?p=10001:29:112499394488989:::29:P29_CLASS_ID:5481&cs=1Nx3TDJgh0w-ygq3icYMX7urIWoNPCEJuXLH5pqVOkknGnq2I33EJh57LsiiynySdqwMpwClQNviXsLC73e3-0Q);

data-platform/data-development/sql-tools/sql-do-ityourself/README.md

@@ -25,6 +25,8 @@ A SQL Clue Card is also provided.
 
     2.3. [Getting Started](#getting-started)
 
+3. [SQL Developer](#SQL-Developer)
+
 
 ## 1. Public Oracle SQL Tools
 
@@ -100,9 +102,11 @@ Ready to explore SQLcl? Follow these steps to install SQLcl and start leveraging
 3. Explore SQLcl commands and features to familiarize yourself with its capabilities.
 4. Start scripting and executing SQL commands with ease using SQLcl's intuitive interface.
 
-# 3. Reusable Assets Overview
+# 3. SQL Developer
+Oracle SQL Developer is a free, integrated development environment that simplifies the development and management of Oracle Database in both traditional and Cloud deployments. SQL Developer offers complete end-to-end development of your PL/SQL applications, a worksheet for running queries and scripts, a DBA console for managing the database, a reports interface, a complete data modeling solution, and a migration platform for moving your 3rd party databases to Oracle.
+
+[SQL Developer Official Documentation](https://docs.oracle.com/en/database/oracle/sql-developer/) 
 
-TBD
 
 # License
 

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

@@ -17,6 +17,7 @@ Reviewed: 22.01.2024
 
 - [OS Management](https://github.com/hoehenunterschied/OSManagement)
 - [How to use OS Management Resource Discovery to monitor your Compute resources](https://learnoci.cloud/how-to-use-os-management-resource-discovery-to-monitor-your-compute-resources-bf19800f51fe)
+- [From Terraform to OpenTofu](https://medium.com/@ralflange/667672c609c8)
 
 # Useful Links