Merge branch 'main' into amyles

Author: amyles

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

@@ -1,4 +1,4 @@
-aiohttp==3.9.5
+aiohttp==3.10.2
 aiosignal==1.3.1
 annotated-types==0.6.0
 anyio==4.3.0
@@ -48,7 +48,7 @@ jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 langchain==0.1.16
-langchain-community==0.2.5
+langchain-community==0.2.9
 langchain-core==0.1.46
 langchain-text-splitters==0.0.1
 langsmith==0.1.51
@@ -57,7 +57,7 @@ llama-hub==0.0.79.post1
 llama-index==0.10.32
 llama-index-agent-openai==0.2.3
 llama-index-cli==0.1.12
-llama-index-core==0.10.32
+llama-index-core==0.10.38
 llama-index-embeddings-langchain==0.1.2
 llama-index-embeddings-openai==0.1.9
 llama-index-indices-managed-llama-cloud==0.1.5
@@ -87,7 +87,7 @@ nest-asyncio==1.6.0
 networkx==3.3
 newspaper3k==0.2.8
 ninja==1.11.1.1
-nltk==3.8.1
+nltk==3.9
 numba==0.59.1
 numpy==1.26.4
 nvidia-cublas-cu12==12.1.3.1

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

@@ -27,6 +27,7 @@ This page contains information and useful links regarding Compute services that
 - [Script to install and mount OCI bucket as Filesystem using Fuse S3FS](https://github.com/Olygo/OCI_S3FS)
 - [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)
 
 # Useful Links
 

data-platform/core-converged-db/fast-ingest-lookup/files/README.md

@@ -6,11 +6,17 @@ Reviewed: 30.08.2024
 # When to use this asset?
 
 Use fastlookup.sql to learn about the Fast Lookup feature in Oracle Database. 
-Note: You may also use it in database environments before 23ai. 
+
+Note: You may also use the script in database environments before 23ai. 
+
+Use fastingest.sql to learn about the Fast Lookup feature in Oracle Database. 
+
+Note: For this demo script, 23ai is required. 
 
 # How to use this asset?
 
-Run fastlookup.sql in your preferred SQL environment or IDE.
+As a prerequisite install schema SH before you run the scripts. 
+You can find all information about the installation in this [posting here](https://blogs.oracle.com/coretec/post/sample-data-for-oracle-database)
 
 # License
 

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

@@ -5,6 +5,8 @@ This section covers Public Oracle SQL Tools: Use of SQL in extensive way: from S
 Providing links to public useful documentation about SQL use and tips. SQL Tips on Fortnight basis and and articles/blogs written by Oracle SQL and Database Advocates and Product Managers and SQL examples are shown here.
 A SQL Clue Card is also provided.
 
+Reviewed: 14.8.2024
+
 # Table of Contents
 
 1. [Public Oracle SQL Tools](#public-oracle-sql-tools)
@@ -51,7 +53,9 @@ Explore a variety of Oracle SQL tools to streamline your database management tas
 
 Stay updated with fortnightly SQL tips to sharpen your SQL skills and discover new techniques for database querying and management.
 
-- **Tip 1: [Tip Title]** - [Description/Explanation]
+- Tip 1: [3 Tips to Help You Write Better SQL](https://www.youtube.com/watch?v=Hjfvf8VqY9E&list=WL) - 
+        A chance to improve SQL skills, as an important knowledge backbone for Developers, by learning three ways to refactor your SQL and showing the pros and cons of all of them (WITH Clause, Views, Table Macros) and more! By Chris Saxon youtube videos.
+
 - **Tip 2: [Tip Title]** - [Description/Explanation]
 - ...
 
@@ -75,7 +79,8 @@ Access a repository of SQL examples to learn practical applications of SQL in va
 
 Get quick access to essential SQL commands, syntax, and tips with the SQL Clue Card. Print it out or keep it handy for reference during your SQL scripting sessions.
 
-- [Download SQL Clue Card](https://www.oracle.com/database/sqldeveloper/technologies/sqlcl/download/sqlcl-downloads-23.1.html)
+- [Download SQL Clue Card](./images/SQL_Cheat_Sheet_Version1.1.png)
+
 
 # 2. SQLcl
 

data-platform/data-development/sql/sql-do-ityourself/images/SQL_Cheat_Sheet_Version1.1.png

@@ -55,7 +55,7 @@ This section covers the new features introduced in the Oracle Database 23ai rele
 - [23ai New Features Series - Part 3](https://www.linkedin.com/posts/sonnemeyer_23aispecialists-23ainewsabrpart3-developer-activity-7201958687005982721-Oo3B?utm_source=share&utm_medium=member_desktop)
 - [23ai New Features Series - Part 4](https://www.linkedin.com/posts/sonnemeyer_23aispecialists-23ainewsabrpart4-teammates-activity-7204946957843267584-x664?utm_source=share&utm_medium=member_desktop)
 - [23ai New Features Series - Part 5](https://www.linkedin.com/posts/ppaolucci_cristinavarasmenadas-sonjameyer-activity-7207374755878887425-a--C?utm_source=share&utm_medium=member_desktop)
-## Release Informationnnn
+## Release Information
 - **Version**: 23ai
 - **Applicable Offerings**: All Oracle Database offerings .................
 For more detailed information, please visit the [Oracle Database Features](https://apex.oracle.com/database-features/) page.

data-platform/data-development/sql/sql-oracle23ai/README.md

@@ -15,9 +15,9 @@ Reviewed: 03.11.2023
 
 # Team Publications
 
-- [Data Pump: Export Best Practices](https://macsdata.com/oracle/datapump-best-practices-export)
+- [Data Pump: Export Best Practices](https://macsdata.com/oracle/data-pump-best-practices-export)
     - Detailed best practices guide around Oracle Data Pump export (expdp), available on Marcus Doeringer's public platform
-- [Data Pump: Import Best Practices](https://macsdata.com/oracle/datapump-best-practices-import)
+- [Data Pump: Import Best Practices](https://macsdata.com/oracle/data-pump-best-practices-import)
     - Detailed best practices guide around Oracle Data Pump import (impdp), available on Marcus Doeringer's public platform
 - [Upload Large Data Pump Files to OCI - using OCI CLI Multipart Uploads](https://www.youtube.com/watch?v=9100uKXquic)
     - YouTube Video by Austine Ouma explaining how to use multipart uploads for large data pump files that need to be uploaded to Oracle Cloud Infrastructure
@@ -37,9 +37,12 @@ Reviewed: 03.11.2023
     - This blog post provides a high-level overview of the steps to migrate data from a source Oracle Database to the Autonomous Database Cloud using Data Pump and OCI Object Storage
 - [Migrate to Oracle Autonomous DB@Azure using Azure blob storage - Video](https://www.youtube.com/watch?v=CtTgweuLG9s)
     - YouTube video by Mihai Costeanu showing how to import data into Oracle Autonomous DB@Azure using Data Pump and Azure blob storage to store the dump files
-- [Migrate to Oracle Autonomous DB@Azure using Azure blob storage](https://macsdata.com/oracle/datapump-import-adb-azure-blob-storage)
+- [Migrate to Oracle Autonomous DB@Azure using Azure blob storage](https://macsdata.com/oracle/data-pump-import-adb-azure-blob-storage)
     - Migration Guide showing how to import data into Oracle Autonomous DB@Azure using Data Pump and Azure blob storage to store the dump files, available on Marcus Doeringer's public platform
-
+- [Data Pump Log Analyzer](https://github.com/macsdata/data-pump-log-analyzer)
+    - The Data Pump Log Analyzer is a powerful Python script designed to parse and analyze Oracle Data Pump log files. The tool provides valuable insights into Data Pump operations key metrics and performance data
+- [Data Pump Log Analyzer: Comprehensive Guide](https://macsdata.com/oracle/data-pump-log-analyzer-guide)
+    - The ultimate resource for mastering every option in detail and to unlock the full potential of the Python script, available on Marcus Doeringer's public platform
 
 # Useful Links
 - [Data Pump in Database 21c LiveLabs Workshop](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=742&clear=RR,180&session=1384894897131)

data-platform/modernise/data-pump/README.md

@@ -53,6 +53,7 @@ Reviewed: 08/07/2024
 - [Leveraging Oracle Observability and Open-Source Tools](https://youtu.be/-ftEkoqfLfM)
 - [Overview of AI infra monitoring in OCI](https://youtu.be/oq2x1gouSp4?si=QnmslQXC03qPzDl4)
 - [OCI Observability for Kubernetes Monitoring](https://youtu.be/DLce-UReoKo?si=Vpw19z4rjlUb9fW2)
+- [Cloud Coaching - How to enable Oracle Observability on RAG solutions](https://www.youtube.com/watch?v=VQg3lADHwu8)
 
 # Useful Links
 

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

@@ -2,7 +2,7 @@
 
 Use Monitoring to query metrics and manage alarms. Metrics and alarms help monitor the health, capacity, and performance of your cloud resources.
 
-Reviewed: 22.05.2024
+Reviewed: 28.08.2024
 
 # Table of Contents
 
@@ -15,6 +15,7 @@ Reviewed: 22.05.2024
 - [How to feed OCI metrics to Security Onion Grafana](https://learnoci.cloud/how-to-feed-oci-metrics-to-security-onion-grafana-2dd1ceac3f71)
 - [Use Oracle REST API call to manage OEM assets](https://medium.com/@eugenesimos/supercharge-your-oracle-enterprise-manager-cloud-control-13-5-d264e7371ec9)
 - [Customised Alarm Notification in OCI](https://karthicin.medium.com/customised-alarm-notification-in-oci-e5b367ca20bc)
+- [How to monitor the resource usage on your OCI Instances using Cloud Guard Instance Security Queries](https://learnoci.cloud/how-to-monitor-the-resource-usage-on-your-oci-instances-using-cloud-guard-instance-security-queries-342836ca2811)
 
 # Useful Links
 

manageability-and-operations/observability-and-manageability/oci-monitoring/README.md

@@ -3,7 +3,8 @@
 The Operations Advisory provides critical guidance to Customers on how to define their operations. Operations Excellence Advisory 'Approach Workshop' advises on best practices and their benefits from Oracle based on previous experiences and is meant to identify  an outline for Day-2 optimal operations, based on  priorities and requirements for DR, Integrations, O&M also in the following scenarios: Hybrid, Multi-cloud, DRCC. Where needed, Automation advice is also included.
 - [Multi-cloud operations - 3rd party tools that support OCI](https://learnoci.cloud/multi-cloud-operations-3rd-party-tools-that-support-oci-091207d923ed)
 
-Reviewed: 22.01.2024
+
+Reviewed: 19.08.2024
 
 # Table of Contents
 
@@ -13,11 +14,11 @@ Reviewed: 22.01.2024
 
 # Team Publications
 
- ** OS Management **: The Oracle OCI OS Management Service allows users to control the update process of Oracle Cloud Infrastructure (OCI) compute instances. By default, the update of a compute instance installs the latest available packages and patches. Just installing what is available might impact critical installed applications. It might also be desirable to keep the number of configuration variants low by ensuring all or groups of instances have the exact same versions of packages and patches installed. 
-
-- [OS Management](https://github.com/hoehenunterschied/OSManagement)
+- [OS Management](https://github.com/hoehenunterschied/OSManagement) --> OS Management service (OSMS) reaches end of life (EOL). We recommend migrating all managed instances to the OS Management Hub service.
 - [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)
+- [Using Terraform to create multiple Resource Schedules in OCI](https://karthicin.medium.com/terraform-to-create-multiple-resource-schedule-in-oracle-cloud-03aaba51b909)
+- [Bulk Tagging in OCI](https://medium.com/@ralflange/tagging-resources-in-oracle-oci-3ded10c1e28f)
 
 # Useful Links