Merge pull request #1225 from oracle-devrel/uschwinn-patch-27

Update README.md

Author: JesusGitHubOracle

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

@@ -4,9 +4,9 @@ On May 2nd 2024, Larry Ellison and Juan Loaiza announced the general availabilit
 
 Oracle Database 23ai is available cloud-first, in OCI on Oracle Exadata Database Service, Oracle Exadata Cloud@Customer and Oracle Base Database Service, as well as on Oracle Database@Azure with Exadata Database Service.
 
-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).
+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: 13.08.2024
+Reviewed: 21.08.2024
 
 # Useful Links  
 
@@ -19,7 +19,7 @@ Reviewed: 13.08.2024
 - [Oracle Interactive Technical Architecture Diagrams](https://docs.oracle.com/en/database/oracle/oracle-database/23/aliad/iad_home.html)
 - [Oracle Release Analyzer Diff Utility](https://oradiff.oracle.com/ords/r/oradiff/oradiff/home?session=226168768557352)
 - [Behavior Changes, Deprecations, and Desupports in Oracle Database 23c](https://docs.oracle.com/en/database/oracle/oracle-database/23/upgrd/oracle-database-changes-deprecations-desupports.html#GUID-2C4FCA8B-2617-49B9-89BD-A13A2BE42DCC)
-- [Release Schedule of Current Database Releases (Doc ID 742060.1)](https://support.oracle.com/epmos/faces/SearchDocDisplay?_adf.ctrl-state=mvnp04tut_4&_afrLoop=452693095963092#aref_section13)
+- [Release Schedule of Current Database Releases (Doc ID 742060.1)](https://support.oracle.com/knowledge/Oracle%20Database%20Products/742060_1.html)
 - [Client/Server Interoperability Support Matrix for Different Oracle Versions in my Oracle Support (Doc ID 207303.1)](https://support.oracle.com/epmos/faces/DocumentDisplay?_afrLoop=466448281697580&id=207303.1&_afrWindowMode=0&_adf.ctrl-state=nbfmqzpug_4)
 - [Database Release Notes](https://docs.oracle.com/en/database/oracle/oracle-database/23/rnrdm/purpose-these-release-notes.html)
 - [Download Oracle Database Free Get Started](https://www.oracle.com/database/free/get-started/)
@@ -75,25 +75,28 @@ Reviewed: 13.08.2024
 - [Oracle Database 23c Free Developer Release - 10 features you should know](https://blogs.oracle.com/coretec/post/oracle-database-23c-free-developer-sql)
 - [Sample data for Oracle Database](https://blogs.oracle.com/coretec/post/sample-data-for-oracle-database)
 - [Less coding using Domains](https://blogs.oracle.com/coretec/post/less-coding-with-sql-domains-in-23c)
-- [New value constructor in 23](https://blogs.oracle.com/coretec/post/new-value-constructor-in-23c)
+- [New value constructor in 23ai](https://blogs.oracle.com/coretec/post/new-value-constructor-in-23c)
 - [Schema Annotations - the new metadata](https://blogs.oracle.com/coretec/post/annotations-the-new-metadata-in-23c)
 - [Priority Transactions with high, medium and low priority](https://blogs.oracle.com/coretec/post/automatic-transaction-rollback-in-23c)
-- [Oracle Database 23c Development Edition on Docker](https://blogs.oracle.com/coretec/post/oracle-database-23c-development-edition-on-docker)
-- [23c SQL Firewall](https://blogs.oracle.com/coretec/post/oracle-database-23c-development-edition-on-docker)
-- [Lock-free reservation in 23c: how to start with](https://blogs.oracle.com/coretec/post/lock-free-reservation-in-23c)
-- [Lock-free reservation in 23c: scale your apps](https://blogs.oracle.com/coretec/post/lock-free-reservation-in-23c)
-- [SQL Transpiler in 23 - automatic PL/SQL conversion into SQL](https://blogs.oracle.com/coretec/post/sql-transpiler-in-23c)
-- [New full-text search in 23c: Ubiquitous Database Search](https://blogs.oracle.com/coretec/post/sql-transpiler-in-23c)
-- [Easy Database Search with APEX in 23c](https://blogs.oracle.com/coretec/post/easy-database-search-with-apex-in-23c)
-- [SQL statement tracking in 23c with SQL History](https://blogs.oracle.com/coretec/post/easy-sql-statement-tracking-in23c)
+- [Oracle Database 23ai Development Edition on Docker](https://blogs.oracle.com/coretec/post/oracle-database-23c-development-edition-on-docker)
+- [SQL Firewall](https://blogs.oracle.com/coretec/post/oracle-database-23c-development-edition-on-docker)
+- [Lock-free reservation in 23ai: how to start with](https://blogs.oracle.com/coretec/post/lock-free-reservation-in-23c)
+- [Lock-free reservation in 23ai: scale your apps](https://blogs.oracle.com/coretec/post/lock-free-reservation-in-23c)
+- [SQL Transpiler in 23ai - automatic PL/SQL conversion into SQL](https://blogs.oracle.com/coretec/post/sql-transpiler-in-23c)
+- [New full-text search in 23ai: Ubiquitous Database Search](https://blogs.oracle.com/coretec/post/sql-transpiler-in-23c)
+- [Easy Database Search with APEX in 23ai](https://blogs.oracle.com/coretec/post/easy-database-search-with-apex-in-23c)
+- [SQL statement tracking in 23ai with SQL History](https://blogs.oracle.com/coretec/post/easy-sql-statement-tracking-in23c)
 - [Developing a Java application using Oracle Graph Server](https://blogs.oracle.com/coretec/post/developing-a-java-application-working-on-top-of-oracle-property-graph-server)
 - [ETags with Oracle Database tables](https://blogs.oracle.com/coretec/post/valuebwith-table-data)
 - [Getting started with True Cache in Oracle Database 23ai FREE](https://blogs.oracle.com/coretec/post/true-cache-in-23ai-free)
 - [Oracle Database Advisors](https://blogs.oracle.com/coretec/post/oracle-database-advisors-overview)
 - [Getting started with vectors in 23ai](https://blogs.oracle.com/coretec/post/getting-started-with-vectors-in-23ai)
+- [JSON in Oracle Database](https://blogs.oracle.com/coretec/post/json-in-oracle-database)
 - [23ai blogs on blogs.oracle.com/coretec](https://blogs.oracle.com/coretec/category/cased-concurrency-control-rt-23ai)
 
 ## Videos
+- [Search in TEXT, XML, and JSON data](https://www.youtube.com/watch?v=zmR9zq1zMJQ)
+- [AI Vector Search](https://www.youtube.com/watch?v=_tOGB9l8cvg)
 - [Data Types in 23ai](https://youtu.be/D9vNdkmyc4k?si=Xq96eA2laNQtHD5O)
 - [JSON in Oracle Database](https://youtu.be/KMgsb-BWWc0?si=CKNoezNSycwXpQXO)
 - [Oracle True Cache](https://youtu.be/ecxflHglhJo?si=CS3wWUbmLma_Tvzv)