include:: (devguide) fixes

Author: RichardSmedley

modules/howtos/pages/analytics-using-sdk.adoc

@@ -220,13 +220,13 @@ We can then query the Dataset as normal, using the fully qualified keyspace:
 
 [source,java]
 ----
-include::../examples/Analytics.java[tag=handle-collection,indent=0]
+include::devguide:example$java/Analytics.java[tag=handle-collection,indent=0]
 ----
 
 Note that using the `CREATE DATASET` syntax we could choose any Dataset name in any Dataverse, including the default.
 However the SDK supports this standard convention, allowing us to query from the Scope object:
 
 [source,java]
 ----
-include::../examples/Analytics.java[tag=handle-scope,indent=0]
+include::devguide:example$java/Analytics.java[tag=handle-scope,indent=0]
 ----

modules/howtos/pages/distributed-acid-transactions-from-the-sdk.adoc

@@ -131,6 +131,7 @@ You could also log a successful transaction like so:
 include::devguide:example$java/TransactionsExample.java[tag=logging-success,indent=0]
 ----
 
+
 == Key-Value Operations
 
 You can perform transactional database operations using familiar key-value CRUD methods:
@@ -258,6 +259,7 @@ Generally, you will need to do `ctx.remove(...).then(...)` rather than `ctx.remo
 --
 ====
 
+
 == {sqlpp} Queries
 
 If you already use https://www.couchbase.com/products/n1ql[{sqlpp} (formerly N1QL)], then its use in transactions is very similar.
@@ -333,6 +335,7 @@ include::devguide:example$java/TransactionsExample.java[tag=queryOptions,indent=
 | `raw(String, Object)` | Escape hatch to add arguments that are not covered by these options.
 |===
 
+
 == Mixing Key-Value and {sqlpp}
 
 Key-Value and {sqlpp} query operations can be freely intermixed, and will interact with each other as you would expect.
@@ -348,6 +351,7 @@ include::devguide:example$java/TransactionsExample.java[tag=queryRyow,indent=0]
 
 include::{version-common}@sdk:shared:partial$acid-transactions.adoc[tag=rbac]
 
+
 == Concurrent Operations
 
 The reactive API allows operations to be performed concurrently inside a transaction, which can assist performance.
@@ -370,13 +374,14 @@ These events are raised when a non-transactional write has been detected and ove
 
 [source,java]
 ----
-include::howtos:example$TransactionsExample.java[tag=concurrency,indent=0]
+include::devguide:example$java/TransactionsExample.java[tag=concurrency,indent=0]
 ----
 
 The event contains the key of the document involved, to aid the application with debugging.
 
 See xref:concept-docs:transactions.adoc#concurrency-with-non-transactional-writes[Concurrency with Non-Transactional Writes] to learn more.
 
+
 == Configuration
 
 The default configuration should be appropriate for most use-cases.
@@ -397,6 +402,7 @@ include::devguide:example$java/TransactionsExample.java[tag=config-easy,indent=0
 
 include::{version-common}@sdk:shared:partial$acid-transactions.adoc[tag=config]
 
+
 == Additional Resources
 
 * Learn more about xref:concept-docs:transactions.adoc[Distributed ACID Transactions].

modules/howtos/pages/vector-searching-with-sdk.adoc

@@ -127,6 +127,6 @@ include::devguide:example$java/Search.java[tag=vector4,indent=0]
 
 * xref:server:vector-search:vector-search.adoc[Vector Search for AI Apps docs (self-managed Couchbase Server)]
 * xref:cloud::vector-search:vector-search.adoc[Vector Search for AI Apps docs (Capella DBaaS)]
-* Vector Search in the https://docs.couchbase.com/sdk-api/couchbase-scala-client/com/couchbase/client/scala/search/vector/index.html[Scala API reference].
+* Vector Search in the https://docs.couchbase.com/sdk-api/couchbase-java-client/com/couchbase/client/java/search/vector/VectorSearch.html[Java API reference].
 
 // https://developer.couchbase.com/tutorial-python-langchain-pdf-chat