Fixes for asciidoc files of vector db integration (neo4j-contrib#4107)

Co-authored-by: Michael Hunger <[email protected]>

docs/asciidoc/modules/ROOT/nav.adoc

@@ -39,7 +39,7 @@ include::partial$generated-documentation/nav.adoc[]
     ** xref::database-integration/bolt-neo4j.adoc[]
     ** xref::database-integration/load-ldap.adoc[]
     ** xref::database-integration/redis.adoc[]
-    ** xref:database-integration/vectordb/index.adoc[]
+    ** xref::database-integration/vectordb/index.adoc[]
 
 * xref:graph-updates/index.adoc[]
     ** xref::graph-updates/uuid.adoc[]

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/chroma.adoc

@@ -1,4 +1,5 @@
-== ChromaDB
+
+= ChromaDB
 
 Here is a list of all available ChromaDB procedures,
 note that the list and the signature procedures are consistent with the others, like the Qdrant ones:
@@ -35,7 +36,7 @@ note that the list and the signature procedures are consistent with the others,
 where the 1st parameter can be a key defined by the apoc config `apoc.chroma.<key>.host=myHost`.
 With hostOrKey=null, the default is 'http://localhost:8000'.
 
-=== Examples
+== Examples
 
 .Create a collection (it leverages https://docs.trychroma.com/usage-guide#creating-inspecting-and-deleting-collections[this API])
 [source,cypher]

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/custom.adoc

@@ -1,5 +1,5 @@
 
-== Custom (i.e. other vector databases)
+= Custom (i.e. other vector databases)
 
 We can also interface with other db vectors that do not (yet) have dedicated procedures.
 For example, with https://docs.pinecone.io/guides/getting-started/overview[Pinecone], as we will see later.
@@ -15,7 +15,7 @@ returning a result like the others `apoc.vectordb.*.get` ones
 |===
 
 
-=== Examples
+== Examples
 
 
 The `apoc.vectordb.custom.get` can be used with every API that return something like this

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/index.adoc

@@ -42,7 +42,7 @@ Besides the above config, the `apoc.vectordb.<type>.get` and the `apoc.vectordb.
 |===
 
 
-== Ad-hoc procedures
+= Ad-hoc procedures
 
 See the following pages for more details on specific vector db procedures
 
@@ -53,7 +53,7 @@ See the following pages for more details on specific vector db procedures
 - xref:./milvus.adoc[Milvus]
 
 
-== Store Vector db info (i.e. `apoc.vectordb.configure`)
+= Store Vector db info (i.e. `apoc.vectordb.configure`)
 
 We can save some info in the System Database to be reused later, that is the host, login credentials, and mapping,
 to be used in `*.get` and `.*query` procedures, except for the `apoc.vectordb.custom.get` one.

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/milvus.adoc

@@ -1,4 +1,5 @@
-== Milvus
+
+= Milvus
 
 Here is a list of all available Milvus procedures:
 
@@ -34,7 +35,7 @@ Here is a list of all available Milvus procedures:
 where the 1st parameter can be a key defined by the apoc config `apoc.milvus.<key>.host=myHost`.
 With hostOrKey=null, the default host is 'http://localhost:19530'.
 
-=== Examples
+== Examples
 
 Here is a list of example using a local installation using th default port `19531`.
 

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/pinecone.adoc

@@ -1,4 +1,5 @@
-== Pinecone
+
+= Pinecone
 
 Here is a list of all available Pinecone procedures:
 
@@ -49,7 +50,7 @@ and equal to the host name, with the other ones, that is, the one indicated in t
 image::pinecone-index.png[width=800]
 
 
-=== Examples
+== Examples
 
 The following example assume we want to create and manage an index called `test-index`.
 

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/qdrant.adoc

@@ -1,4 +1,5 @@
-== Qdrant
+
+= Qdrant
 
 Here is a list of all available Qdrant procedures,
 note that the list and the signature procedures are consistent with the others, like the ChromaDB ones:
@@ -36,7 +37,7 @@ where the 1st parameter can be a key defined by the apoc config `apoc.qdrant.<ke
 With hostOrKey=null, the default is 'http://localhost:6333'.
 
 
-=== Examples
+== Examples
 
 .Create a collection (it leverages https://qdrant.github.io/qdrant/redoc/index.html#tag/collections/operation/create_collection[this API])
 [source,cypher]

docs/asciidoc/modules/ROOT/pages/database-integration/vectordb/weaviate.adoc

@@ -1,4 +1,5 @@
-== Weaviate
+
+= Weaviate
 
 Here is a list of all available Weaviate procedures, 
 note that the list and the signature procedures are consistent with the others, like the Qdrant ones:
@@ -37,7 +38,7 @@ note that the list and the signature procedures are consistent with the others,
 where the 1st parameter can be a key defined by the apoc config `apoc.weaviate.<key>.host=myHost`.
 With hostOrKey=null, the default is 'http://localhost:8080/v1'.
 
-=== Examples
+== Examples
 
 .Create a collection (it leverages https://weaviate.io/developers/weaviate/api/rest#tag/schema/post/schema[this API])
 [source,cypher]