diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chatclient.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chatclient.adoc
index 81f575de9..2dd1f5aec 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chatclient.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chatclient.adoc
@@ -53,8 +53,6 @@ public interface StreamingChatClient extends StreamingModelClient<Prompt, ChatRe
 
 The `stream` method takes a `Prompt` request similar to `ChatClient` but it streams the responses using the reactive Flux API.
 
-In real-world applications, it is more common to use the `generate` method that takes a `Prompt` instance and returns an `AiResponse`.
-
 === Prompt
 
 The https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/prompt/Prompt.java[Prompt] is a `ModelRequest` that encapsulates a list of https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] objects and optional model request options.
diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs/neo4j.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs/neo4j.adoc
index 5a33a8dc8..245c6ac0e 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs/neo4j.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/vectordbs/neo4j.adoc
@@ -22,9 +22,9 @@ d. link:https://neo4j.com/deployment-center/[Neo4j Server] instance
 
 == Configuration
 
-To connect to Neo4j and use the `Neo4jVectorStore`, you need to provide (e.g. via `application.properties`, environment variables, etc.) configurations for your instance.
+To connect to Neo4j and use the `Neo4jVectorStore`, you need to provide (e.g. via environment variables) access details for your instance.
 
-Additionally, you'll need to provide your OpenAI API Key. Set it as an environment variable like so:
+Additionally, you will need to provide your OpenAI API Key. Set it as an environment variable like sos:
 
 [source,bash]
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