diff --git a/docs/release-notes/release_notes.md b/docs/release-notes/release_notes.md
index 5e738e137..999d806bc 100644
--- a/docs/release-notes/release_notes.md
+++ b/docs/release-notes/release_notes.md
@@ -15,18 +15,16 @@
 
 ### ✨ New Functionality
 
-- [Orchestration] 
-    - [Add Spring AI tool calling](../guides/SPRING_AI_INTEGRATION.md#tool-calling).
-    - [Add new convenient methods to set the response format for Orchestration.](https://github.com/SAP/ai-sdk-java/tree/main/docs/guides/ORCHESTRATION_CHAT_COMPLETION.md#set-a-response-format)
+- [Orchestration] [Add Spring AI tool calling](https://github.com/SAP/ai-sdk-java/tree/main/docs/guides/SPRING_AI_INTEGRATION.md#tool-calling).
+- [Orchestration] [Add new convenient methods to set the response format for Orchestration.](https://github.com/SAP/ai-sdk-java/tree/main/docs/guides/ORCHESTRATION_CHAT_COMPLETION.md#set-a-response-format)
 - [Document Grounding] [Add Document Grounding Client](https://github.com/SAP/ai-sdk-java/tree/main/docs/guides/GROUNDING.md)
     - `com.sap.ai.sdk:document-grounding:1.4.0`
-- [OpenAI]
-    - New generated model classes introduced for _AzureOpenAI_ specification dated 2024-10-21.
-    - Introducing [new user interface](../guides/OPENAI_CHAT_COMPLETION.md/#new-user-interface-v140) for chat completion wrapping the generated model classes.
-        - `OpenAiChatCompletionRequest` and `OpenAiChatCompletionResponse`' for high level request and response handling.
-        - `OpenAiUserMessage`, `OpenAiSystemMessage`, `OpenAiAssistantMessage` and `OpenAiToolMessage` for message creation for different content types.
-        - `OpenAiToolChoice` for configuring chat completion requests with tool selection strategy.
-    - Introducing new user interface for embedding calls using `OpenAiEmbeddingRequest` and `OpenAiEmbeddingResponse`.
+- [OpenAI] New generated model classes introduced for _AzureOpenAI_ specification dated 2024-10-21.
+- [OpenAI] Introducing [new user interface](https://github.com/SAP/ai-sdk-java/tree/main/docs/guides/OPENAI_CHAT_COMPLETION.md/#new-user-interface-v140) for chat completion wrapping the generated model classes.
+    - `OpenAiChatCompletionRequest` and `OpenAiChatCompletionResponse`' for high level request and response handling.
+    - `OpenAiUserMessage`, `OpenAiSystemMessage`, `OpenAiAssistantMessage` and `OpenAiToolMessage` for message creation for different content types.
+    - `OpenAiToolChoice` for configuring chat completion requests with tool selection strategy.
+- [OpenAI] Introducing new user interface for embedding calls using `OpenAiEmbeddingRequest` and `OpenAiEmbeddingResponse`.
 
 ### 📈 Improvements