diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/azure-openai-chat.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/azure-openai-chat.adoc
index fa3ffe5e6cb..f5214b961b7 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/azure-openai-chat.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/azure-openai-chat.adoc
@@ -189,7 +189,7 @@ Multimodality refers to a model's ability to simultaneously understand and proce
 Presently, the Azure OpenAI `gpt-4o` model offers multimodal support.
 
 The Azure OpenAI can incorporate a list of base64-encoded images or image urls with the message.
-Spring AI’s link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] interface facilitates multimodal AI models by introducing the link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Media.java[Media] type.
+Spring AI’s link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] interface facilitates multimodal AI models by introducing the link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/model/Media.java[Media] type.
 This type encompasses data and details regarding media attachments in messages, utilizing Spring’s `org.springframework.util.MimeType` and a `java.lang.Object` for the raw media data.
 
 Below is a code example excerpted from link:https://github.com/spring-projects/spring-ai/blob/c9a3e66f90187ce7eae7eb78c462ec622685de6c/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/OpenAiChatModelIT.java#L293[OpenAiChatModelIT.java], illustrating the fusion of user text with an image using the the `GPT_4_O` model.
diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/ollama-chat.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/ollama-chat.adoc
index 8e915a0aec3..b98019079af 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/ollama-chat.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/ollama-chat.adoc
@@ -241,7 +241,7 @@ For further details, refer to the link:https://llava-vl.github.io/[LLaVA: Large
 
 The Ollama link:https://github.com/ollama/ollama/blob/main/docs/api.md#parameters-1[Message API] provides an "images" parameter to incorporate a list of base64-encoded images with the message.
 
-Spring AI’s link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] interface facilitates multimodal AI models by introducing the link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Media.java[Media] type.
+Spring AI’s link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] interface facilitates multimodal AI models by introducing the link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/model/Media.java[Media] type.
 This type encompasses data and details regarding media attachments in messages, utilizing Spring’s `org.springframework.util.MimeType` and a `org.springframework.core.io.Resource` for the raw media data.
 
 Below is a straightforward code example excerpted from link:https://github.com/spring-projects/spring-ai/blob/main/models/spring-ai-ollama/src/test/java/org/springframework/ai/ollama/OllamaChatModelMultimodalIT.java[OllamaChatModelMultimodalIT.java], illustrating the fusion of user text with an image.
diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/openai-chat.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/openai-chat.adoc
index d23dea9ade9..14fb21a95f5 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/openai-chat.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/openai-chat.adoc
@@ -168,7 +168,7 @@ OpenAI models that offer multimodal support include `gpt-4`, `gpt-4o`, and `gpt-
 Refer to the link:https://platform.openai.com/docs/guides/vision[Vision] guide for more information.
 
 The OpenAI link:https://platform.openai.com/docs/api-reference/chat/create#chat-create-messages[User Message API] can incorporate a list of base64-encoded images or image urls with the message.
-Spring AI’s link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] interface facilitates multimodal AI models by introducing the link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Media.java[Media] type.
+Spring AI’s link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/chat/messages/Message.java[Message] interface facilitates multimodal AI models by introducing the link:https://github.com/spring-projects/spring-ai/blob/main/spring-ai-core/src/main/java/org/springframework/ai/model/Media.java[Media] type.
 This type encompasses data and details regarding media attachments in messages, utilizing Spring’s `org.springframework.util.MimeType` and a `org.springframework.core.io.Resource` for the raw media data.
 
 Below is a code example excerpted from link:https://github.com/spring-projects/spring-ai/blob/c9a3e66f90187ce7eae7eb78c462ec622685de6c/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/OpenAiChatModelIT.java#L293[OpenAiChatModelIT.java], illustrating the fusion of user text with an image using the `gpt-4o` model.