diff --git a/firebase-ai/src/main/kotlin/com/google/firebase/ai/java/LiveSessionFutures.kt b/firebase-ai/src/main/kotlin/com/google/firebase/ai/java/LiveSessionFutures.kt
index b15e0522591..b37a4ce8c2b 100644
--- a/firebase-ai/src/main/kotlin/com/google/firebase/ai/java/LiveSessionFutures.kt
+++ b/firebase-ai/src/main/kotlin/com/google/firebase/ai/java/LiveSessionFutures.kt
@@ -197,9 +197,12 @@ public abstract class LiveSessionFutures internal constructor() {
   public abstract fun sendVideoRealtime(video: InlineData): ListenableFuture<Unit>
 
   /**
-   * Sends text data to the server in realtime. Check
-   * https://ai.google.dev/api/live#bidigeneratecontentrealtimeinput for details about the realtime
-   * input usage.
+   * For details about the realtime input usage, see the `BidiGenerateContentRealtimeInput`
+   * documentation (
+   * [Gemini Developer API](https://ai.google.dev/api/live#bidigeneratecontentrealtimeinput) or
+   * [Vertex AI Gemini API](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/model-reference/multimodal-live#bidigeneratecontentrealtimeinput)
+   * ).
+   *
    * @param text The text data to send.
    */
   public abstract fun sendTextRealtime(text: String): ListenableFuture<Unit>
@@ -211,7 +214,7 @@ public abstract class LiveSessionFutures internal constructor() {
    *
    * @param mediaChunks The list of [MediaData] instances representing the media data to be sent.
    */
-  @Deprecated("Use sendAudioRealtime, sendVideoRealtime, or sendTextRealtime instead")
+  @Deprecated("Use `sendAudioRealtime`, `sendVideoRealtime`, or `sendTextRealtime` instead")
   public abstract fun sendMediaStream(mediaChunks: List<MediaData>): ListenableFuture<Unit>
 
   /**
diff --git a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/Candidate.kt b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/Candidate.kt
index 5b0c57ce61a..e14d768dac8 100644
--- a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/Candidate.kt
+++ b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/Candidate.kt
@@ -84,7 +84,7 @@ internal constructor(
  *
  * The rating will be restricted to a particular [category].
  *
- * @property category The category of harm being assessed (e.g., Hate speech).
+ * @property category The category of harm being assessed (for example, Hate speech).
  * @property probability The likelihood of the content causing harm.
  * @property probabilityScore A numerical score representing the probability of harm, between `0`
  * and `1`.
diff --git a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ContentModality.kt b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ContentModality.kt
index bfdf8831a43..e4551a25a74 100644
--- a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ContentModality.kt
+++ b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ContentModality.kt
@@ -71,7 +71,7 @@ public class ContentModality private constructor(public val ordinal: Int) {
     /** Audio. */
     @JvmField public val AUDIO: ContentModality = ContentModality(4)
 
-    /** Document, e.g. PDF. */
+    /** Document (for example, PDF). */
     @JvmField public val DOCUMENT: ContentModality = ContentModality(5)
   }
 }
diff --git a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/LiveSession.kt b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/LiveSession.kt
index ea5daee30f3..f332a67aba3 100644
--- a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/LiveSession.kt
+++ b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/LiveSession.kt
@@ -342,7 +342,7 @@ internal constructor(
    *
    * @param video Encoded image data extracted from a frame of the video, used to update the model
    * on the client's conversation, with the corresponding IANA standard MIME type of the video frame
-   * data (e.g., `image/png`, `image/jpeg`, etc.).
+   * data (for example, `image/png`, `image/jpeg`, etc.).
    */
   public suspend fun sendVideoRealtime(video: InlineData) {
     FirebaseAIException.catchAsync {
diff --git a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/MediaData.kt b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/MediaData.kt
index 7647c687934..237cf72e599 100644
--- a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/MediaData.kt
+++ b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/MediaData.kt
@@ -27,7 +27,7 @@ import kotlinx.serialization.Serializable
  * [Firebase documentation](https://firebase.google.com/docs/vertex-ai/input-file-requirements).
  */
 @PublicPreviewAPI
-@Deprecated("Use InlineData instead", ReplaceWith("InlineData"))
+@Deprecated("Use `InlineData` instead", ReplaceWith("InlineData"))
 public class MediaData(public val data: ByteArray, public val mimeType: String) {
   @Serializable
   internal class Internal(
diff --git a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ResponseModality.kt b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ResponseModality.kt
index 4c1586227a2..8c2fa701894 100644
--- a/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ResponseModality.kt
+++ b/firebase-ai/src/main/kotlin/com/google/firebase/ai/type/ResponseModality.kt
@@ -20,7 +20,7 @@ import com.google.firebase.ai.common.util.FirstOrdinalSerializer
 import kotlinx.serialization.KSerializer
 import kotlinx.serialization.Serializable
 
-/** Represents the type of content present in a response (e.g., text, image, audio). */
+/** Represents the type of content present in a response (for example, text, image, audio). */
 public class ResponseModality private constructor(public val ordinal: Int) {
 
   @Serializable(Internal.Serializer::class)