diff --git a/sdk/openai/azure-ai-openai/CHANGELOG.md b/sdk/openai/azure-ai-openai/CHANGELOG.md
index 07ad155c9b4e..19df0085d600 100644
--- a/sdk/openai/azure-ai-openai/CHANGELOG.md
+++ b/sdk/openai/azure-ai-openai/CHANGELOG.md
@@ -10,6 +10,7 @@
 Use `getAudioTranscription` or `getAudioTranscriptionWithResponse` convenience methods from respective classes.
 - Removed methods `getAudioTranslationAsResponseObject` and `getAudioTranslationAsResponseObjectWithResponse` from `OpenAIClient` and `OpenAIAsyncClient` classes.
 Use `getAudioTranslation` or `getAudioTranslationWithResponse` convenience methods from respective classes.
+- Removed property, ResponseError `error` from `ImageLocation` class.
 
 ### Bugs Fixed
 
diff --git a/sdk/openai/azure-ai-openai/README.md b/sdk/openai/azure-ai-openai/README.md
index 24086b5e4388..e010030dcb4f 100644
--- a/sdk/openai/azure-ai-openai/README.md
+++ b/sdk/openai/azure-ai-openai/README.md
@@ -276,15 +276,9 @@ ImageGenerationOptions imageGenerationOptions = new ImageGenerationOptions(
 ImageResponse images = client.getImages(imageGenerationOptions);
 
 for (ImageLocation imageLocation : images.getData()) {
-    ResponseError error = imageLocation.getError();
-    if (error != null) {
-        System.out.printf("Image generation operation failed. Error code: %s, error message: %s.%n",
-            error.getCode(), error.getMessage());
-    } else {
-        System.out.printf(
-            "Image location URL that provides temporary access to download the generated image is %s.%n",
-            imageLocation.getUrl());
-    }
+    System.out.printf(
+        "Image location URL that provides temporary access to download the generated image is %s.%n",
+        imageLocation.getUrl());
 }
 ```
 
diff --git a/sdk/openai/azure-ai-openai/assets.json b/sdk/openai/azure-ai-openai/assets.json
index b76c9230a724..606a9d079573 100644
--- a/sdk/openai/azure-ai-openai/assets.json
+++ b/sdk/openai/azure-ai-openai/assets.json
@@ -2,5 +2,5 @@
   "AssetsRepo": "Azure/azure-sdk-assets",
   "AssetsRepoPrefixPath": "java",
   "TagPrefix": "java/openai/azure-ai-openai",
-  "Tag": "java/openai/azure-ai-openai_a191d5c4de"
+  "Tag": "java/openai/azure-ai-openai_d62b613ecd"
 }
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/OpenAIClientImpl.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/OpenAIClientImpl.java
index 9bdc7d60d521..c8321f661ccd 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/OpenAIClientImpl.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/OpenAIClientImpl.java
@@ -153,7 +153,7 @@ public OpenAIClientImpl(
     @Host("{endpoint}/openai")
     @ServiceInterface(name = "OpenAIClient")
     public interface OpenAIClientService {
-        @Post("/deployments/{deploymentId}/embeddings")
+        @Post("/deployments/{deploymentId}/audio/transcriptions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -165,16 +165,16 @@ public interface OpenAIClientService {
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getEmbeddings(
+        Mono<Response<BinaryData>> getAudioTranscriptionAsPlainText(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData embeddingsOptions,
+                @BodyParam("application/json") BinaryData audioTranscriptionOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/embeddings")
+        @Post("/deployments/{deploymentId}/audio/transcriptions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -186,16 +186,17 @@ Mono<Response<BinaryData>> getEmbeddings(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getEmbeddingsSync(
+        Response<BinaryData> getAudioTranscriptionAsPlainTextSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData embeddingsOptions,
+                @BodyParam("application/json") BinaryData audioTranscriptionOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/completions")
+        // @Multipart not supported by RestProxy
+        @Post("/deployments/{deploymentId}/audio/transcriptions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -207,16 +208,18 @@ Response<BinaryData> getEmbeddingsSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getCompletions(
+        Mono<Response<BinaryData>> getAudioTranscriptionAsResponseObject(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
+                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData completionsOptions,
+                @BodyParam("multipart/form-data") BinaryData audioTranscriptionOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/completions")
+        // @Multipart not supported by RestProxy
+        @Post("/deployments/{deploymentId}/audio/transcriptions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -228,16 +231,17 @@ Mono<Response<BinaryData>> getCompletions(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getCompletionsSync(
+        Response<BinaryData> getAudioTranscriptionAsResponseObjectSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
+                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData completionsOptions,
+                @BodyParam("multipart/form-data") BinaryData audioTranscriptionOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/chat/completions")
+        @Post("/deployments/{deploymentId}/audio/translations")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -249,16 +253,16 @@ Response<BinaryData> getCompletionsSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getChatCompletions(
+        Mono<Response<BinaryData>> getAudioTranslationAsPlainText(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData chatCompletionsOptions,
+                @BodyParam("application/json") BinaryData audioTranslationOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/chat/completions")
+        @Post("/deployments/{deploymentId}/audio/translations")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -270,16 +274,17 @@ Mono<Response<BinaryData>> getChatCompletions(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getChatCompletionsSync(
+        Response<BinaryData> getAudioTranslationAsPlainTextSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData chatCompletionsOptions,
+                @BodyParam("application/json") BinaryData audioTranslationOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/extensions/chat/completions")
+        // @Multipart not supported by RestProxy
+        @Post("/deployments/{deploymentId}/audio/translations")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -291,16 +296,18 @@ Response<BinaryData> getChatCompletionsSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensions(
+        Mono<Response<BinaryData>> getAudioTranslationAsResponseObject(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
+                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData chatCompletionsOptions,
+                @BodyParam("multipart/form-data") BinaryData audioTranslationOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/extensions/chat/completions")
+        // @Multipart not supported by RestProxy
+        @Post("/deployments/{deploymentId}/audio/translations")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -312,17 +319,18 @@ Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensions(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getChatCompletionsWithAzureExtensionsSync(
+        Response<BinaryData> getAudioTranslationAsResponseObjectSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
+                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData chatCompletionsOptions,
+                @BodyParam("multipart/form-data") BinaryData audioTranslationOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/images/generations:submit")
-        @ExpectedResponses({202})
+        @Post("/deployments/{deploymentId}/completions")
+        @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
                 code = {401})
@@ -333,16 +341,17 @@ Response<BinaryData> getChatCompletionsWithAzureExtensionsSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> beginAzureBatchImageGeneration(
+        Mono<Response<BinaryData>> getCompletions(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
+                @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData imageGenerationOptions,
+                @BodyParam("application/json") BinaryData completionsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/images/generations:submit")
-        @ExpectedResponses({202})
+        @Post("/deployments/{deploymentId}/completions")
+        @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
                 code = {401})
@@ -353,15 +362,16 @@ Mono<Response<BinaryData>> beginAzureBatchImageGeneration(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> beginAzureBatchImageGenerationSync(
+        Response<BinaryData> getCompletionsSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
+                @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData imageGenerationOptions,
+                @BodyParam("application/json") BinaryData completionsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/audio/transcriptions")
+        @Post("/deployments/{deploymentId}/chat/completions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -373,16 +383,16 @@ Response<BinaryData> beginAzureBatchImageGenerationSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getAudioTranscriptionAsPlainText(
+        Mono<Response<BinaryData>> getChatCompletions(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData audioTranscriptionOptions,
+                @BodyParam("application/json") BinaryData chatCompletionsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/audio/transcriptions")
+        @Post("/deployments/{deploymentId}/chat/completions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -394,17 +404,16 @@ Mono<Response<BinaryData>> getAudioTranscriptionAsPlainText(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getAudioTranscriptionAsPlainTextSync(
+        Response<BinaryData> getChatCompletionsSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData audioTranscriptionOptions,
+                @BodyParam("application/json") BinaryData chatCompletionsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        // @Multipart not supported by RestProxy
-        @Post("/deployments/{deploymentId}/audio/transcriptions")
+        @Post("/deployments/{deploymentId}/extensions/chat/completions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -416,18 +425,16 @@ Response<BinaryData> getAudioTranscriptionAsPlainTextSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getAudioTranscriptionAsResponseObject(
+        Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensions(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
-                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("multipart/form-data") BinaryData audioTranscriptionOptions,
+                @BodyParam("application/json") BinaryData chatCompletionsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        // @Multipart not supported by RestProxy
-        @Post("/deployments/{deploymentId}/audio/transcriptions")
+        @Post("/deployments/{deploymentId}/extensions/chat/completions")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -439,18 +446,17 @@ Mono<Response<BinaryData>> getAudioTranscriptionAsResponseObject(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getAudioTranscriptionAsResponseObjectSync(
+        Response<BinaryData> getChatCompletionsWithAzureExtensionsSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
-                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("multipart/form-data") BinaryData audioTranscriptionOptions,
+                @BodyParam("application/json") BinaryData chatCompletionsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/audio/translations")
-        @ExpectedResponses({200})
+        @Post("/images/generations:submit")
+        @ExpectedResponses({202})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
                 code = {401})
@@ -461,17 +467,16 @@ Response<BinaryData> getAudioTranscriptionAsResponseObjectSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getAudioTranslationAsPlainText(
+        Mono<Response<BinaryData>> beginAzureBatchImageGeneration(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
-                @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData audioTranslationOptions,
+                @BodyParam("application/json") BinaryData imageGenerationOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        @Post("/deployments/{deploymentId}/audio/translations")
-        @ExpectedResponses({200})
+        @Post("/images/generations:submit")
+        @ExpectedResponses({202})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
                 code = {401})
@@ -482,17 +487,15 @@ Mono<Response<BinaryData>> getAudioTranslationAsPlainText(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getAudioTranslationAsPlainTextSync(
+        Response<BinaryData> beginAzureBatchImageGenerationSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
-                @PathParam("deploymentId") String deploymentOrModelName,
                 @HeaderParam("accept") String accept,
-                @BodyParam("application/json") BinaryData audioTranslationOptions,
+                @BodyParam("application/json") BinaryData imageGenerationOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        // @Multipart not supported by RestProxy
-        @Post("/deployments/{deploymentId}/audio/translations")
+        @Post("/deployments/{deploymentId}/embeddings")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -504,18 +507,16 @@ Response<BinaryData> getAudioTranslationAsPlainTextSync(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getAudioTranslationAsResponseObject(
+        Mono<Response<BinaryData>> getEmbeddings(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
-                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("multipart/form-data") BinaryData audioTranslationOptions,
+                @BodyParam("application/json") BinaryData embeddingsOptions,
                 RequestOptions requestOptions,
                 Context context);
 
-        // @Multipart not supported by RestProxy
-        @Post("/deployments/{deploymentId}/audio/translations")
+        @Post("/deployments/{deploymentId}/embeddings")
         @ExpectedResponses({200})
         @UnexpectedResponseExceptionType(
                 value = ClientAuthenticationException.class,
@@ -527,171 +528,126 @@ Mono<Response<BinaryData>> getAudioTranslationAsResponseObject(
                 value = ResourceModifiedException.class,
                 code = {409})
         @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getAudioTranslationAsResponseObjectSync(
+        Response<BinaryData> getEmbeddingsSync(
                 @HostParam("endpoint") String endpoint,
                 @QueryParam("api-version") String apiVersion,
                 @PathParam("deploymentId") String deploymentOrModelName,
-                @HeaderParam("content-type") String contentType,
                 @HeaderParam("accept") String accept,
-                @BodyParam("multipart/form-data") BinaryData audioTranslationOptions,
+                @BodyParam("application/json") BinaryData embeddingsOptions,
                 RequestOptions requestOptions,
                 Context context);
     }
 
     /**
-     * Return the embeddings for a given prompt.
+     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
+     * written language corresponding to the language it was spoken in.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     user: String (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     language: String (Optional)
+     *     prompt: String (Optional)
+     *     temperature: Double (Optional)
      *     model: String (Optional)
-     *     input (Required): [
-     *         String (Required)
-     *     ]
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * {
-     *     data (Required): [
-     *          (Required){
-     *             embedding (Required): [
-     *                 double (Required)
-     *             ]
-     *             index: int (Required)
-     *         }
-     *     ]
-     *     usage (Required): {
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
-     * }
+     * String
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param embeddingsOptions The configuration information for an embeddings request. Embeddings measure the
-     *     relatedness of text strings and are commonly used for search, clustering, recommendations, and other similar
-     *     scenarios.
+     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return representation of the response data from an embeddings request. Embeddings measure the relatedness of
-     *     text strings and are commonly used for search, clustering, recommendations, and other similar scenarios along
-     *     with {@link Response} on successful completion of {@link Mono}.
+     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response} on
+     *     successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getEmbeddingsWithResponseAsync(
-            String deploymentOrModelName, BinaryData embeddingsOptions, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getAudioTranscriptionAsPlainTextWithResponseAsync(
+            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getEmbeddings(
+                        service.getAudioTranscriptionAsPlainText(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
                                 deploymentOrModelName,
                                 accept,
-                                embeddingsOptions,
+                                audioTranscriptionOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Return the embeddings for a given prompt.
+     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
+     * written language corresponding to the language it was spoken in.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     user: String (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     language: String (Optional)
+     *     prompt: String (Optional)
+     *     temperature: Double (Optional)
      *     model: String (Optional)
-     *     input (Required): [
-     *         String (Required)
-     *     ]
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * {
-     *     data (Required): [
-     *          (Required){
-     *             embedding (Required): [
-     *                 double (Required)
-     *             ]
-     *             index: int (Required)
-     *         }
-     *     ]
-     *     usage (Required): {
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
-     * }
+     * String
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param embeddingsOptions The configuration information for an embeddings request. Embeddings measure the
-     *     relatedness of text strings and are commonly used for search, clustering, recommendations, and other similar
-     *     scenarios.
+     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return representation of the response data from an embeddings request. Embeddings measure the relatedness of
-     *     text strings and are commonly used for search, clustering, recommendations, and other similar scenarios along
-     *     with {@link Response}.
+     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getEmbeddingsWithResponse(
-            String deploymentOrModelName, BinaryData embeddingsOptions, RequestOptions requestOptions) {
+    public Response<BinaryData> getAudioTranscriptionAsPlainTextWithResponse(
+            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getEmbeddingsSync(
+        return service.getAudioTranscriptionAsPlainTextSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
                 deploymentOrModelName,
                 accept,
-                embeddingsOptions,
+                audioTranscriptionOptions,
                 requestOptions,
                 Context.NONE);
     }
 
     /**
-     * Gets completions for the provided input prompts. Completions support a wide variety of tasks and generate text
-     * that continues from or "completes" provided prompt data.
+     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
+     * written language corresponding to the language it was spoken in.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     prompt (Required): [
-     *         String (Required)
-     *     ]
-     *     max_tokens: Integer (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     language: String (Optional)
+     *     prompt: String (Optional)
      *     temperature: Double (Optional)
-     *     top_p: Double (Optional)
-     *     logit_bias (Optional): {
-     *         String: int (Optional)
-     *     }
-     *     user: String (Optional)
-     *     n: Integer (Optional)
-     *     logprobs: Integer (Optional)
-     *     echo: Boolean (Optional)
-     *     stop (Optional): [
-     *         String (Optional)
-     *     ]
-     *     presence_penalty: Double (Optional)
-     *     frequency_penalty: Double (Optional)
-     *     best_of: Integer (Optional)
-     *     stream: Boolean (Optional)
      *     model: String (Optional)
      * }
      * }</pre>
@@ -700,123 +656,71 @@ public Response<BinaryData> getEmbeddingsWithResponse(
      *
      * <pre>{@code
      * {
-     *     id: String (Required)
-     *     created: long (Required)
-     *     prompt_filter_results (Optional): [
-     *          (Optional){
-     *             prompt_index: int (Required)
-     *             content_filter_results (Optional): {
-     *                 sexual (Optional): {
-     *                     severity: String(safe/low/medium/high) (Required)
-     *                     filtered: boolean (Required)
-     *                 }
-     *                 violence (Optional): (recursive schema, see violence above)
-     *                 hate (Optional): (recursive schema, see hate above)
-     *                 self_harm (Optional): (recursive schema, see self_harm above)
-     *                 error (Optional): {
-     *                     code: String (Required)
-     *                     message: String (Required)
-     *                     target: String (Optional)
-     *                     details (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                     innererror (Optional): {
-     *                         code: String (Optional)
-     *                         innererror (Optional): (recursive schema, see innererror above)
-     *                     }
-     *                 }
-     *             }
-     *         }
-     *     ]
-     *     choices (Required): [
-     *          (Required){
+     *     text: String (Required)
+     *     task: String(transcribe/translate) (Optional)
+     *     language: String (Optional)
+     *     duration: Double (Optional)
+     *     segments (Optional): [
+     *          (Optional){
+     *             id: int (Required)
+     *             start: double (Required)
+     *             end: double (Required)
      *             text: String (Required)
-     *             index: int (Required)
-     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
-     *             logprobs (Required): {
-     *                 tokens (Required): [
-     *                     String (Required)
-     *                 ]
-     *                 token_logprobs (Required): [
-     *                     double (Required)
-     *                 ]
-     *                 top_logprobs (Required): [
-     *                      (Required){
-     *                         String: double (Required)
-     *                     }
-     *                 ]
-     *                 text_offset (Required): [
-     *                     int (Required)
-     *                 ]
-     *             }
-     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *             temperature: double (Required)
+     *             avg_logprob: double (Required)
+     *             compression_ratio: double (Required)
+     *             no_speech_prob: double (Required)
+     *             tokens (Required): [
+     *                 int (Required)
+     *             ]
+     *             seek: int (Required)
      *         }
      *     ]
-     *     usage (Required): {
-     *         completion_tokens: int (Required)
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
      * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param completionsOptions The configuration information for a completions request. Completions support a wide
-     *     variety of tasks and generate text that continues from or "completes" provided prompt data.
+     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return completions for the provided input prompts. Completions support a wide variety of tasks and generate text
-     *     that continues from or "completes" provided prompt data along with {@link Response} on successful completion
-     *     of {@link Mono}.
+     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response} on
+     *     successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getCompletionsWithResponseAsync(
-            String deploymentOrModelName, BinaryData completionsOptions, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getAudioTranscriptionAsResponseObjectWithResponseAsync(
+            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getCompletions(
+                        service.getAudioTranscriptionAsResponseObject(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
                                 deploymentOrModelName,
+                                contentType,
                                 accept,
-                                completionsOptions,
+                                audioTranscriptionOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Gets completions for the provided input prompts. Completions support a wide variety of tasks and generate text
-     * that continues from or "completes" provided prompt data.
+     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
+     * written language corresponding to the language it was spoken in.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     prompt (Required): [
-     *         String (Required)
-     *     ]
-     *     max_tokens: Integer (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     language: String (Optional)
+     *     prompt: String (Optional)
      *     temperature: Double (Optional)
-     *     top_p: Double (Optional)
-     *     logit_bias (Optional): {
-     *         String: int (Optional)
-     *     }
-     *     user: String (Optional)
-     *     n: Integer (Optional)
-     *     logprobs: Integer (Optional)
-     *     echo: Boolean (Optional)
-     *     stop (Optional): [
-     *         String (Optional)
-     *     ]
-     *     presence_penalty: Double (Optional)
-     *     frequency_penalty: Double (Optional)
-     *     best_of: Integer (Optional)
-     *     stream: Boolean (Optional)
      *     model: String (Optional)
      * }
      * }</pre>
@@ -825,437 +729,161 @@ public Mono<Response<BinaryData>> getCompletionsWithResponseAsync(
      *
      * <pre>{@code
      * {
-     *     id: String (Required)
-     *     created: long (Required)
-     *     prompt_filter_results (Optional): [
+     *     text: String (Required)
+     *     task: String(transcribe/translate) (Optional)
+     *     language: String (Optional)
+     *     duration: Double (Optional)
+     *     segments (Optional): [
      *          (Optional){
-     *             prompt_index: int (Required)
-     *             content_filter_results (Optional): {
-     *                 sexual (Optional): {
-     *                     severity: String(safe/low/medium/high) (Required)
-     *                     filtered: boolean (Required)
-     *                 }
-     *                 violence (Optional): (recursive schema, see violence above)
-     *                 hate (Optional): (recursive schema, see hate above)
-     *                 self_harm (Optional): (recursive schema, see self_harm above)
-     *                 error (Optional): {
-     *                     code: String (Required)
-     *                     message: String (Required)
-     *                     target: String (Optional)
-     *                     details (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                     innererror (Optional): {
-     *                         code: String (Optional)
-     *                         innererror (Optional): (recursive schema, see innererror above)
-     *                     }
-     *                 }
-     *             }
-     *         }
-     *     ]
-     *     choices (Required): [
-     *          (Required){
+     *             id: int (Required)
+     *             start: double (Required)
+     *             end: double (Required)
      *             text: String (Required)
-     *             index: int (Required)
-     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
-     *             logprobs (Required): {
-     *                 tokens (Required): [
-     *                     String (Required)
-     *                 ]
-     *                 token_logprobs (Required): [
-     *                     double (Required)
-     *                 ]
-     *                 top_logprobs (Required): [
-     *                      (Required){
-     *                         String: double (Required)
-     *                     }
-     *                 ]
-     *                 text_offset (Required): [
-     *                     int (Required)
-     *                 ]
-     *             }
-     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *             temperature: double (Required)
+     *             avg_logprob: double (Required)
+     *             compression_ratio: double (Required)
+     *             no_speech_prob: double (Required)
+     *             tokens (Required): [
+     *                 int (Required)
+     *             ]
+     *             seek: int (Required)
      *         }
      *     ]
-     *     usage (Required): {
-     *         completion_tokens: int (Required)
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
      * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param completionsOptions The configuration information for a completions request. Completions support a wide
-     *     variety of tasks and generate text that continues from or "completes" provided prompt data.
+     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return completions for the provided input prompts. Completions support a wide variety of tasks and generate text
-     *     that continues from or "completes" provided prompt data along with {@link Response}.
+     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getCompletionsWithResponse(
-            String deploymentOrModelName, BinaryData completionsOptions, RequestOptions requestOptions) {
+    public Response<BinaryData> getAudioTranscriptionAsResponseObjectWithResponse(
+            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
         final String accept = "application/json";
-        return service.getCompletionsSync(
+        return service.getAudioTranscriptionAsResponseObjectSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
                 deploymentOrModelName,
+                contentType,
                 accept,
-                completionsOptions,
+                audioTranscriptionOptions,
                 requestOptions,
                 Context.NONE);
     }
 
     /**
-     * Gets chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
-     * text that continues from or "completes" provided prompt data.
+     * Gets English language transcribed text and associated metadata from provided spoken audio data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     messages (Required): [
-     *          (Required){
-     *             role: String(system/assistant/user/function/tool) (Required)
-     *             content: String (Required)
-     *             name: String (Optional)
-     *             function_call (Optional): {
-     *                 name: String (Required)
-     *                 arguments: String (Required)
-     *             }
-     *             context (Optional): {
-     *                 messages (Optional): [
-     *                     (recursive schema, see above)
-     *                 ]
-     *             }
-     *         }
-     *     ]
-     *     functions (Optional): [
-     *          (Optional){
-     *             name: String (Required)
-     *             description: String (Optional)
-     *             parameters: Object (Optional)
-     *         }
-     *     ]
-     *     function_call: FunctionCallModelBase (Optional)
-     *     max_tokens: Integer (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     prompt: String (Optional)
      *     temperature: Double (Optional)
-     *     top_p: Double (Optional)
-     *     logit_bias (Optional): {
-     *         String: int (Optional)
-     *     }
-     *     user: String (Optional)
-     *     n: Integer (Optional)
-     *     stop (Optional): [
-     *         String (Optional)
-     *     ]
-     *     presence_penalty: Double (Optional)
-     *     frequency_penalty: Double (Optional)
-     *     stream: Boolean (Optional)
      *     model: String (Optional)
-     *     dataSources (Optional): [
-     *          (Optional){
-     *             type: String(AzureCognitiveSearch) (Required)
-     *             parameters: Object (Required)
-     *         }
-     *     ]
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * {
-     *     id: String (Required)
-     *     created: long (Required)
-     *     choices (Required): [
-     *          (Required){
-     *             message (Optional): {
-     *                 role: String(system/assistant/user/function/tool) (Required)
-     *                 content: String (Required)
-     *                 name: String (Optional)
-     *                 function_call (Optional): {
-     *                     name: String (Required)
-     *                     arguments: String (Required)
-     *                 }
-     *                 context (Optional): {
-     *                     messages (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                 }
-     *             }
-     *             index: int (Required)
-     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
-     *             delta (Optional): (recursive schema, see delta above)
-     *             content_filter_results (Optional): {
-     *                 sexual (Optional): {
-     *                     severity: String(safe/low/medium/high) (Required)
-     *                     filtered: boolean (Required)
-     *                 }
-     *                 violence (Optional): (recursive schema, see violence above)
-     *                 hate (Optional): (recursive schema, see hate above)
-     *                 self_harm (Optional): (recursive schema, see self_harm above)
-     *                 error (Optional): {
-     *                     code: String (Required)
-     *                     message: String (Required)
-     *                     target: String (Optional)
-     *                     details (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                     innererror (Optional): {
-     *                         code: String (Optional)
-     *                         innererror (Optional): (recursive schema, see innererror above)
-     *                     }
-     *                 }
-     *             }
-     *         }
-     *     ]
-     *     prompt_filter_results (Optional): [
-     *          (Optional){
-     *             prompt_index: int (Required)
-     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
-     *         }
-     *     ]
-     *     usage (Required): {
-     *         completion_tokens: int (Required)
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
-     * }
+     * String
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
-     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
+     * @param audioTranslationOptions The configuration information for an audio translation request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
-     *     text that continues from or "completes" provided prompt data along with {@link Response} on successful
-     *     completion of {@link Mono}.
+     * @return english language transcribed text and associated metadata from provided spoken audio data along with
+     *     {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getChatCompletionsWithResponseAsync(
-            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getAudioTranslationAsPlainTextWithResponseAsync(
+            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getChatCompletions(
+                        service.getAudioTranslationAsPlainText(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
                                 deploymentOrModelName,
                                 accept,
-                                chatCompletionsOptions,
+                                audioTranslationOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Gets chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
-     * text that continues from or "completes" provided prompt data.
+     * Gets English language transcribed text and associated metadata from provided spoken audio data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     messages (Required): [
-     *          (Required){
-     *             role: String(system/assistant/user/function/tool) (Required)
-     *             content: String (Required)
-     *             name: String (Optional)
-     *             function_call (Optional): {
-     *                 name: String (Required)
-     *                 arguments: String (Required)
-     *             }
-     *             context (Optional): {
-     *                 messages (Optional): [
-     *                     (recursive schema, see above)
-     *                 ]
-     *             }
-     *         }
-     *     ]
-     *     functions (Optional): [
-     *          (Optional){
-     *             name: String (Required)
-     *             description: String (Optional)
-     *             parameters: Object (Optional)
-     *         }
-     *     ]
-     *     function_call: FunctionCallModelBase (Optional)
-     *     max_tokens: Integer (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     prompt: String (Optional)
      *     temperature: Double (Optional)
-     *     top_p: Double (Optional)
-     *     logit_bias (Optional): {
-     *         String: int (Optional)
-     *     }
-     *     user: String (Optional)
-     *     n: Integer (Optional)
-     *     stop (Optional): [
-     *         String (Optional)
-     *     ]
-     *     presence_penalty: Double (Optional)
-     *     frequency_penalty: Double (Optional)
-     *     stream: Boolean (Optional)
      *     model: String (Optional)
-     *     dataSources (Optional): [
-     *          (Optional){
-     *             type: String(AzureCognitiveSearch) (Required)
-     *             parameters: Object (Required)
-     *         }
-     *     ]
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * {
-     *     id: String (Required)
-     *     created: long (Required)
-     *     choices (Required): [
-     *          (Required){
-     *             message (Optional): {
-     *                 role: String(system/assistant/user/function/tool) (Required)
-     *                 content: String (Required)
-     *                 name: String (Optional)
-     *                 function_call (Optional): {
-     *                     name: String (Required)
-     *                     arguments: String (Required)
-     *                 }
-     *                 context (Optional): {
-     *                     messages (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                 }
-     *             }
-     *             index: int (Required)
-     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
-     *             delta (Optional): (recursive schema, see delta above)
-     *             content_filter_results (Optional): {
-     *                 sexual (Optional): {
-     *                     severity: String(safe/low/medium/high) (Required)
-     *                     filtered: boolean (Required)
-     *                 }
-     *                 violence (Optional): (recursive schema, see violence above)
-     *                 hate (Optional): (recursive schema, see hate above)
-     *                 self_harm (Optional): (recursive schema, see self_harm above)
-     *                 error (Optional): {
-     *                     code: String (Required)
-     *                     message: String (Required)
-     *                     target: String (Optional)
-     *                     details (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                     innererror (Optional): {
-     *                         code: String (Optional)
-     *                         innererror (Optional): (recursive schema, see innererror above)
-     *                     }
-     *                 }
-     *             }
-     *         }
-     *     ]
-     *     prompt_filter_results (Optional): [
-     *          (Optional){
-     *             prompt_index: int (Required)
-     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
-     *         }
-     *     ]
-     *     usage (Required): {
-     *         completion_tokens: int (Required)
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
-     * }
+     * String
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
-     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
+     * @param audioTranslationOptions The configuration information for an audio translation request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
-     *     text that continues from or "completes" provided prompt data along with {@link Response}.
+     * @return english language transcribed text and associated metadata from provided spoken audio data along with
+     *     {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getChatCompletionsWithResponse(
-            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
+    public Response<BinaryData> getAudioTranslationAsPlainTextWithResponse(
+            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getChatCompletionsSync(
+        return service.getAudioTranslationAsPlainTextSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
                 deploymentOrModelName,
                 accept,
-                chatCompletionsOptions,
+                audioTranslationOptions,
                 requestOptions,
                 Context.NONE);
     }
 
     /**
-     * Gets chat completions for the provided chat messages. This is an Azure-specific version of chat completions that
-     * supports integration with configured data sources and other augmentations to the base chat completions
-     * capabilities.
+     * Gets English language transcribed text and associated metadata from provided spoken audio data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     messages (Required): [
-     *          (Required){
-     *             role: String(system/assistant/user/function/tool) (Required)
-     *             content: String (Required)
-     *             name: String (Optional)
-     *             function_call (Optional): {
-     *                 name: String (Required)
-     *                 arguments: String (Required)
-     *             }
-     *             context (Optional): {
-     *                 messages (Optional): [
-     *                     (recursive schema, see above)
-     *                 ]
-     *             }
-     *         }
-     *     ]
-     *     functions (Optional): [
-     *          (Optional){
-     *             name: String (Required)
-     *             description: String (Optional)
-     *             parameters: Object (Optional)
-     *         }
-     *     ]
-     *     function_call: FunctionCallModelBase (Optional)
-     *     max_tokens: Integer (Optional)
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     prompt: String (Optional)
      *     temperature: Double (Optional)
-     *     top_p: Double (Optional)
-     *     logit_bias (Optional): {
-     *         String: int (Optional)
-     *     }
-     *     user: String (Optional)
-     *     n: Integer (Optional)
-     *     stop (Optional): [
-     *         String (Optional)
-     *     ]
-     *     presence_penalty: Double (Optional)
-     *     frequency_penalty: Double (Optional)
-     *     stream: Boolean (Optional)
      *     model: String (Optional)
-     *     dataSources (Optional): [
-     *          (Optional){
-     *             type: String(AzureCognitiveSearch) (Required)
-     *             parameters: Object (Required)
-     *         }
-     *     ]
      * }
      * }</pre>
      *
@@ -1263,126 +891,138 @@ public Response<BinaryData> getChatCompletionsWithResponse(
      *
      * <pre>{@code
      * {
-     *     id: String (Required)
-     *     created: long (Required)
-     *     choices (Required): [
-     *          (Required){
-     *             message (Optional): {
-     *                 role: String(system/assistant/user/function/tool) (Required)
-     *                 content: String (Required)
-     *                 name: String (Optional)
-     *                 function_call (Optional): {
-     *                     name: String (Required)
-     *                     arguments: String (Required)
-     *                 }
-     *                 context (Optional): {
-     *                     messages (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                 }
-     *             }
-     *             index: int (Required)
-     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
-     *             delta (Optional): (recursive schema, see delta above)
-     *             content_filter_results (Optional): {
-     *                 sexual (Optional): {
-     *                     severity: String(safe/low/medium/high) (Required)
-     *                     filtered: boolean (Required)
-     *                 }
-     *                 violence (Optional): (recursive schema, see violence above)
-     *                 hate (Optional): (recursive schema, see hate above)
-     *                 self_harm (Optional): (recursive schema, see self_harm above)
-     *                 error (Optional): {
-     *                     code: String (Required)
-     *                     message: String (Required)
-     *                     target: String (Optional)
-     *                     details (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                     innererror (Optional): {
-     *                         code: String (Optional)
-     *                         innererror (Optional): (recursive schema, see innererror above)
-     *                     }
-     *                 }
-     *             }
-     *         }
-     *     ]
-     *     prompt_filter_results (Optional): [
+     *     text: String (Required)
+     *     task: String(transcribe/translate) (Optional)
+     *     language: String (Optional)
+     *     duration: Double (Optional)
+     *     segments (Optional): [
      *          (Optional){
-     *             prompt_index: int (Required)
-     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
+     *             id: int (Required)
+     *             start: double (Required)
+     *             end: double (Required)
+     *             text: String (Required)
+     *             temperature: double (Required)
+     *             avg_logprob: double (Required)
+     *             compression_ratio: double (Required)
+     *             no_speech_prob: double (Required)
+     *             tokens (Required): [
+     *                 int (Required)
+     *             ]
+     *             seek: int (Required)
      *         }
      *     ]
-     *     usage (Required): {
-     *         completion_tokens: int (Required)
-     *         prompt_tokens: int (Required)
-     *         total_tokens: int (Required)
-     *     }
      * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
-     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
+     * @param audioTranslationOptions The configuration information for an audio translation request.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return chat completions for the provided chat messages. This is an Azure-specific version of chat completions
-     *     that supports integration with configured data sources and other augmentations to the base chat completions
-     *     capabilities along with {@link Response} on successful completion of {@link Mono}.
+     * @return english language transcribed text and associated metadata from provided spoken audio data along with
+     *     {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensionsWithResponseAsync(
-            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getAudioTranslationAsResponseObjectWithResponseAsync(
+            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getChatCompletionsWithAzureExtensions(
+                        service.getAudioTranslationAsResponseObject(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
                                 deploymentOrModelName,
+                                contentType,
                                 accept,
-                                chatCompletionsOptions,
+                                audioTranslationOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Gets chat completions for the provided chat messages. This is an Azure-specific version of chat completions that
-     * supports integration with configured data sources and other augmentations to the base chat completions
-     * capabilities.
+     * Gets English language transcribed text and associated metadata from provided spoken audio data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     messages (Required): [
-     *          (Required){
-     *             role: String(system/assistant/user/function/tool) (Required)
-     *             content: String (Required)
-     *             name: String (Optional)
-     *             function_call (Optional): {
-     *                 name: String (Required)
-     *                 arguments: String (Required)
-     *             }
-     *             context (Optional): {
-     *                 messages (Optional): [
-     *                     (recursive schema, see above)
-     *                 ]
-     *             }
-     *         }
-     *     ]
-     *     functions (Optional): [
+     *     file: byte[] (Required)
+     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
+     *     prompt: String (Optional)
+     *     temperature: Double (Optional)
+     *     model: String (Optional)
+     * }
+     * }</pre>
+     *
+     * <p><strong>Response Body Schema</strong>
+     *
+     * <pre>{@code
+     * {
+     *     text: String (Required)
+     *     task: String(transcribe/translate) (Optional)
+     *     language: String (Optional)
+     *     duration: Double (Optional)
+     *     segments (Optional): [
      *          (Optional){
-     *             name: String (Required)
-     *             description: String (Optional)
-     *             parameters: Object (Optional)
+     *             id: int (Required)
+     *             start: double (Required)
+     *             end: double (Required)
+     *             text: String (Required)
+     *             temperature: double (Required)
+     *             avg_logprob: double (Required)
+     *             compression_ratio: double (Required)
+     *             no_speech_prob: double (Required)
+     *             tokens (Required): [
+     *                 int (Required)
+     *             ]
+     *             seek: int (Required)
      *         }
      *     ]
-     *     function_call: FunctionCallModelBase (Optional)
+     * }
+     * }</pre>
+     *
+     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
+     *     (when using non-Azure OpenAI) to use for this request.
+     * @param audioTranslationOptions The configuration information for an audio translation request.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return english language transcribed text and associated metadata from provided spoken audio data along with
+     *     {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAudioTranslationAsResponseObjectWithResponse(
+            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
+        final String accept = "application/json";
+        return service.getAudioTranslationAsResponseObjectSync(
+                this.getEndpoint(),
+                this.getServiceVersion().getVersion(),
+                deploymentOrModelName,
+                contentType,
+                accept,
+                audioTranslationOptions,
+                requestOptions,
+                Context.NONE);
+    }
+
+    /**
+     * Gets completions for the provided input prompts. Completions support a wide variety of tasks and generate text
+     * that continues from or "completes" provided prompt data.
+     *
+     * <p><strong>Request Body Schema</strong>
+     *
+     * <pre>{@code
+     * {
+     *     prompt (Required): [
+     *         String (Required)
+     *     ]
      *     max_tokens: Integer (Optional)
      *     temperature: Double (Optional)
      *     top_p: Double (Optional)
@@ -1391,19 +1031,16 @@ public Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensionsWithRespo
      *     }
      *     user: String (Optional)
      *     n: Integer (Optional)
+     *     logprobs: Integer (Optional)
+     *     echo: Boolean (Optional)
      *     stop (Optional): [
      *         String (Optional)
      *     ]
      *     presence_penalty: Double (Optional)
      *     frequency_penalty: Double (Optional)
+     *     best_of: Integer (Optional)
      *     stream: Boolean (Optional)
      *     model: String (Optional)
-     *     dataSources (Optional): [
-     *          (Optional){
-     *             type: String(AzureCognitiveSearch) (Required)
-     *             parameters: Object (Required)
-     *         }
-     *     ]
      * }
      * }</pre>
      *
@@ -1413,25 +1050,9 @@ public Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensionsWithRespo
      * {
      *     id: String (Required)
      *     created: long (Required)
-     *     choices (Required): [
-     *          (Required){
-     *             message (Optional): {
-     *                 role: String(system/assistant/user/function/tool) (Required)
-     *                 content: String (Required)
-     *                 name: String (Optional)
-     *                 function_call (Optional): {
-     *                     name: String (Required)
-     *                     arguments: String (Required)
-     *                 }
-     *                 context (Optional): {
-     *                     messages (Optional): [
-     *                         (recursive schema, see above)
-     *                     ]
-     *                 }
-     *             }
-     *             index: int (Required)
-     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
-     *             delta (Optional): (recursive schema, see delta above)
+     *     prompt_filter_results (Optional): [
+     *          (Optional){
+     *             prompt_index: int (Required)
      *             content_filter_results (Optional): {
      *                 sexual (Optional): {
      *                     severity: String(safe/low/medium/high) (Required)
@@ -1455,10 +1076,28 @@ public Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensionsWithRespo
      *             }
      *         }
      *     ]
-     *     prompt_filter_results (Optional): [
-     *          (Optional){
-     *             prompt_index: int (Required)
+     *     choices (Required): [
+     *          (Required){
+     *             text: String (Required)
+     *             index: int (Required)
      *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
+     *             logprobs (Required): {
+     *                 tokens (Required): [
+     *                     String (Required)
+     *                 ]
+     *                 token_logprobs (Required): [
+     *                     double (Required)
+     *                 ]
+     *                 top_logprobs (Required): [
+     *                      (Required){
+     *                         String: double (Required)
+     *                     }
+     *                 ]
+     *                 text_offset (Required): [
+     *                     int (Required)
+     *                 ]
+     *             }
+     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
      *         }
      *     ]
      *     usage (Required): {
@@ -1471,109 +1110,62 @@ public Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensionsWithRespo
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
-     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
+     * @param completionsOptions The configuration information for a completions request. Completions support a wide
+     *     variety of tasks and generate text that continues from or "completes" provided prompt data.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return chat completions for the provided chat messages. This is an Azure-specific version of chat completions
-     *     that supports integration with configured data sources and other augmentations to the base chat completions
-     *     capabilities along with {@link Response}.
+     * @return completions for the provided input prompts. Completions support a wide variety of tasks and generate text
+     *     that continues from or "completes" provided prompt data along with {@link Response} on successful completion
+     *     of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getChatCompletionsWithAzureExtensionsWithResponse(
-            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getCompletionsWithResponseAsync(
+            String deploymentOrModelName, BinaryData completionsOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getChatCompletionsWithAzureExtensionsSync(
-                this.getEndpoint(),
-                this.getServiceVersion().getVersion(),
-                deploymentOrModelName,
-                accept,
-                chatCompletionsOptions,
-                requestOptions,
-                Context.NONE);
+        return FluxUtil.withContext(
+                context ->
+                        service.getCompletions(
+                                this.getEndpoint(),
+                                this.getServiceVersion().getVersion(),
+                                deploymentOrModelName,
+                                accept,
+                                completionsOptions,
+                                requestOptions,
+                                context));
     }
 
     /**
-     * Starts the generation of a batch of images from a text caption.
+     * Gets completions for the provided input prompts. Completions support a wide variety of tasks and generate text
+     * that continues from or "completes" provided prompt data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     prompt: String (Required)
-     *     n: Integer (Optional)
-     *     size: String(256x256/512x512/1024x1024) (Optional)
-     *     response_format: String(url/b64_json) (Optional)
-     *     user: String (Optional)
-     * }
-     * }</pre>
-     *
-     * <p><strong>Response Body Schema</strong>
-     *
-     * <pre>{@code
-     * {
-     *     id: String (Required)
-     *     created: long (Required)
-     *     expires: Long (Optional)
-     *     result (Optional): {
-     *         created: long (Required)
-     *         data: DataModelBase (Required)
-     *     }
-     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         target: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         innererror (Optional): {
-     *             code: String (Optional)
-     *             innererror (Optional): (recursive schema, see innererror above)
-     *         }
+     *     prompt (Required): [
+     *         String (Required)
+     *     ]
+     *     max_tokens: Integer (Optional)
+     *     temperature: Double (Optional)
+     *     top_p: Double (Optional)
+     *     logit_bias (Optional): {
+     *         String: int (Optional)
      *     }
-     * }
-     * }</pre>
-     *
-     * @param imageGenerationOptions Represents the request data used to generate images.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a polling status update or final response payload for an image operation along with {@link Response} on
-     *     successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<Response<BinaryData>> beginAzureBatchImageGenerationWithResponseAsync(
-            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(
-                context ->
-                        service.beginAzureBatchImageGeneration(
-                                this.getEndpoint(),
-                                this.getServiceVersion().getVersion(),
-                                accept,
-                                imageGenerationOptions,
-                                requestOptions,
-                                context));
-    }
-
-    /**
-     * Starts the generation of a batch of images from a text caption.
-     *
-     * <p><strong>Request Body Schema</strong>
-     *
-     * <pre>{@code
-     * {
-     *     prompt: String (Required)
-     *     n: Integer (Optional)
-     *     size: String(256x256/512x512/1024x1024) (Optional)
-     *     response_format: String(url/b64_json) (Optional)
      *     user: String (Optional)
+     *     n: Integer (Optional)
+     *     logprobs: Integer (Optional)
+     *     echo: Boolean (Optional)
+     *     stop (Optional): [
+     *         String (Optional)
+     *     ]
+     *     presence_penalty: Double (Optional)
+     *     frequency_penalty: Double (Optional)
+     *     best_of: Integer (Optional)
+     *     stream: Boolean (Optional)
+     *     model: String (Optional)
      * }
      * }</pre>
      *
@@ -1583,60 +1175,143 @@ private Mono<Response<BinaryData>> beginAzureBatchImageGenerationWithResponseAsy
      * {
      *     id: String (Required)
      *     created: long (Required)
-     *     expires: Long (Optional)
-     *     result (Optional): {
-     *         created: long (Required)
-     *         data: DataModelBase (Required)
-     *     }
-     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         target: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         innererror (Optional): {
-     *             code: String (Optional)
-     *             innererror (Optional): (recursive schema, see innererror above)
+     *     prompt_filter_results (Optional): [
+     *          (Optional){
+     *             prompt_index: int (Required)
+     *             content_filter_results (Optional): {
+     *                 sexual (Optional): {
+     *                     severity: String(safe/low/medium/high) (Required)
+     *                     filtered: boolean (Required)
+     *                 }
+     *                 violence (Optional): (recursive schema, see violence above)
+     *                 hate (Optional): (recursive schema, see hate above)
+     *                 self_harm (Optional): (recursive schema, see self_harm above)
+     *                 error (Optional): {
+     *                     code: String (Required)
+     *                     message: String (Required)
+     *                     target: String (Optional)
+     *                     details (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                     innererror (Optional): {
+     *                         code: String (Optional)
+     *                         innererror (Optional): (recursive schema, see innererror above)
+     *                     }
+     *                 }
+     *             }
      *         }
+     *     ]
+     *     choices (Required): [
+     *          (Required){
+     *             text: String (Required)
+     *             index: int (Required)
+     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
+     *             logprobs (Required): {
+     *                 tokens (Required): [
+     *                     String (Required)
+     *                 ]
+     *                 token_logprobs (Required): [
+     *                     double (Required)
+     *                 ]
+     *                 top_logprobs (Required): [
+     *                      (Required){
+     *                         String: double (Required)
+     *                     }
+     *                 ]
+     *                 text_offset (Required): [
+     *                     int (Required)
+     *                 ]
+     *             }
+     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *         }
+     *     ]
+     *     usage (Required): {
+     *         completion_tokens: int (Required)
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
      *     }
      * }
      * }</pre>
      *
-     * @param imageGenerationOptions Represents the request data used to generate images.
+     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
+     *     (when using non-Azure OpenAI) to use for this request.
+     * @param completionsOptions The configuration information for a completions request. Completions support a wide
+     *     variety of tasks and generate text that continues from or "completes" provided prompt data.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a polling status update or final response payload for an image operation along with {@link Response}.
+     * @return completions for the provided input prompts. Completions support a wide variety of tasks and generate text
+     *     that continues from or "completes" provided prompt data along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Response<BinaryData> beginAzureBatchImageGenerationWithResponse(
-            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
+    public Response<BinaryData> getCompletionsWithResponse(
+            String deploymentOrModelName, BinaryData completionsOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.beginAzureBatchImageGenerationSync(
+        return service.getCompletionsSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
+                deploymentOrModelName,
                 accept,
-                imageGenerationOptions,
+                completionsOptions,
                 requestOptions,
                 Context.NONE);
     }
 
     /**
-     * Starts the generation of a batch of images from a text caption.
+     * Gets chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
+     * text that continues from or "completes" provided prompt data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     prompt: String (Required)
-     *     n: Integer (Optional)
-     *     size: String(256x256/512x512/1024x1024) (Optional)
-     *     response_format: String(url/b64_json) (Optional)
+     *     messages (Required): [
+     *          (Required){
+     *             role: String(system/assistant/user/function/tool) (Required)
+     *             content: String (Required)
+     *             name: String (Optional)
+     *             function_call (Optional): {
+     *                 name: String (Required)
+     *                 arguments: String (Required)
+     *             }
+     *             context (Optional): {
+     *                 messages (Optional): [
+     *                     (recursive schema, see above)
+     *                 ]
+     *             }
+     *         }
+     *     ]
+     *     functions (Optional): [
+     *          (Optional){
+     *             name: String (Required)
+     *             description: String (Optional)
+     *             parameters: Object (Optional)
+     *         }
+     *     ]
+     *     function_call: FunctionCallModelBase (Optional)
+     *     max_tokens: Integer (Optional)
+     *     temperature: Double (Optional)
+     *     top_p: Double (Optional)
+     *     logit_bias (Optional): {
+     *         String: int (Optional)
+     *     }
      *     user: String (Optional)
+     *     n: Integer (Optional)
+     *     stop (Optional): [
+     *         String (Optional)
+     *     ]
+     *     presence_penalty: Double (Optional)
+     *     frequency_penalty: Double (Optional)
+     *     stream: Boolean (Optional)
+     *     model: String (Optional)
+     *     dataSources (Optional): [
+     *          (Optional){
+     *             type: String(AzureCognitiveSearch) (Required)
+     *             parameters: Object (Required)
+     *         }
+     *     ]
      * }
      * }</pre>
      *
@@ -1646,66 +1321,144 @@ private Response<BinaryData> beginAzureBatchImageGenerationWithResponse(
      * {
      *     id: String (Required)
      *     created: long (Required)
-     *     expires: Long (Optional)
-     *     result (Optional): {
-     *         created: long (Required)
-     *         data: DataModelBase (Required)
-     *     }
-     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         target: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         innererror (Optional): {
-     *             code: String (Optional)
-     *             innererror (Optional): (recursive schema, see innererror above)
+     *     choices (Required): [
+     *          (Required){
+     *             message (Optional): {
+     *                 role: String(system/assistant/user/function/tool) (Required)
+     *                 content: String (Required)
+     *                 name: String (Optional)
+     *                 function_call (Optional): {
+     *                     name: String (Required)
+     *                     arguments: String (Required)
+     *                 }
+     *                 context (Optional): {
+     *                     messages (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                 }
+     *             }
+     *             index: int (Required)
+     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *             delta (Optional): (recursive schema, see delta above)
+     *             content_filter_results (Optional): {
+     *                 sexual (Optional): {
+     *                     severity: String(safe/low/medium/high) (Required)
+     *                     filtered: boolean (Required)
+     *                 }
+     *                 violence (Optional): (recursive schema, see violence above)
+     *                 hate (Optional): (recursive schema, see hate above)
+     *                 self_harm (Optional): (recursive schema, see self_harm above)
+     *                 error (Optional): {
+     *                     code: String (Required)
+     *                     message: String (Required)
+     *                     target: String (Optional)
+     *                     details (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                     innererror (Optional): {
+     *                         code: String (Optional)
+     *                         innererror (Optional): (recursive schema, see innererror above)
+     *                     }
+     *                 }
+     *             }
      *         }
+     *     ]
+     *     prompt_filter_results (Optional): [
+     *          (Optional){
+     *             prompt_index: int (Required)
+     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
+     *         }
+     *     ]
+     *     usage (Required): {
+     *         completion_tokens: int (Required)
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
      *     }
      * }
      * }</pre>
      *
-     * @param imageGenerationOptions Represents the request data used to generate images.
+     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
+     *     (when using non-Azure OpenAI) to use for this request.
+     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
+     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link PollerFlux} for polling of a polling status update or final response payload for an image
-     *     operation.
+     * @return chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
+     *     text that continues from or "completes" provided prompt data along with {@link Response} on successful
+     *     completion of {@link Mono}.
      */
-    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
-    public PollerFlux<BinaryData, BinaryData> beginBeginAzureBatchImageGenerationAsync(
-            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
-        return PollerFlux.create(
-                Duration.ofSeconds(1),
-                () -> this.beginAzureBatchImageGenerationWithResponseAsync(imageGenerationOptions, requestOptions),
-                new DefaultPollingStrategy<>(
-                        new PollingStrategyOptions(this.getHttpPipeline())
-                                .setEndpoint("{endpoint}/openai".replace("{endpoint}", this.getEndpoint()))
-                                .setContext(
-                                        requestOptions != null && requestOptions.getContext() != null
-                                                ? requestOptions.getContext()
-                                                : Context.NONE)
-                                .setServiceVersion(this.getServiceVersion().getVersion())),
-                TypeReference.createInstance(BinaryData.class),
-                TypeReference.createInstance(BinaryData.class));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getChatCompletionsWithResponseAsync(
+            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(
+                context ->
+                        service.getChatCompletions(
+                                this.getEndpoint(),
+                                this.getServiceVersion().getVersion(),
+                                deploymentOrModelName,
+                                accept,
+                                chatCompletionsOptions,
+                                requestOptions,
+                                context));
     }
 
     /**
-     * Starts the generation of a batch of images from a text caption.
+     * Gets chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
+     * text that continues from or "completes" provided prompt data.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     prompt: String (Required)
-     *     n: Integer (Optional)
-     *     size: String(256x256/512x512/1024x1024) (Optional)
-     *     response_format: String(url/b64_json) (Optional)
+     *     messages (Required): [
+     *          (Required){
+     *             role: String(system/assistant/user/function/tool) (Required)
+     *             content: String (Required)
+     *             name: String (Optional)
+     *             function_call (Optional): {
+     *                 name: String (Required)
+     *                 arguments: String (Required)
+     *             }
+     *             context (Optional): {
+     *                 messages (Optional): [
+     *                     (recursive schema, see above)
+     *                 ]
+     *             }
+     *         }
+     *     ]
+     *     functions (Optional): [
+     *          (Optional){
+     *             name: String (Required)
+     *             description: String (Optional)
+     *             parameters: Object (Optional)
+     *         }
+     *     ]
+     *     function_call: FunctionCallModelBase (Optional)
+     *     max_tokens: Integer (Optional)
+     *     temperature: Double (Optional)
+     *     top_p: Double (Optional)
+     *     logit_bias (Optional): {
+     *         String: int (Optional)
+     *     }
      *     user: String (Optional)
+     *     n: Integer (Optional)
+     *     stop (Optional): [
+     *         String (Optional)
+     *     ]
+     *     presence_penalty: Double (Optional)
+     *     frequency_penalty: Double (Optional)
+     *     stream: Boolean (Optional)
+     *     model: String (Optional)
+     *     dataSources (Optional): [
+     *          (Optional){
+     *             type: String(AzureCognitiveSearch) (Required)
+     *             parameters: Object (Required)
+     *         }
+     *     ]
      * }
      * }</pre>
      *
@@ -1715,165 +1468,394 @@ public PollerFlux<BinaryData, BinaryData> beginBeginAzureBatchImageGenerationAsy
      * {
      *     id: String (Required)
      *     created: long (Required)
-     *     expires: Long (Optional)
-     *     result (Optional): {
-     *         created: long (Required)
-     *         data: DataModelBase (Required)
-     *     }
-     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         target: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         innererror (Optional): {
-     *             code: String (Optional)
-     *             innererror (Optional): (recursive schema, see innererror above)
+     *     choices (Required): [
+     *          (Required){
+     *             message (Optional): {
+     *                 role: String(system/assistant/user/function/tool) (Required)
+     *                 content: String (Required)
+     *                 name: String (Optional)
+     *                 function_call (Optional): {
+     *                     name: String (Required)
+     *                     arguments: String (Required)
+     *                 }
+     *                 context (Optional): {
+     *                     messages (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                 }
+     *             }
+     *             index: int (Required)
+     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *             delta (Optional): (recursive schema, see delta above)
+     *             content_filter_results (Optional): {
+     *                 sexual (Optional): {
+     *                     severity: String(safe/low/medium/high) (Required)
+     *                     filtered: boolean (Required)
+     *                 }
+     *                 violence (Optional): (recursive schema, see violence above)
+     *                 hate (Optional): (recursive schema, see hate above)
+     *                 self_harm (Optional): (recursive schema, see self_harm above)
+     *                 error (Optional): {
+     *                     code: String (Required)
+     *                     message: String (Required)
+     *                     target: String (Optional)
+     *                     details (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                     innererror (Optional): {
+     *                         code: String (Optional)
+     *                         innererror (Optional): (recursive schema, see innererror above)
+     *                     }
+     *                 }
+     *             }
+     *         }
+     *     ]
+     *     prompt_filter_results (Optional): [
+     *          (Optional){
+     *             prompt_index: int (Required)
+     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
      *         }
+     *     ]
+     *     usage (Required): {
+     *         completion_tokens: int (Required)
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
      *     }
      * }
      * }</pre>
      *
-     * @param imageGenerationOptions Represents the request data used to generate images.
+     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
+     *     (when using non-Azure OpenAI) to use for this request.
+     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
+     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link SyncPoller} for polling of a polling status update or final response payload for an image
-     *     operation.
+     * @return chat completions for the provided chat messages. Completions support a wide variety of tasks and generate
+     *     text that continues from or "completes" provided prompt data along with {@link Response}.
      */
-    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
-    public SyncPoller<BinaryData, BinaryData> beginBeginAzureBatchImageGeneration(
-            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
-        return SyncPoller.createPoller(
-                Duration.ofSeconds(1),
-                () -> this.beginAzureBatchImageGenerationWithResponse(imageGenerationOptions, requestOptions),
-                new SyncDefaultPollingStrategy<>(
-                        new PollingStrategyOptions(this.getHttpPipeline())
-                                .setEndpoint("{endpoint}/openai".replace("{endpoint}", this.getEndpoint()))
-                                .setContext(
-                                        requestOptions != null && requestOptions.getContext() != null
-                                                ? requestOptions.getContext()
-                                                : Context.NONE)
-                                .setServiceVersion(this.getServiceVersion().getVersion())),
-                TypeReference.createInstance(BinaryData.class),
-                TypeReference.createInstance(BinaryData.class));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getChatCompletionsWithResponse(
+            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getChatCompletionsSync(
+                this.getEndpoint(),
+                this.getServiceVersion().getVersion(),
+                deploymentOrModelName,
+                accept,
+                chatCompletionsOptions,
+                requestOptions,
+                Context.NONE);
     }
 
     /**
-     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
-     * written language corresponding to the language it was spoken in.
+     * Gets chat completions for the provided chat messages. This is an Azure-specific version of chat completions that
+     * supports integration with configured data sources and other augmentations to the base chat completions
+     * capabilities.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     language: String (Optional)
-     *     prompt: String (Optional)
+     *     messages (Required): [
+     *          (Required){
+     *             role: String(system/assistant/user/function/tool) (Required)
+     *             content: String (Required)
+     *             name: String (Optional)
+     *             function_call (Optional): {
+     *                 name: String (Required)
+     *                 arguments: String (Required)
+     *             }
+     *             context (Optional): {
+     *                 messages (Optional): [
+     *                     (recursive schema, see above)
+     *                 ]
+     *             }
+     *         }
+     *     ]
+     *     functions (Optional): [
+     *          (Optional){
+     *             name: String (Required)
+     *             description: String (Optional)
+     *             parameters: Object (Optional)
+     *         }
+     *     ]
+     *     function_call: FunctionCallModelBase (Optional)
+     *     max_tokens: Integer (Optional)
      *     temperature: Double (Optional)
+     *     top_p: Double (Optional)
+     *     logit_bias (Optional): {
+     *         String: int (Optional)
+     *     }
+     *     user: String (Optional)
+     *     n: Integer (Optional)
+     *     stop (Optional): [
+     *         String (Optional)
+     *     ]
+     *     presence_penalty: Double (Optional)
+     *     frequency_penalty: Double (Optional)
+     *     stream: Boolean (Optional)
      *     model: String (Optional)
+     *     dataSources (Optional): [
+     *          (Optional){
+     *             type: String(AzureCognitiveSearch) (Required)
+     *             parameters: Object (Required)
+     *         }
+     *     ]
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * String
+     * {
+     *     id: String (Required)
+     *     created: long (Required)
+     *     choices (Required): [
+     *          (Required){
+     *             message (Optional): {
+     *                 role: String(system/assistant/user/function/tool) (Required)
+     *                 content: String (Required)
+     *                 name: String (Optional)
+     *                 function_call (Optional): {
+     *                     name: String (Required)
+     *                     arguments: String (Required)
+     *                 }
+     *                 context (Optional): {
+     *                     messages (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                 }
+     *             }
+     *             index: int (Required)
+     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *             delta (Optional): (recursive schema, see delta above)
+     *             content_filter_results (Optional): {
+     *                 sexual (Optional): {
+     *                     severity: String(safe/low/medium/high) (Required)
+     *                     filtered: boolean (Required)
+     *                 }
+     *                 violence (Optional): (recursive schema, see violence above)
+     *                 hate (Optional): (recursive schema, see hate above)
+     *                 self_harm (Optional): (recursive schema, see self_harm above)
+     *                 error (Optional): {
+     *                     code: String (Required)
+     *                     message: String (Required)
+     *                     target: String (Optional)
+     *                     details (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                     innererror (Optional): {
+     *                         code: String (Optional)
+     *                         innererror (Optional): (recursive schema, see innererror above)
+     *                     }
+     *                 }
+     *             }
+     *         }
+     *     ]
+     *     prompt_filter_results (Optional): [
+     *          (Optional){
+     *             prompt_index: int (Required)
+     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
+     *         }
+     *     ]
+     *     usage (Required): {
+     *         completion_tokens: int (Required)
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
+     *     }
+     * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
+     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
+     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response} on
-     *     successful completion of {@link Mono}.
+     * @return chat completions for the provided chat messages. This is an Azure-specific version of chat completions
+     *     that supports integration with configured data sources and other augmentations to the base chat completions
+     *     capabilities along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getAudioTranscriptionAsPlainTextWithResponseAsync(
-            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getChatCompletionsWithAzureExtensionsWithResponseAsync(
+            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getAudioTranscriptionAsPlainText(
+                        service.getChatCompletionsWithAzureExtensions(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
                                 deploymentOrModelName,
                                 accept,
-                                audioTranscriptionOptions,
+                                chatCompletionsOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
-     * written language corresponding to the language it was spoken in.
+     * Gets chat completions for the provided chat messages. This is an Azure-specific version of chat completions that
+     * supports integration with configured data sources and other augmentations to the base chat completions
+     * capabilities.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     language: String (Optional)
-     *     prompt: String (Optional)
+     *     messages (Required): [
+     *          (Required){
+     *             role: String(system/assistant/user/function/tool) (Required)
+     *             content: String (Required)
+     *             name: String (Optional)
+     *             function_call (Optional): {
+     *                 name: String (Required)
+     *                 arguments: String (Required)
+     *             }
+     *             context (Optional): {
+     *                 messages (Optional): [
+     *                     (recursive schema, see above)
+     *                 ]
+     *             }
+     *         }
+     *     ]
+     *     functions (Optional): [
+     *          (Optional){
+     *             name: String (Required)
+     *             description: String (Optional)
+     *             parameters: Object (Optional)
+     *         }
+     *     ]
+     *     function_call: FunctionCallModelBase (Optional)
+     *     max_tokens: Integer (Optional)
      *     temperature: Double (Optional)
+     *     top_p: Double (Optional)
+     *     logit_bias (Optional): {
+     *         String: int (Optional)
+     *     }
+     *     user: String (Optional)
+     *     n: Integer (Optional)
+     *     stop (Optional): [
+     *         String (Optional)
+     *     ]
+     *     presence_penalty: Double (Optional)
+     *     frequency_penalty: Double (Optional)
+     *     stream: Boolean (Optional)
      *     model: String (Optional)
+     *     dataSources (Optional): [
+     *          (Optional){
+     *             type: String(AzureCognitiveSearch) (Required)
+     *             parameters: Object (Required)
+     *         }
+     *     ]
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * String
+     * {
+     *     id: String (Required)
+     *     created: long (Required)
+     *     choices (Required): [
+     *          (Required){
+     *             message (Optional): {
+     *                 role: String(system/assistant/user/function/tool) (Required)
+     *                 content: String (Required)
+     *                 name: String (Optional)
+     *                 function_call (Optional): {
+     *                     name: String (Required)
+     *                     arguments: String (Required)
+     *                 }
+     *                 context (Optional): {
+     *                     messages (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                 }
+     *             }
+     *             index: int (Required)
+     *             finish_reason: String(stop/length/content_filter/function_call) (Required)
+     *             delta (Optional): (recursive schema, see delta above)
+     *             content_filter_results (Optional): {
+     *                 sexual (Optional): {
+     *                     severity: String(safe/low/medium/high) (Required)
+     *                     filtered: boolean (Required)
+     *                 }
+     *                 violence (Optional): (recursive schema, see violence above)
+     *                 hate (Optional): (recursive schema, see hate above)
+     *                 self_harm (Optional): (recursive schema, see self_harm above)
+     *                 error (Optional): {
+     *                     code: String (Required)
+     *                     message: String (Required)
+     *                     target: String (Optional)
+     *                     details (Optional): [
+     *                         (recursive schema, see above)
+     *                     ]
+     *                     innererror (Optional): {
+     *                         code: String (Optional)
+     *                         innererror (Optional): (recursive schema, see innererror above)
+     *                     }
+     *                 }
+     *             }
+     *         }
+     *     ]
+     *     prompt_filter_results (Optional): [
+     *          (Optional){
+     *             prompt_index: int (Required)
+     *             content_filter_results (Optional): (recursive schema, see content_filter_results above)
+     *         }
+     *     ]
+     *     usage (Required): {
+     *         completion_tokens: int (Required)
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
+     *     }
+     * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
+     * @param chatCompletionsOptions The configuration information for a chat completions request. Completions support a
+     *     wide variety of tasks and generate text that continues from or "completes" provided prompt data.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response}.
+     * @return chat completions for the provided chat messages. This is an Azure-specific version of chat completions
+     *     that supports integration with configured data sources and other augmentations to the base chat completions
+     *     capabilities along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getAudioTranscriptionAsPlainTextWithResponse(
-            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
+    public Response<BinaryData> getChatCompletionsWithAzureExtensionsWithResponse(
+            String deploymentOrModelName, BinaryData chatCompletionsOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getAudioTranscriptionAsPlainTextSync(
+        return service.getChatCompletionsWithAzureExtensionsSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
                 deploymentOrModelName,
                 accept,
-                audioTranscriptionOptions,
+                chatCompletionsOptions,
                 requestOptions,
                 Context.NONE);
     }
 
     /**
-     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
-     * written language corresponding to the language it was spoken in.
+     * Starts the generation of a batch of images from a text caption.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     language: String (Optional)
-     *     prompt: String (Optional)
-     *     temperature: Double (Optional)
-     *     model: String (Optional)
+     *     prompt: String (Required)
+     *     n: Integer (Optional)
+     *     size: String(256x256/512x512/1024x1024) (Optional)
+     *     response_format: String(url/b64_json) (Optional)
+     *     user: String (Optional)
      * }
      * }</pre>
      *
@@ -1881,72 +1863,65 @@ public Response<BinaryData> getAudioTranscriptionAsPlainTextWithResponse(
      *
      * <pre>{@code
      * {
-     *     text: String (Required)
-     *     task: String(transcribe/translate) (Optional)
-     *     language: String (Optional)
-     *     duration: Double (Optional)
-     *     segments (Optional): [
-     *          (Optional){
-     *             id: int (Required)
-     *             start: double (Required)
-     *             end: double (Required)
-     *             text: String (Required)
-     *             temperature: double (Required)
-     *             avg_logprob: double (Required)
-     *             compression_ratio: double (Required)
-     *             no_speech_prob: double (Required)
-     *             tokens (Required): [
-     *                 int (Required)
-     *             ]
-     *             seek: int (Required)
+     *     id: String (Required)
+     *     created: long (Required)
+     *     expires: Long (Optional)
+     *     result (Optional): {
+     *         created: long (Required)
+     *         data: DataModelBase (Required)
+     *     }
+     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         target: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         innererror (Optional): {
+     *             code: String (Optional)
+     *             innererror (Optional): (recursive schema, see innererror above)
      *         }
-     *     ]
+     *     }
      * }
      * }</pre>
      *
-     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
-     *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
+     * @param imageGenerationOptions Represents the request data used to generate images.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response} on
+     * @return a polling status update or final response payload for an image operation along with {@link Response} on
      *     successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getAudioTranscriptionAsResponseObjectWithResponseAsync(
-            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
+    private Mono<Response<BinaryData>> beginAzureBatchImageGenerationWithResponseAsync(
+            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getAudioTranscriptionAsResponseObject(
+                        service.beginAzureBatchImageGeneration(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
-                                deploymentOrModelName,
-                                contentType,
                                 accept,
-                                audioTranscriptionOptions,
+                                imageGenerationOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Gets transcribed text and associated metadata from provided spoken audio data. Audio will be transcribed in the
-     * written language corresponding to the language it was spoken in.
+     * Starts the generation of a batch of images from a text caption.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     language: String (Optional)
-     *     prompt: String (Optional)
-     *     temperature: Double (Optional)
-     *     model: String (Optional)
+     *     prompt: String (Required)
+     *     n: Integer (Optional)
+     *     size: String(256x256/512x512/1024x1024) (Optional)
+     *     response_format: String(url/b64_json) (Optional)
+     *     user: String (Optional)
      * }
      * }</pre>
      *
@@ -1954,161 +1929,200 @@ public Mono<Response<BinaryData>> getAudioTranscriptionAsResponseObjectWithRespo
      *
      * <pre>{@code
      * {
-     *     text: String (Required)
-     *     task: String(transcribe/translate) (Optional)
-     *     language: String (Optional)
-     *     duration: Double (Optional)
-     *     segments (Optional): [
-     *          (Optional){
-     *             id: int (Required)
-     *             start: double (Required)
-     *             end: double (Required)
-     *             text: String (Required)
-     *             temperature: double (Required)
-     *             avg_logprob: double (Required)
-     *             compression_ratio: double (Required)
-     *             no_speech_prob: double (Required)
-     *             tokens (Required): [
-     *                 int (Required)
-     *             ]
-     *             seek: int (Required)
+     *     id: String (Required)
+     *     created: long (Required)
+     *     expires: Long (Optional)
+     *     result (Optional): {
+     *         created: long (Required)
+     *         data: DataModelBase (Required)
+     *     }
+     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         target: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         innererror (Optional): {
+     *             code: String (Optional)
+     *             innererror (Optional): (recursive schema, see innererror above)
      *         }
-     *     ]
+     *     }
      * }
      * }</pre>
      *
-     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
-     *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranscriptionOptions The configuration information for an audio transcription request.
+     * @param imageGenerationOptions Represents the request data used to generate images.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return transcribed text and associated metadata from provided spoken audio data along with {@link Response}.
+     * @return a polling status update or final response payload for an image operation along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getAudioTranscriptionAsResponseObjectWithResponse(
-            String deploymentOrModelName, BinaryData audioTranscriptionOptions, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
+    private Response<BinaryData> beginAzureBatchImageGenerationWithResponse(
+            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getAudioTranscriptionAsResponseObjectSync(
+        return service.beginAzureBatchImageGenerationSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
-                deploymentOrModelName,
-                contentType,
                 accept,
-                audioTranscriptionOptions,
+                imageGenerationOptions,
                 requestOptions,
                 Context.NONE);
     }
 
     /**
-     * Gets English language transcribed text and associated metadata from provided spoken audio data.
+     * Starts the generation of a batch of images from a text caption.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     prompt: String (Optional)
-     *     temperature: Double (Optional)
-     *     model: String (Optional)
+     *     prompt: String (Required)
+     *     n: Integer (Optional)
+     *     size: String(256x256/512x512/1024x1024) (Optional)
+     *     response_format: String(url/b64_json) (Optional)
+     *     user: String (Optional)
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * String
+     * {
+     *     id: String (Required)
+     *     created: long (Required)
+     *     expires: Long (Optional)
+     *     result (Optional): {
+     *         created: long (Required)
+     *         data: DataModelBase (Required)
+     *     }
+     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         target: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         innererror (Optional): {
+     *             code: String (Optional)
+     *             innererror (Optional): (recursive schema, see innererror above)
+     *         }
+     *     }
+     * }
      * }</pre>
      *
-     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
-     *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranslationOptions The configuration information for an audio translation request.
+     * @param imageGenerationOptions Represents the request data used to generate images.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return english language transcribed text and associated metadata from provided spoken audio data along with
-     *     {@link Response} on successful completion of {@link Mono}.
+     * @return the {@link PollerFlux} for polling of a polling status update or final response payload for an image
+     *     operation.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getAudioTranslationAsPlainTextWithResponseAsync(
-            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(
-                context ->
-                        service.getAudioTranslationAsPlainText(
-                                this.getEndpoint(),
-                                this.getServiceVersion().getVersion(),
-                                deploymentOrModelName,
-                                accept,
-                                audioTranslationOptions,
-                                requestOptions,
-                                context));
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, BinaryData> beginBeginAzureBatchImageGenerationAsync(
+            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
+        return PollerFlux.create(
+                Duration.ofSeconds(1),
+                () -> this.beginAzureBatchImageGenerationWithResponseAsync(imageGenerationOptions, requestOptions),
+                new DefaultPollingStrategy<>(
+                        new PollingStrategyOptions(this.getHttpPipeline())
+                                .setEndpoint("{endpoint}/openai".replace("{endpoint}", this.getEndpoint()))
+                                .setContext(
+                                        requestOptions != null && requestOptions.getContext() != null
+                                                ? requestOptions.getContext()
+                                                : Context.NONE)
+                                .setServiceVersion(this.getServiceVersion().getVersion())),
+                TypeReference.createInstance(BinaryData.class),
+                TypeReference.createInstance(BinaryData.class));
     }
 
     /**
-     * Gets English language transcribed text and associated metadata from provided spoken audio data.
+     * Starts the generation of a batch of images from a text caption.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     prompt: String (Optional)
-     *     temperature: Double (Optional)
-     *     model: String (Optional)
+     *     prompt: String (Required)
+     *     n: Integer (Optional)
+     *     size: String(256x256/512x512/1024x1024) (Optional)
+     *     response_format: String(url/b64_json) (Optional)
+     *     user: String (Optional)
      * }
      * }</pre>
      *
      * <p><strong>Response Body Schema</strong>
      *
      * <pre>{@code
-     * String
+     * {
+     *     id: String (Required)
+     *     created: long (Required)
+     *     expires: Long (Optional)
+     *     result (Optional): {
+     *         created: long (Required)
+     *         data: DataModelBase (Required)
+     *     }
+     *     status: String(notRunning/running/succeeded/canceled/failed) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         target: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         innererror (Optional): {
+     *             code: String (Optional)
+     *             innererror (Optional): (recursive schema, see innererror above)
+     *         }
+     *     }
+     * }
      * }</pre>
      *
-     * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
-     *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranslationOptions The configuration information for an audio translation request.
+     * @param imageGenerationOptions Represents the request data used to generate images.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return english language transcribed text and associated metadata from provided spoken audio data along with
-     *     {@link Response}.
+     * @return the {@link SyncPoller} for polling of a polling status update or final response payload for an image
+     *     operation.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getAudioTranslationAsPlainTextWithResponse(
-            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getAudioTranslationAsPlainTextSync(
-                this.getEndpoint(),
-                this.getServiceVersion().getVersion(),
-                deploymentOrModelName,
-                accept,
-                audioTranslationOptions,
-                requestOptions,
-                Context.NONE);
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, BinaryData> beginBeginAzureBatchImageGeneration(
+            BinaryData imageGenerationOptions, RequestOptions requestOptions) {
+        return SyncPoller.createPoller(
+                Duration.ofSeconds(1),
+                () -> this.beginAzureBatchImageGenerationWithResponse(imageGenerationOptions, requestOptions),
+                new SyncDefaultPollingStrategy<>(
+                        new PollingStrategyOptions(this.getHttpPipeline())
+                                .setEndpoint("{endpoint}/openai".replace("{endpoint}", this.getEndpoint()))
+                                .setContext(
+                                        requestOptions != null && requestOptions.getContext() != null
+                                                ? requestOptions.getContext()
+                                                : Context.NONE)
+                                .setServiceVersion(this.getServiceVersion().getVersion())),
+                TypeReference.createInstance(BinaryData.class),
+                TypeReference.createInstance(BinaryData.class));
     }
 
     /**
-     * Gets English language transcribed text and associated metadata from provided spoken audio data.
+     * Return the embeddings for a given prompt.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     prompt: String (Optional)
-     *     temperature: Double (Optional)
+     *     user: String (Optional)
      *     model: String (Optional)
+     *     input (Required): [
+     *         String (Required)
+     *     ]
      * }
      * }</pre>
      *
@@ -2116,70 +2130,63 @@ public Response<BinaryData> getAudioTranslationAsPlainTextWithResponse(
      *
      * <pre>{@code
      * {
-     *     text: String (Required)
-     *     task: String(transcribe/translate) (Optional)
-     *     language: String (Optional)
-     *     duration: Double (Optional)
-     *     segments (Optional): [
-     *          (Optional){
-     *             id: int (Required)
-     *             start: double (Required)
-     *             end: double (Required)
-     *             text: String (Required)
-     *             temperature: double (Required)
-     *             avg_logprob: double (Required)
-     *             compression_ratio: double (Required)
-     *             no_speech_prob: double (Required)
-     *             tokens (Required): [
-     *                 int (Required)
+     *     data (Required): [
+     *          (Required){
+     *             embedding (Required): [
+     *                 double (Required)
      *             ]
-     *             seek: int (Required)
+     *             index: int (Required)
      *         }
      *     ]
+     *     usage (Required): {
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
+     *     }
      * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranslationOptions The configuration information for an audio translation request.
+     * @param embeddingsOptions The configuration information for an embeddings request. Embeddings measure the
+     *     relatedness of text strings and are commonly used for search, clustering, recommendations, and other similar
+     *     scenarios.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return english language transcribed text and associated metadata from provided spoken audio data along with
-     *     {@link Response} on successful completion of {@link Mono}.
+     * @return representation of the response data from an embeddings request. Embeddings measure the relatedness of
+     *     text strings and are commonly used for search, clustering, recommendations, and other similar scenarios along
+     *     with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getAudioTranslationAsResponseObjectWithResponseAsync(
-            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
+    public Mono<Response<BinaryData>> getEmbeddingsWithResponseAsync(
+            String deploymentOrModelName, BinaryData embeddingsOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil.withContext(
                 context ->
-                        service.getAudioTranslationAsResponseObject(
+                        service.getEmbeddings(
                                 this.getEndpoint(),
                                 this.getServiceVersion().getVersion(),
                                 deploymentOrModelName,
-                                contentType,
                                 accept,
-                                audioTranslationOptions,
+                                embeddingsOptions,
                                 requestOptions,
                                 context));
     }
 
     /**
-     * Gets English language transcribed text and associated metadata from provided spoken audio data.
+     * Return the embeddings for a given prompt.
      *
      * <p><strong>Request Body Schema</strong>
      *
      * <pre>{@code
      * {
-     *     file: byte[] (Required)
-     *     response_format: String(json/verbose_json/text/srt/vtt) (Optional)
-     *     prompt: String (Optional)
-     *     temperature: Double (Optional)
+     *     user: String (Optional)
      *     model: String (Optional)
+     *     input (Required): [
+     *         String (Required)
+     *     ]
      * }
      * }</pre>
      *
@@ -2187,52 +2194,45 @@ public Mono<Response<BinaryData>> getAudioTranslationAsResponseObjectWithRespons
      *
      * <pre>{@code
      * {
-     *     text: String (Required)
-     *     task: String(transcribe/translate) (Optional)
-     *     language: String (Optional)
-     *     duration: Double (Optional)
-     *     segments (Optional): [
-     *          (Optional){
-     *             id: int (Required)
-     *             start: double (Required)
-     *             end: double (Required)
-     *             text: String (Required)
-     *             temperature: double (Required)
-     *             avg_logprob: double (Required)
-     *             compression_ratio: double (Required)
-     *             no_speech_prob: double (Required)
-     *             tokens (Required): [
-     *                 int (Required)
+     *     data (Required): [
+     *          (Required){
+     *             embedding (Required): [
+     *                 double (Required)
      *             ]
-     *             seek: int (Required)
+     *             index: int (Required)
      *         }
      *     ]
+     *     usage (Required): {
+     *         prompt_tokens: int (Required)
+     *         total_tokens: int (Required)
+     *     }
      * }
      * }</pre>
      *
      * @param deploymentOrModelName Specifies either the model deployment name (when using Azure OpenAI) or model name
      *     (when using non-Azure OpenAI) to use for this request.
-     * @param audioTranslationOptions The configuration information for an audio translation request.
+     * @param embeddingsOptions The configuration information for an embeddings request. Embeddings measure the
+     *     relatedness of text strings and are commonly used for search, clustering, recommendations, and other similar
+     *     scenarios.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return english language transcribed text and associated metadata from provided spoken audio data along with
-     *     {@link Response}.
+     * @return representation of the response data from an embeddings request. Embeddings measure the relatedness of
+     *     text strings and are commonly used for search, clustering, recommendations, and other similar scenarios along
+     *     with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getAudioTranslationAsResponseObjectWithResponse(
-            String deploymentOrModelName, BinaryData audioTranslationOptions, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
+    public Response<BinaryData> getEmbeddingsWithResponse(
+            String deploymentOrModelName, BinaryData embeddingsOptions, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getAudioTranslationAsResponseObjectSync(
+        return service.getEmbeddingsSync(
                 this.getEndpoint(),
                 this.getServiceVersion().getVersion(),
                 deploymentOrModelName,
-                contentType,
                 accept,
-                audioTranslationOptions,
+                embeddingsOptions,
                 requestOptions,
                 Context.NONE);
     }
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/BatchImageGenerationOperationResponse.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/BatchImageGenerationOperationResponse.java
new file mode 100644
index 000000000000..4b7dc8870200
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/BatchImageGenerationOperationResponse.java
@@ -0,0 +1,146 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.implementation.models;
+
+import com.azure.ai.openai.models.AzureOpenAIOperationState;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.core.models.ResponseError;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/** A polling status update or final response payload for an image operation. */
+@Immutable
+public final class BatchImageGenerationOperationResponse {
+
+    /*
+     * The ID of the operation.
+     */
+    @Generated
+    @JsonProperty(value = "id")
+    private String id;
+
+    /*
+     * A timestamp when this job or item was created (in unix epochs).
+     */
+    @Generated
+    @JsonProperty(value = "created")
+    private long createdAt;
+
+    /*
+     * A timestamp when this operation and its associated images expire and will be deleted (in unix epochs).
+     */
+    @Generated
+    @JsonProperty(value = "expires")
+    private Long expires;
+
+    /*
+     * The result of the operation if the operation succeeded.
+     */
+    @Generated
+    @JsonProperty(value = "result")
+    private ImageGenerations result;
+
+    /*
+     * The status of the operation
+     */
+    @Generated
+    @JsonProperty(value = "status")
+    private AzureOpenAIOperationState status;
+
+    /*
+     * The error if the operation failed.
+     */
+    @Generated
+    @JsonProperty(value = "error")
+    private ResponseError error;
+
+    /**
+     * Creates an instance of BatchImageGenerationOperationResponse class.
+     *
+     * @param id the id value to set.
+     * @param createdAt the createdAt value to set.
+     * @param status the status value to set.
+     */
+    @Generated
+    private BatchImageGenerationOperationResponse(
+            String id, OffsetDateTime createdAt, AzureOpenAIOperationState status) {
+        this.id = id;
+        this.createdAt = createdAt.toEpochSecond();
+        this.status = status;
+    }
+
+    @Generated
+    @JsonCreator
+    private BatchImageGenerationOperationResponse(
+            @JsonProperty(value = "id") String id,
+            @JsonProperty(value = "created") long createdAt,
+            @JsonProperty(value = "status") AzureOpenAIOperationState status) {
+        this(id, OffsetDateTime.ofInstant(Instant.ofEpochSecond(createdAt), ZoneOffset.UTC), status);
+    }
+
+    /**
+     * Get the id property: The ID of the operation.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the createdAt property: A timestamp when this job or item was created (in unix epochs).
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the expires property: A timestamp when this operation and its associated images expire and will be deleted
+     * (in unix epochs).
+     *
+     * @return the expires value.
+     */
+    @Generated
+    public Long getExpires() {
+        return this.expires;
+    }
+
+    /**
+     * Get the result property: The result of the operation if the operation succeeded.
+     *
+     * @return the result value.
+     */
+    @Generated
+    public ImageGenerations getResult() {
+        return this.result;
+    }
+
+    /**
+     * Get the status property: The status of the operation.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public AzureOpenAIOperationState getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the error property: The error if the operation failed.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public ResponseError getError() {
+        return this.error;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ChatCompletionsOptions.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ChatCompletionsOptions.java
new file mode 100644
index 000000000000..c1c382da7c3c
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ChatCompletionsOptions.java
@@ -0,0 +1,534 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.implementation.models;
+
+import com.azure.ai.openai.models.AzureChatExtensionConfiguration;
+import com.azure.ai.openai.models.ChatMessage;
+import com.azure.ai.openai.models.FunctionDefinition;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * The configuration information for a chat completions request. Completions support a wide variety of tasks and
+ * generate text that continues from or "completes" provided prompt data.
+ */
+@Fluent
+public final class ChatCompletionsOptions {
+
+    /*
+     * The collection of context messages associated with this chat completions request.
+     * Typical usage begins with a chat message for the System role that provides instructions for
+     * the behavior of the assistant, followed by alternating messages between the User and
+     * Assistant roles.
+     */
+    @Generated
+    @JsonProperty(value = "messages")
+    private List<ChatMessage> messages;
+
+    /*
+     * A list of functions the model may generate JSON inputs for.
+     */
+    @Generated
+    @JsonProperty(value = "functions")
+    private List<FunctionDefinition> functions;
+
+    /*
+     * Controls how the model responds to function calls. "none" means the model does not call a function,
+     * and responds to the end-user. "auto" means the model can pick between an end-user or calling a function.
+     * Specifying a particular function via `{"name": "my_function"}` forces the model to call that function.
+     * "none" is the default when no functions are present. "auto" is the default if functions are present.
+     */
+    @Generated
+    @JsonProperty(value = "function_call")
+    private FunctionCallModelBase functionCall;
+
+    /*
+     * The maximum number of tokens to generate.
+     */
+    @Generated
+    @JsonProperty(value = "max_tokens")
+    private Integer maxTokens;
+
+    /*
+     * The sampling temperature to use that controls the apparent creativity of generated completions.
+     * Higher values will make output more random while lower values will make results more focused
+     * and deterministic.
+     * It is not recommended to modify temperature and top_p for the same completions request as the
+     * interaction of these two settings is difficult to predict.
+     */
+    @Generated
+    @JsonProperty(value = "temperature")
+    private Double temperature;
+
+    /*
+     * An alternative to sampling with temperature called nucleus sampling. This value causes the
+     * model to consider the results of tokens with the provided probability mass. As an example, a
+     * value of 0.15 will cause only the tokens comprising the top 15% of probability mass to be
+     * considered.
+     * It is not recommended to modify temperature and top_p for the same completions request as the
+     * interaction of these two settings is difficult to predict.
+     */
+    @Generated
+    @JsonProperty(value = "top_p")
+    private Double topP;
+
+    /*
+     * A map between GPT token IDs and bias scores that influences the probability of specific tokens
+     * appearing in a completions response. Token IDs are computed via external tokenizer tools, while
+     * bias scores reside in the range of -100 to 100 with minimum and maximum values corresponding to
+     * a full ban or exclusive selection of a token, respectively. The exact behavior of a given bias
+     * score varies by model.
+     */
+    @Generated
+    @JsonProperty(value = "logit_bias")
+    private Map<String, Integer> logitBias;
+
+    /*
+     * An identifier for the caller or end user of the operation. This may be used for tracking
+     * or rate-limiting purposes.
+     */
+    @Generated
+    @JsonProperty(value = "user")
+    private String user;
+
+    /*
+     * The number of chat completions choices that should be generated for a chat completions
+     * response.
+     * Because this setting can generate many completions, it may quickly consume your token quota.
+     * Use carefully and ensure reasonable settings for max_tokens and stop.
+     */
+    @Generated
+    @JsonProperty(value = "n")
+    private Integer n;
+
+    /*
+     * A collection of textual sequences that will end completions generation.
+     */
+    @Generated
+    @JsonProperty(value = "stop")
+    private List<String> stop;
+
+    /*
+     * A value that influences the probability of generated tokens appearing based on their existing
+     * presence in generated text.
+     * Positive values will make tokens less likely to appear when they already exist and increase the
+     * model's likelihood to output new topics.
+     */
+    @Generated
+    @JsonProperty(value = "presence_penalty")
+    private Double presencePenalty;
+
+    /*
+     * A value that influences the probability of generated tokens appearing based on their cumulative
+     * frequency in generated text.
+     * Positive values will make tokens less likely to appear as their frequency increases and
+     * decrease the likelihood of the model repeating the same statements verbatim.
+     */
+    @Generated
+    @JsonProperty(value = "frequency_penalty")
+    private Double frequencyPenalty;
+
+    /*
+     * A value indicating whether chat completions should be streamed for this request.
+     */
+    @Generated
+    @JsonProperty(value = "stream")
+    private Boolean stream;
+
+    /*
+     * The model name to provide as part of this completions request.
+     * Not applicable to Azure OpenAI, where deployment information should be included in the Azure
+     * resource URI that's connected to.
+     */
+    @Generated
+    @JsonProperty(value = "model")
+    private String model;
+
+    /*
+     * The configuration entries for Azure OpenAI chat extensions that use them.
+     * This additional specification is only compatible with Azure OpenAI.
+     */
+    @Generated
+    @JsonProperty(value = "dataSources")
+    private List<AzureChatExtensionConfiguration> dataSources;
+
+    /**
+     * Creates an instance of ChatCompletionsOptions class.
+     *
+     * @param messages the messages value to set.
+     */
+    @Generated
+    @JsonCreator
+    public ChatCompletionsOptions(@JsonProperty(value = "messages") List<ChatMessage> messages) {
+        this.messages = messages;
+    }
+
+    /**
+     * Get the messages property: The collection of context messages associated with this chat completions request.
+     * Typical usage begins with a chat message for the System role that provides instructions for the behavior of the
+     * assistant, followed by alternating messages between the User and Assistant roles.
+     *
+     * @return the messages value.
+     */
+    @Generated
+    public List<ChatMessage> getMessages() {
+        return this.messages;
+    }
+
+    /**
+     * Get the functions property: A list of functions the model may generate JSON inputs for.
+     *
+     * @return the functions value.
+     */
+    @Generated
+    public List<FunctionDefinition> getFunctions() {
+        return this.functions;
+    }
+
+    /**
+     * Set the functions property: A list of functions the model may generate JSON inputs for.
+     *
+     * @param functions the functions value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setFunctions(List<FunctionDefinition> functions) {
+        this.functions = functions;
+        return this;
+    }
+
+    /**
+     * Get the functionCall property: Controls how the model responds to function calls. "none" means the model does not
+     * call a function, and responds to the end-user. "auto" means the model can pick between an end-user or calling a
+     * function. Specifying a particular function via `{"name": "my_function"}` forces the model to call that function.
+     * "none" is the default when no functions are present. "auto" is the default if functions are present.
+     *
+     * @return the functionCall value.
+     */
+    @Generated
+    public FunctionCallModelBase getFunctionCall() {
+        return this.functionCall;
+    }
+
+    /**
+     * Set the functionCall property: Controls how the model responds to function calls. "none" means the model does not
+     * call a function, and responds to the end-user. "auto" means the model can pick between an end-user or calling a
+     * function. Specifying a particular function via `{"name": "my_function"}` forces the model to call that function.
+     * "none" is the default when no functions are present. "auto" is the default if functions are present.
+     *
+     * @param functionCall the functionCall value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setFunctionCall(FunctionCallModelBase functionCall) {
+        this.functionCall = functionCall;
+        return this;
+    }
+
+    /**
+     * Get the maxTokens property: The maximum number of tokens to generate.
+     *
+     * @return the maxTokens value.
+     */
+    @Generated
+    public Integer getMaxTokens() {
+        return this.maxTokens;
+    }
+
+    /**
+     * Set the maxTokens property: The maximum number of tokens to generate.
+     *
+     * @param maxTokens the maxTokens value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setMaxTokens(Integer maxTokens) {
+        this.maxTokens = maxTokens;
+        return this;
+    }
+
+    /**
+     * Get the temperature property: The sampling temperature to use that controls the apparent creativity of generated
+     * completions. Higher values will make output more random while lower values will make results more focused and
+     * deterministic. It is not recommended to modify temperature and top_p for the same completions request as the
+     * interaction of these two settings is difficult to predict.
+     *
+     * @return the temperature value.
+     */
+    @Generated
+    public Double getTemperature() {
+        return this.temperature;
+    }
+
+    /**
+     * Set the temperature property: The sampling temperature to use that controls the apparent creativity of generated
+     * completions. Higher values will make output more random while lower values will make results more focused and
+     * deterministic. It is not recommended to modify temperature and top_p for the same completions request as the
+     * interaction of these two settings is difficult to predict.
+     *
+     * @param temperature the temperature value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setTemperature(Double temperature) {
+        this.temperature = temperature;
+        return this;
+    }
+
+    /**
+     * Get the topP property: An alternative to sampling with temperature called nucleus sampling. This value causes the
+     * model to consider the results of tokens with the provided probability mass. As an example, a value of 0.15 will
+     * cause only the tokens comprising the top 15% of probability mass to be considered. It is not recommended to
+     * modify temperature and top_p for the same completions request as the interaction of these two settings is
+     * difficult to predict.
+     *
+     * @return the topP value.
+     */
+    @Generated
+    public Double getTopP() {
+        return this.topP;
+    }
+
+    /**
+     * Set the topP property: An alternative to sampling with temperature called nucleus sampling. This value causes the
+     * model to consider the results of tokens with the provided probability mass. As an example, a value of 0.15 will
+     * cause only the tokens comprising the top 15% of probability mass to be considered. It is not recommended to
+     * modify temperature and top_p for the same completions request as the interaction of these two settings is
+     * difficult to predict.
+     *
+     * @param topP the topP value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setTopP(Double topP) {
+        this.topP = topP;
+        return this;
+    }
+
+    /**
+     * Get the logitBias property: A map between GPT token IDs and bias scores that influences the probability of
+     * specific tokens appearing in a completions response. Token IDs are computed via external tokenizer tools, while
+     * bias scores reside in the range of -100 to 100 with minimum and maximum values corresponding to a full ban or
+     * exclusive selection of a token, respectively. The exact behavior of a given bias score varies by model.
+     *
+     * @return the logitBias value.
+     */
+    @Generated
+    public Map<String, Integer> getLogitBias() {
+        return this.logitBias;
+    }
+
+    /**
+     * Set the logitBias property: A map between GPT token IDs and bias scores that influences the probability of
+     * specific tokens appearing in a completions response. Token IDs are computed via external tokenizer tools, while
+     * bias scores reside in the range of -100 to 100 with minimum and maximum values corresponding to a full ban or
+     * exclusive selection of a token, respectively. The exact behavior of a given bias score varies by model.
+     *
+     * @param logitBias the logitBias value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setLogitBias(Map<String, Integer> logitBias) {
+        this.logitBias = logitBias;
+        return this;
+    }
+
+    /**
+     * Get the user property: An identifier for the caller or end user of the operation. This may be used for tracking
+     * or rate-limiting purposes.
+     *
+     * @return the user value.
+     */
+    @Generated
+    public String getUser() {
+        return this.user;
+    }
+
+    /**
+     * Set the user property: An identifier for the caller or end user of the operation. This may be used for tracking
+     * or rate-limiting purposes.
+     *
+     * @param user the user value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setUser(String user) {
+        this.user = user;
+        return this;
+    }
+
+    /**
+     * Get the n property: The number of chat completions choices that should be generated for a chat completions
+     * response. Because this setting can generate many completions, it may quickly consume your token quota. Use
+     * carefully and ensure reasonable settings for max_tokens and stop.
+     *
+     * @return the n value.
+     */
+    @Generated
+    public Integer getN() {
+        return this.n;
+    }
+
+    /**
+     * Set the n property: The number of chat completions choices that should be generated for a chat completions
+     * response. Because this setting can generate many completions, it may quickly consume your token quota. Use
+     * carefully and ensure reasonable settings for max_tokens and stop.
+     *
+     * @param n the n value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setN(Integer n) {
+        this.n = n;
+        return this;
+    }
+
+    /**
+     * Get the stop property: A collection of textual sequences that will end completions generation.
+     *
+     * @return the stop value.
+     */
+    @Generated
+    public List<String> getStop() {
+        return this.stop;
+    }
+
+    /**
+     * Set the stop property: A collection of textual sequences that will end completions generation.
+     *
+     * @param stop the stop value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setStop(List<String> stop) {
+        this.stop = stop;
+        return this;
+    }
+
+    /**
+     * Get the presencePenalty property: A value that influences the probability of generated tokens appearing based on
+     * their existing presence in generated text. Positive values will make tokens less likely to appear when they
+     * already exist and increase the model's likelihood to output new topics.
+     *
+     * @return the presencePenalty value.
+     */
+    @Generated
+    public Double getPresencePenalty() {
+        return this.presencePenalty;
+    }
+
+    /**
+     * Set the presencePenalty property: A value that influences the probability of generated tokens appearing based on
+     * their existing presence in generated text. Positive values will make tokens less likely to appear when they
+     * already exist and increase the model's likelihood to output new topics.
+     *
+     * @param presencePenalty the presencePenalty value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setPresencePenalty(Double presencePenalty) {
+        this.presencePenalty = presencePenalty;
+        return this;
+    }
+
+    /**
+     * Get the frequencyPenalty property: A value that influences the probability of generated tokens appearing based on
+     * their cumulative frequency in generated text. Positive values will make tokens less likely to appear as their
+     * frequency increases and decrease the likelihood of the model repeating the same statements verbatim.
+     *
+     * @return the frequencyPenalty value.
+     */
+    @Generated
+    public Double getFrequencyPenalty() {
+        return this.frequencyPenalty;
+    }
+
+    /**
+     * Set the frequencyPenalty property: A value that influences the probability of generated tokens appearing based on
+     * their cumulative frequency in generated text. Positive values will make tokens less likely to appear as their
+     * frequency increases and decrease the likelihood of the model repeating the same statements verbatim.
+     *
+     * @param frequencyPenalty the frequencyPenalty value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setFrequencyPenalty(Double frequencyPenalty) {
+        this.frequencyPenalty = frequencyPenalty;
+        return this;
+    }
+
+    /**
+     * Get the stream property: A value indicating whether chat completions should be streamed for this request.
+     *
+     * @return the stream value.
+     */
+    @Generated
+    public Boolean isStream() {
+        return this.stream;
+    }
+
+    /**
+     * Set the stream property: A value indicating whether chat completions should be streamed for this request.
+     *
+     * @param stream the stream value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setStream(Boolean stream) {
+        this.stream = stream;
+        return this;
+    }
+
+    /**
+     * Get the model property: The model name to provide as part of this completions request. Not applicable to Azure
+     * OpenAI, where deployment information should be included in the Azure resource URI that's connected to.
+     *
+     * @return the model value.
+     */
+    @Generated
+    public String getModel() {
+        return this.model;
+    }
+
+    /**
+     * Set the model property: The model name to provide as part of this completions request. Not applicable to Azure
+     * OpenAI, where deployment information should be included in the Azure resource URI that's connected to.
+     *
+     * @param model the model value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setModel(String model) {
+        this.model = model;
+        return this;
+    }
+
+    /**
+     * Get the dataSources property: The configuration entries for Azure OpenAI chat extensions that use them. This
+     * additional specification is only compatible with Azure OpenAI.
+     *
+     * @return the dataSources value.
+     */
+    @Generated
+    public List<AzureChatExtensionConfiguration> getDataSources() {
+        return this.dataSources;
+    }
+
+    /**
+     * Set the dataSources property: The configuration entries for Azure OpenAI chat extensions that use them. This
+     * additional specification is only compatible with Azure OpenAI.
+     *
+     * @param dataSources the dataSources value to set.
+     * @return the ChatCompletionsOptions object itself.
+     */
+    @Generated
+    public ChatCompletionsOptions setDataSources(List<AzureChatExtensionConfiguration> dataSources) {
+        this.dataSources = dataSources;
+        return this;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/DataModelBase.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/DataModelBase.java
new file mode 100644
index 000000000000..fc47b818a061
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/DataModelBase.java
@@ -0,0 +1,11 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.openai.implementation.models;
+
+/** The DataModelBase model. */
+public abstract class DataModelBase {
+    /** Creates an instance of DataModelBase class. */
+    protected DataModelBase() {}
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImageGenerations.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImageGenerations.java
new file mode 100644
index 000000000000..fd238c531737
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImageGenerations.java
@@ -0,0 +1,70 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.implementation.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/** The result of the operation if the operation succeeded. */
+@Immutable
+public final class ImageGenerations {
+
+    /*
+     * A timestamp when this job or item was created (in unix epochs).
+     */
+    @Generated
+    @JsonProperty(value = "created")
+    private long createdAt;
+
+    /*
+     * The images generated by the operator.
+     */
+    @Generated
+    @JsonProperty(value = "data")
+    private DataModelBase data;
+
+    /**
+     * Creates an instance of ImageGenerations class.
+     *
+     * @param createdAt the createdAt value to set.
+     * @param data the data value to set.
+     */
+    @Generated
+    public ImageGenerations(OffsetDateTime createdAt, DataModelBase data) {
+        this.createdAt = createdAt.toEpochSecond();
+        this.data = data;
+    }
+
+    @Generated
+    @JsonCreator
+    private ImageGenerations(
+            @JsonProperty(value = "created") long createdAt, @JsonProperty(value = "data") DataModelBase data) {
+        this(OffsetDateTime.ofInstant(Instant.ofEpochSecond(createdAt), ZoneOffset.UTC), data);
+    }
+
+    /**
+     * Get the createdAt property: A timestamp when this job or item was created (in unix epochs).
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the data property: The images generated by the operator.
+     *
+     * @return the data value.
+     */
+    @Generated
+    public DataModelBase getData() {
+        return this.data;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImageLocationListDataModel.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImageLocationListDataModel.java
new file mode 100644
index 000000000000..91df04df4682
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImageLocationListDataModel.java
@@ -0,0 +1,35 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.openai.implementation.models;
+
+import com.azure.ai.openai.models.ImageLocation;
+import com.azure.core.annotation.Immutable;
+import com.fasterxml.jackson.annotation.JsonValue;
+import java.util.List;
+
+/** The ImageLocationListDataModel model. */
+@Immutable
+public final class ImageLocationListDataModel extends DataModelBase {
+    private final List<ImageLocation> value;
+
+    /**
+     * Creates an instance of ImageLocationListDataModel class.
+     *
+     * @param value the value.
+     */
+    public ImageLocationListDataModel(List<ImageLocation> value) {
+        this.value = value;
+    }
+
+    /**
+     * Gets the value.
+     *
+     * @return the value.
+     */
+    @JsonValue
+    public List<ImageLocation> getValue() {
+        return this.value;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImagePayload.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImagePayload.java
new file mode 100644
index 000000000000..e894a83bd558
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImagePayload.java
@@ -0,0 +1,42 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.implementation.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+/** An image response item that directly represents the image data as a base64-encoded string. */
+@Immutable
+public final class ImagePayload {
+
+    /*
+     * The complete data for an image represented as a base64-encoded string.
+     */
+    @Generated
+    @JsonProperty(value = "b64_json")
+    private String base64Data;
+
+    /**
+     * Creates an instance of ImagePayload class.
+     *
+     * @param base64Data the base64Data value to set.
+     */
+    @Generated
+    @JsonCreator
+    public ImagePayload(@JsonProperty(value = "b64_json") String base64Data) {
+        this.base64Data = base64Data;
+    }
+
+    /**
+     * Get the base64Data property: The complete data for an image represented as a base64-encoded string.
+     *
+     * @return the base64Data value.
+     */
+    @Generated
+    public String getBase64Data() {
+        return this.base64Data;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImagePayloadListDataModel.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImagePayloadListDataModel.java
new file mode 100644
index 000000000000..b6c5c36562c7
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/ImagePayloadListDataModel.java
@@ -0,0 +1,34 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+
+package com.azure.ai.openai.implementation.models;
+
+import com.azure.core.annotation.Immutable;
+import com.fasterxml.jackson.annotation.JsonValue;
+import java.util.List;
+
+/** The ImagePayloadListDataModel model. */
+@Immutable
+public final class ImagePayloadListDataModel extends DataModelBase {
+    private final List<ImagePayload> value;
+
+    /**
+     * Creates an instance of ImagePayloadListDataModel class.
+     *
+     * @param value the value.
+     */
+    public ImagePayloadListDataModel(List<ImagePayload> value) {
+        this.value = value;
+    }
+
+    /**
+     * Gets the value.
+     *
+     * @return the value.
+     */
+    @JsonValue
+    public List<ImagePayload> getValue() {
+        return this.value;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/package-info.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/package-info.java
index b13d7b0f681e..6a7aeeb59c06 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/package-info.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/models/package-info.java
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 /** Package containing the data models for OpenAI. Azure OpenAI APIs for completions and search. */
 package com.azure.ai.openai.implementation.models;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/package-info.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/package-info.java
index 722ea38f511c..ae676025a6b6 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/package-info.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/implementation/package-info.java
@@ -1,6 +1,5 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 /** Package containing the implementations for OpenAI. Azure OpenAI APIs for completions and search. */
 package com.azure.ai.openai.implementation;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTaskLabel.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTaskLabel.java
index 36f8361ad2a4..abb7bb764636 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTaskLabel.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTaskLabel.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscription.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscription.java
index 8d7b085ce8af..4a75b68faffa 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscription.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscription.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscriptionSegment.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscriptionSegment.java
index 87e289da3b0e..e0e6def47459 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscriptionSegment.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranscriptionSegment.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslation.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslation.java
index 7c798bbbec16..626486a2e84e 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslation.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslation.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslationSegment.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslationSegment.java
index fcfac6d1332d..e0891c361232 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslationSegment.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AudioTranslationSegment.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionConfiguration.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionConfiguration.java
index f40d72f04140..998f268a5ade 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionConfiguration.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionConfiguration.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionType.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionType.java
index 18fec2bc18c4..96c08bcea576 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionType.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionType.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionsMessageContext.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionsMessageContext.java
index d124691b2312..3adaaa402e5c 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionsMessageContext.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureChatExtensionsMessageContext.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Fluent;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchChatExtensionConfiguration.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchChatExtensionConfiguration.java
index 0109a18946b9..05e48f596265 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchChatExtensionConfiguration.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchChatExtensionConfiguration.java
@@ -1,8 +1,10 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
 import com.fasterxml.jackson.annotation.JsonCreator;
 import com.fasterxml.jackson.annotation.JsonProperty;
 
@@ -10,7 +12,8 @@
  * A specific representation of configurable options for Azure Cognitive Search when using it as an Azure OpenAI chat
  * extension.
  */
-public class AzureCognitiveSearchChatExtensionConfiguration {
+@Fluent
+public final class AzureCognitiveSearchChatExtensionConfiguration {
 
     /*
      * The absolute endpoint path for the Azure Cognitive Search resource to use.
@@ -39,9 +42,9 @@ public class AzureCognitiveSearchChatExtensionConfiguration {
      */
     @JsonCreator
     public AzureCognitiveSearchChatExtensionConfiguration(
-        @JsonProperty(value = "endpoint") String endpoint,
-        @JsonProperty(value = "key") String key,
-        @JsonProperty(value = "indexName") String indexName) {
+            @JsonProperty(value = "endpoint") String endpoint,
+            @JsonProperty(value = "key") String key,
+            @JsonProperty(value = "indexName") String indexName) {
         this.endpoint = endpoint;
         this.key = key;
         this.indexName = indexName;
@@ -106,4 +109,232 @@ public AzureCognitiveSearchChatExtensionConfiguration setIndexName(String indexN
         this.indexName = indexName;
         return this;
     }
+
+    /*
+     * The type label to use when configuring Azure OpenAI chat extensions. This should typically not be changed from
+     * its
+     * default value for Azure Cognitive Search.
+     */
+    @Generated
+    @JsonProperty(value = "type")
+    private AzureChatExtensionType type = AzureChatExtensionType.AZURE_COGNITIVE_SEARCH;
+
+    /*
+     * Customized field mapping behavior to use when interacting with the search index.
+     */
+    @Generated
+    @JsonProperty(value = "fieldsMapping")
+    private AzureCognitiveSearchIndexFieldMappingOptions fieldsMapping;
+
+    /*
+     * The configured top number of documents to feature for the configured query.
+     */
+    @Generated
+    @JsonProperty(value = "topNDocuments")
+    private Integer topNDocuments;
+
+    /*
+     * The query type to use with Azure Cognitive Search.
+     */
+    @Generated
+    @JsonProperty(value = "queryType")
+    private AzureCognitiveSearchQueryType queryType;
+
+    /*
+     * Whether queries should be restricted to use of indexed data.
+     */
+    @Generated
+    @JsonProperty(value = "inScope")
+    private Boolean inScope;
+
+    /*
+     * The additional semantic configuration for the query.
+     */
+    @Generated
+    @JsonProperty(value = "semanticConfiguration")
+    private String semanticConfiguration;
+
+    /*
+     * When using embeddings for search, specifies the resource URL from which embeddings should be retrieved.
+     */
+    @Generated
+    @JsonProperty(value = "embeddingEndpoint")
+    private String embeddingEndpoint;
+
+    /*
+     * When using embeddings, specifies the API key to use with the provided embeddings endpoint.
+     */
+    @Generated
+    @JsonProperty(value = "embeddingKey")
+    private String embeddingKey;
+
+    /**
+     * Get the type property: The type label to use when configuring Azure OpenAI chat extensions. This should typically
+     * not be changed from its default value for Azure Cognitive Search.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public AzureChatExtensionType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the fieldsMapping property: Customized field mapping behavior to use when interacting with the search index.
+     *
+     * @return the fieldsMapping value.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions getFieldsMapping() {
+        return this.fieldsMapping;
+    }
+
+    /**
+     * Set the fieldsMapping property: Customized field mapping behavior to use when interacting with the search index.
+     *
+     * @param fieldsMapping the fieldsMapping value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setFieldsMapping(
+            AzureCognitiveSearchIndexFieldMappingOptions fieldsMapping) {
+        this.fieldsMapping = fieldsMapping;
+        return this;
+    }
+
+    /**
+     * Get the topNDocuments property: The configured top number of documents to feature for the configured query.
+     *
+     * @return the topNDocuments value.
+     */
+    @Generated
+    public Integer getTopNDocuments() {
+        return this.topNDocuments;
+    }
+
+    /**
+     * Set the topNDocuments property: The configured top number of documents to feature for the configured query.
+     *
+     * @param topNDocuments the topNDocuments value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setTopNDocuments(Integer topNDocuments) {
+        this.topNDocuments = topNDocuments;
+        return this;
+    }
+
+    /**
+     * Get the queryType property: The query type to use with Azure Cognitive Search.
+     *
+     * @return the queryType value.
+     */
+    @Generated
+    public AzureCognitiveSearchQueryType getQueryType() {
+        return this.queryType;
+    }
+
+    /**
+     * Set the queryType property: The query type to use with Azure Cognitive Search.
+     *
+     * @param queryType the queryType value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setQueryType(AzureCognitiveSearchQueryType queryType) {
+        this.queryType = queryType;
+        return this;
+    }
+
+    /**
+     * Get the inScope property: Whether queries should be restricted to use of indexed data.
+     *
+     * @return the inScope value.
+     */
+    @Generated
+    public Boolean isInScope() {
+        return this.inScope;
+    }
+
+    /**
+     * Set the inScope property: Whether queries should be restricted to use of indexed data.
+     *
+     * @param inScope the inScope value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setInScope(Boolean inScope) {
+        this.inScope = inScope;
+        return this;
+    }
+
+    /**
+     * Get the semanticConfiguration property: The additional semantic configuration for the query.
+     *
+     * @return the semanticConfiguration value.
+     */
+    @Generated
+    public String getSemanticConfiguration() {
+        return this.semanticConfiguration;
+    }
+
+    /**
+     * Set the semanticConfiguration property: The additional semantic configuration for the query.
+     *
+     * @param semanticConfiguration the semanticConfiguration value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setSemanticConfiguration(String semanticConfiguration) {
+        this.semanticConfiguration = semanticConfiguration;
+        return this;
+    }
+
+    /**
+     * Get the embeddingEndpoint property: When using embeddings for search, specifies the resource URL from which
+     * embeddings should be retrieved.
+     *
+     * @return the embeddingEndpoint value.
+     */
+    @Generated
+    public String getEmbeddingEndpoint() {
+        return this.embeddingEndpoint;
+    }
+
+    /**
+     * Set the embeddingEndpoint property: When using embeddings for search, specifies the resource URL from which
+     * embeddings should be retrieved.
+     *
+     * @param embeddingEndpoint the embeddingEndpoint value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setEmbeddingEndpoint(String embeddingEndpoint) {
+        this.embeddingEndpoint = embeddingEndpoint;
+        return this;
+    }
+
+    /**
+     * Get the embeddingKey property: When using embeddings, specifies the API key to use with the provided embeddings
+     * endpoint.
+     *
+     * @return the embeddingKey value.
+     */
+    @Generated
+    public String getEmbeddingKey() {
+        return this.embeddingKey;
+    }
+
+    /**
+     * Set the embeddingKey property: When using embeddings, specifies the API key to use with the provided embeddings
+     * endpoint.
+     *
+     * @param embeddingKey the embeddingKey value to set.
+     * @return the AzureCognitiveSearchChatExtensionConfiguration object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchChatExtensionConfiguration setEmbeddingKey(String embeddingKey) {
+        this.embeddingKey = embeddingKey;
+        return this;
+    }
 }
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchIndexFieldMappingOptions.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchIndexFieldMappingOptions.java
new file mode 100644
index 000000000000..49aec90d7490
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchIndexFieldMappingOptions.java
@@ -0,0 +1,192 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import java.util.List;
+
+/** Optional settings to control how fields are processed when using a configured Azure Cognitive Search resource. */
+@Fluent
+public final class AzureCognitiveSearchIndexFieldMappingOptions {
+
+    /*
+     * The name of the index field to use as a title.
+     */
+    @Generated
+    @JsonProperty(value = "titleField")
+    private String titleField;
+
+    /*
+     * The name of the index field to use as a URL.
+     */
+    @Generated
+    @JsonProperty(value = "urlField")
+    private String urlField;
+
+    /*
+     * The name of the index field to use as a filepath.
+     */
+    @Generated
+    @JsonProperty(value = "filepathField")
+    private String filepathField;
+
+    /*
+     * The names of index fields that should be treated as content.
+     */
+    @Generated
+    @JsonProperty(value = "contentFieldNames")
+    private List<String> contentFieldNames;
+
+    /*
+     * The separator pattern that content fields should use.
+     */
+    @Generated
+    @JsonProperty(value = "contentFieldSeparator")
+    private String contentFieldSeparator;
+
+    /*
+     * The names of fields that represent vector data.
+     */
+    @Generated
+    @JsonProperty(value = "vectorFields")
+    private List<String> vectorFields;
+
+    /** Creates an instance of AzureCognitiveSearchIndexFieldMappingOptions class. */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions() {}
+
+    /**
+     * Get the titleField property: The name of the index field to use as a title.
+     *
+     * @return the titleField value.
+     */
+    @Generated
+    public String getTitleField() {
+        return this.titleField;
+    }
+
+    /**
+     * Set the titleField property: The name of the index field to use as a title.
+     *
+     * @param titleField the titleField value to set.
+     * @return the AzureCognitiveSearchIndexFieldMappingOptions object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions setTitleField(String titleField) {
+        this.titleField = titleField;
+        return this;
+    }
+
+    /**
+     * Get the urlField property: The name of the index field to use as a URL.
+     *
+     * @return the urlField value.
+     */
+    @Generated
+    public String getUrlField() {
+        return this.urlField;
+    }
+
+    /**
+     * Set the urlField property: The name of the index field to use as a URL.
+     *
+     * @param urlField the urlField value to set.
+     * @return the AzureCognitiveSearchIndexFieldMappingOptions object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions setUrlField(String urlField) {
+        this.urlField = urlField;
+        return this;
+    }
+
+    /**
+     * Get the filepathField property: The name of the index field to use as a filepath.
+     *
+     * @return the filepathField value.
+     */
+    @Generated
+    public String getFilepathField() {
+        return this.filepathField;
+    }
+
+    /**
+     * Set the filepathField property: The name of the index field to use as a filepath.
+     *
+     * @param filepathField the filepathField value to set.
+     * @return the AzureCognitiveSearchIndexFieldMappingOptions object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions setFilepathField(String filepathField) {
+        this.filepathField = filepathField;
+        return this;
+    }
+
+    /**
+     * Get the contentFieldNames property: The names of index fields that should be treated as content.
+     *
+     * @return the contentFieldNames value.
+     */
+    @Generated
+    public List<String> getContentFieldNames() {
+        return this.contentFieldNames;
+    }
+
+    /**
+     * Set the contentFieldNames property: The names of index fields that should be treated as content.
+     *
+     * @param contentFieldNames the contentFieldNames value to set.
+     * @return the AzureCognitiveSearchIndexFieldMappingOptions object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions setContentFieldNames(List<String> contentFieldNames) {
+        this.contentFieldNames = contentFieldNames;
+        return this;
+    }
+
+    /**
+     * Get the contentFieldSeparator property: The separator pattern that content fields should use.
+     *
+     * @return the contentFieldSeparator value.
+     */
+    @Generated
+    public String getContentFieldSeparator() {
+        return this.contentFieldSeparator;
+    }
+
+    /**
+     * Set the contentFieldSeparator property: The separator pattern that content fields should use.
+     *
+     * @param contentFieldSeparator the contentFieldSeparator value to set.
+     * @return the AzureCognitiveSearchIndexFieldMappingOptions object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions setContentFieldSeparator(String contentFieldSeparator) {
+        this.contentFieldSeparator = contentFieldSeparator;
+        return this;
+    }
+
+    /**
+     * Get the vectorFields property: The names of fields that represent vector data.
+     *
+     * @return the vectorFields value.
+     */
+    @Generated
+    public List<String> getVectorFields() {
+        return this.vectorFields;
+    }
+
+    /**
+     * Set the vectorFields property: The names of fields that represent vector data.
+     *
+     * @param vectorFields the vectorFields value to set.
+     * @return the AzureCognitiveSearchIndexFieldMappingOptions object itself.
+     */
+    @Generated
+    public AzureCognitiveSearchIndexFieldMappingOptions setVectorFields(List<String> vectorFields) {
+        this.vectorFields = vectorFields;
+        return this;
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchQueryType.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchQueryType.java
new file mode 100644
index 000000000000..a1c2d93675ac
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureCognitiveSearchQueryType.java
@@ -0,0 +1,64 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import java.util.Collection;
+
+/**
+ * The type of Azure Cognitive Search retrieval query that should be executed when using it as an Azure OpenAI chat
+ * extension.
+ */
+public final class AzureCognitiveSearchQueryType extends ExpandableStringEnum<AzureCognitiveSearchQueryType> {
+
+    /** Represents the default, simple query parser. */
+    @Generated public static final AzureCognitiveSearchQueryType SIMPLE = fromString("simple");
+
+    /** Represents the semantic query parser for advanced semantic modeling. */
+    @Generated public static final AzureCognitiveSearchQueryType SEMANTIC = fromString("semantic");
+
+    /** Represents vector search over computed data. */
+    @Generated public static final AzureCognitiveSearchQueryType VECTOR = fromString("vector");
+
+    /** Represents a combination of the simple query strategy with vector data. */
+    @Generated
+    public static final AzureCognitiveSearchQueryType VECTOR_SIMPLE_HYBRID = fromString("vectorSimpleHybrid");
+
+    /** Represents a combination of semantic search and vector data querying. */
+    @Generated
+    public static final AzureCognitiveSearchQueryType VECTOR_SEMANTIC_HYBRID = fromString("vectorSemanticHybrid");
+
+    /**
+     * Creates a new instance of AzureCognitiveSearchQueryType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public AzureCognitiveSearchQueryType() {}
+
+    /**
+     * Creates or finds a AzureCognitiveSearchQueryType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding AzureCognitiveSearchQueryType.
+     */
+    @Generated
+    @JsonCreator
+    public static AzureCognitiveSearchQueryType fromString(String name) {
+        return fromString(name, AzureCognitiveSearchQueryType.class);
+    }
+
+    /**
+     * Gets known AzureCognitiveSearchQueryType values.
+     *
+     * @return known AzureCognitiveSearchQueryType values.
+     */
+    @Generated
+    public static Collection<AzureCognitiveSearchQueryType> values() {
+        return values(AzureCognitiveSearchQueryType.class);
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureOpenAIOperationState.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureOpenAIOperationState.java
index fe41121d7f21..3eb3c5f37158 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureOpenAIOperationState.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/AzureOpenAIOperationState.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
@@ -26,13 +26,6 @@ public final class AzureOpenAIOperationState extends ExpandableStringEnum<AzureO
     /** The operation has completed processing with a failure and cannot be further consumed. */
     @Generated public static final AzureOpenAIOperationState FAILED = fromString("failed");
 
-    /**
-     * The entity has been deleted but may still be referenced by other entities that originated before the deletion.
-     * Note that this state is not used by some Azure OpenAI long-running operations and may not represent a terminal
-     * state for those operations.
-     */
-    @Generated public static final AzureOpenAIOperationState DELETED = fromString("deleted");
-
     /**
      * Creates a new instance of AzureOpenAIOperationState value.
      *
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatChoice.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatChoice.java
index c75b16f0e4cb..4c4853c55fb6 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatChoice.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatChoice.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatCompletions.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatCompletions.java
index d3609f04ac02..31963b7ed3a7 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatCompletions.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatCompletions.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatMessage.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatMessage.java
index 7c06c92d19bc..e22328d82a4d 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatMessage.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatMessage.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Fluent;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatRole.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatRole.java
index 42e85eea7fa7..3088ccab92f7 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatRole.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ChatRole.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionCall.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionCall.java
index f03fa51fdb66..a3949fbfd407 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionCall.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionCall.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionDefinition.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionDefinition.java
index 04075c14d623..70596b96355e 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionDefinition.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionDefinition.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Fluent;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionName.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionName.java
index 82b2abb8eff4..5d55af78286b 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionName.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/FunctionName.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationOptions.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationOptions.java
index 6dd82f096730..e3e06b0f6181 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationOptions.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationOptions.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Fluent;
@@ -130,4 +130,36 @@ public ImageGenerationOptions setUser(String user) {
         this.user = user;
         return this;
     }
+
+    /*
+     * The format in which image generation response items should be presented.
+     * Azure OpenAI only supports URL response items.
+     */
+    @Generated
+    @JsonProperty(value = "response_format")
+    private ImageGenerationResponseFormat responseFormat;
+
+    /**
+     * Get the responseFormat property: The format in which image generation response items should be presented. Azure
+     * OpenAI only supports URL response items.
+     *
+     * @return the responseFormat value.
+     */
+    @Generated
+    public ImageGenerationResponseFormat getResponseFormat() {
+        return this.responseFormat;
+    }
+
+    /**
+     * Set the responseFormat property: The format in which image generation response items should be presented. Azure
+     * OpenAI only supports URL response items.
+     *
+     * @param responseFormat the responseFormat value to set.
+     * @return the ImageGenerationOptions object itself.
+     */
+    @Generated
+    public ImageGenerationOptions setResponseFormat(ImageGenerationResponseFormat responseFormat) {
+        this.responseFormat = responseFormat;
+        return this;
+    }
 }
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationResponseFormat.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationResponseFormat.java
new file mode 100644
index 000000000000..6a9e14750312
--- /dev/null
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageGenerationResponseFormat.java
@@ -0,0 +1,50 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.openai.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import java.util.Collection;
+
+/** The format in which the generated images are returned. */
+public final class ImageGenerationResponseFormat extends ExpandableStringEnum<ImageGenerationResponseFormat> {
+
+    /** Image generation response items should provide a URL from which the image may be retrieved. */
+    @Generated public static final ImageGenerationResponseFormat URL = fromString("url");
+
+    /** Image generation response items should provide image data as a base64-encoded string. */
+    @Generated public static final ImageGenerationResponseFormat BASE64 = fromString("b64_json");
+
+    /**
+     * Creates a new instance of ImageGenerationResponseFormat value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public ImageGenerationResponseFormat() {}
+
+    /**
+     * Creates or finds a ImageGenerationResponseFormat from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding ImageGenerationResponseFormat.
+     */
+    @Generated
+    @JsonCreator
+    public static ImageGenerationResponseFormat fromString(String name) {
+        return fromString(name, ImageGenerationResponseFormat.class);
+    }
+
+    /**
+     * Gets known ImageGenerationResponseFormat values.
+     *
+     * @return known ImageGenerationResponseFormat values.
+     */
+    @Generated
+    public static Collection<ImageGenerationResponseFormat> values() {
+        return values(ImageGenerationResponseFormat.class);
+    }
+}
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageLocation.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageLocation.java
index 967a0021b0b8..c1e1b11226a7 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageLocation.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageLocation.java
@@ -1,14 +1,14 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
-import com.azure.core.models.ResponseError;
+import com.fasterxml.jackson.annotation.JsonCreator;
 import com.fasterxml.jackson.annotation.JsonProperty;
 
-/** The image url if successful, and an error otherwise. */
+/** An image response item that provides a URL from which an image may be accessed. */
 @Immutable
 public final class ImageLocation {
 
@@ -19,17 +19,6 @@ public final class ImageLocation {
     @JsonProperty(value = "url")
     private String url;
 
-    /*
-     * The error if the operation failed.
-     */
-    @Generated
-    @JsonProperty(value = "error")
-    private ResponseError error;
-
-    /** Creates an instance of ImageLocation class. */
-    @Generated
-    private ImageLocation() {}
-
     /**
      * Get the url property: The URL that provides temporary access to download the generated image.
      *
@@ -41,12 +30,13 @@ public String getUrl() {
     }
 
     /**
-     * Get the error property: The error if the operation failed.
+     * Creates an instance of ImageLocation class.
      *
-     * @return the error value.
+     * @param url the url value to set.
      */
     @Generated
-    public ResponseError getError() {
-        return this.error;
+    @JsonCreator
+    public ImageLocation(@JsonProperty(value = "url") String url) {
+        this.url = url;
     }
 }
diff --git a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageSize.java b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageSize.java
index ff84856a6347..9d7b36f40219 100644
--- a/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageSize.java
+++ b/sdk/openai/azure-ai-openai/src/main/java/com/azure/ai/openai/models/ImageSize.java
@@ -1,6 +1,6 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
-// Code generated by Microsoft (R) AutoRest Code Generator.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.openai.models;
 
 import com.azure.core.annotation.Generated;
diff --git a/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/impl/ReadmeSamples.java b/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/impl/ReadmeSamples.java
index df80c246ad77..a95384f1a0e2 100644
--- a/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/impl/ReadmeSamples.java
+++ b/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/impl/ReadmeSamples.java
@@ -30,7 +30,6 @@
 import com.azure.core.credential.KeyCredential;
 import com.azure.core.credential.TokenCredential;
 import com.azure.core.http.ProxyOptions;
-import com.azure.core.models.ResponseError;
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.HttpClientOptions;
 import com.azure.core.util.IterableStream;
@@ -218,15 +217,9 @@ public void imageGeneration() {
         ImageResponse images = client.getImages(imageGenerationOptions);
 
         for (ImageLocation imageLocation : images.getData()) {
-            ResponseError error = imageLocation.getError();
-            if (error != null) {
-                System.out.printf("Image generation operation failed. Error code: %s, error message: %s.%n",
-                    error.getCode(), error.getMessage());
-            } else {
-                System.out.printf(
-                    "Image location URL that provides temporary access to download the generated image is %s.%n",
-                    imageLocation.getUrl());
-            }
+            System.out.printf(
+                "Image location URL that provides temporary access to download the generated image is %s.%n",
+                imageLocation.getUrl());
         }
         // END: readme-sample-imageGeneration
     }
diff --git a/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesAsyncSample.java b/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesAsyncSample.java
index 472aba4540eb..79c246c128c8 100644
--- a/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesAsyncSample.java
+++ b/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesAsyncSample.java
@@ -8,7 +8,6 @@
 import com.azure.ai.openai.models.ImageGenerationOptions;
 import com.azure.ai.openai.models.ImageLocation;
 import com.azure.core.credential.AzureKeyCredential;
-import com.azure.core.models.ResponseError;
 
 import java.util.concurrent.TimeUnit;
 
@@ -36,15 +35,9 @@ public static void main(String[] args) throws InterruptedException {
         client.getImages(imageGenerationOptions).subscribe(
             images -> {
                 for (ImageLocation imageLocation : images.getData()) {
-                    ResponseError error = imageLocation.getError();
-                    if (error != null) {
-                        System.out.printf("Image generation operation failed. Error code: %s, error message: %s.%n",
-                            error.getCode(), error.getMessage());
-                    } else {
-                        System.out.printf(
-                            "Image location URL that provides temporary access to download the generated image is %s.%n",
-                            imageLocation.getUrl());
-                    }
+                    System.out.printf(
+                        "Image location URL that provides temporary access to download the generated image is %s.%n",
+                        imageLocation.getUrl());
                 }
             },
             error -> System.err.println("There was an error getting images." + error),
diff --git a/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesSample.java b/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesSample.java
index 014015d49bef..b5029228d97d 100644
--- a/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesSample.java
+++ b/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/usage/GetImagesSample.java
@@ -9,7 +9,6 @@
 import com.azure.ai.openai.models.ImageLocation;
 import com.azure.ai.openai.models.ImageResponse;
 import com.azure.core.credential.AzureKeyCredential;
-import com.azure.core.models.ResponseError;
 
 /**
  * Sample demonstrates how to get the images for a given prompt.
@@ -34,15 +33,9 @@ public static void main(String[] args) {
         ImageResponse images = client.getImages(imageGenerationOptions);
 
         for (ImageLocation imageLocation : images.getData()) {
-            ResponseError error = imageLocation.getError();
-            if (error != null) {
-                System.out.printf("Image generation operation failed. Error code: %s, error message: %s.%n",
-                    error.getCode(), error.getMessage());
-            } else {
-                System.out.printf(
-                    "Image location URL that provides temporary access to download the generated image is %s.%n",
-                    imageLocation.getUrl());
-            }
+            System.out.printf(
+                "Image location URL that provides temporary access to download the generated image is %s.%n",
+                imageLocation.getUrl());
         }
     }
 }
diff --git a/sdk/openai/azure-ai-openai/src/test/java/com/azure/ai/openai/OpenAIClientTestBase.java b/sdk/openai/azure-ai-openai/src/test/java/com/azure/ai/openai/OpenAIClientTestBase.java
index 063f687dc2fc..1f243947647f 100644
--- a/sdk/openai/azure-ai-openai/src/test/java/com/azure/ai/openai/OpenAIClientTestBase.java
+++ b/sdk/openai/azure-ai-openai/src/test/java/com/azure/ai/openai/OpenAIClientTestBase.java
@@ -173,7 +173,7 @@ void getChatCompletionsForNonAzureRunner(BiConsumer<String, List<ChatMessage>> t
     void getChatCompletionsAzureChatSearchRunner(BiConsumer<String, ChatCompletionsOptions> testRunner) {
         ChatCompletionsOptions chatCompletionsOptions = new ChatCompletionsOptions(
             Arrays.asList(new ChatMessage(ChatRole.USER, "What does PR complete mean?")));
-        testRunner.accept("gpt-4-0613", chatCompletionsOptions);
+        testRunner.accept("gpt-35-turbo-16k", chatCompletionsOptions);
     }
 
     void getEmbeddingRunner(BiConsumer<String, EmbeddingsOptions> testRunner) {
diff --git a/sdk/openai/azure-ai-openai/tsp-location.yaml b/sdk/openai/azure-ai-openai/tsp-location.yaml
index 9dbc49d97eac..90bc737f61d0 100644
--- a/sdk/openai/azure-ai-openai/tsp-location.yaml
+++ b/sdk/openai/azure-ai-openai/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/cognitiveservices/OpenAI.Inference
 additionalDirectories:
     - specification/cognitiveservices/OpenAI.Authoring
-commit: 90247ef2960fbe11e8639c796f9bf1d2c90bb79f
+commit: 817861452040bf29d14b57ac7418560e4680e06e
 repo: Azure/azure-rest-api-specs