Add Azure OpenAI Chat and Embedding Options

 - Add AzureOpenAiChatOptions
   - Add default options field to AzureOpenAiChatClient.
   - Impl runtime (e.g. prompt) and default options on call.
   - Add options field to the AzureOpenAiChatProperties.
 - Add AzureOpenAiEmbeddingOptions
   - Add default options field to AzureOpenAiEmbeddingClient.
   - Impmlement runtime and default option merging on embedding request.
   - Add options field to AzureOpenAiEmbeddingProperties.
 - Add Unit and ITs.
 - Split the azure-openai.adoc into ./clients/azure-openai-chat.adoc and ./embeddings/azure-openai-embeddings.adoc.
   - Provide detailed explanation how to use the chat and embedding clients manually or via the auto-configuration.
   - Add protable ChatOptions support

Author: tzolov

models/spring-ai-azure-openai/README_AZURE_OPENAI.md

@@ -1,78 +1,9 @@
-# 1. Azure OpenAI
+# Azure OpenAI
 
 Provides Azure OpenAI Chat and Embedding clients.
 Leverages the native [OpenAIClient](https://learn.microsoft.com/en-us/java/api/overview/azure/ai-openai-readme?view=azure-java-preview#streaming-chat-completions) to interact with the [Amazon AI Studio models and deployment](https://oai.azure.com/).
 
-## 1.1 Prerequisites
+Find additional information:
 
-1. Azure Subscription: You will need an [Azure subscription](https://azure.microsoft.com/en-us/free/) to use any Azure service.
-2. Azure AI, Azure OpenAI Service: Create [Azure OpenAI](https://portal.azure.com/#create/Microsoft.CognitiveServicesOpenAI).
-Once the service is created, obtain the endpoint and apiKey from the `Keys and Endpoint` section under `Resource Management`.
-3. Use the [Azure Ai Studio](https://oai.azure.com/portal) to deploy the models you are going to use.
-
-## 1.2 AzureOpenAiChatClient
-
-[AzureOpenAiChatClient](./src/main/java/org/springframework/ai/azure/openai/AzureOpenAiChatClient.java) implements the Spring-Ai `ChatClient` and `StreamingChatClient` on top of the `OpenAIClient`.
-
-[AzureOpenAiEmbeddingClient](./src/main/java/org/springframework/ai/azure/openai/AzureOpenAiEmbeddingClient.java) implements the Spring-Ai `EmbeddingClient` on top of the `OpenAIClient`.
-
-
-You can configure the AzureOpenAiChatClient and AzureOpenAiEmbeddingClientlike this:
-
-```java
-@Bean
-public OpenAIClient openAIClient() {
-	return new OpenAIClientBuilder()
-			.credential(new AzureKeyCredential({YOUR_AZURE_OPENAI_API_KEY}))
-			.endpoint({YOUR_AZURE_OPENAI_ENDPOINT})
-			.buildClient();
-}
-
-@Bean
-public AzureOpenAiChatClient cohereChatClient(OpenAIClient openAIClient) {
-	return new AzureOpenAiChatClient(openAIClient)
-				.withModel("gpt-35-turbo")
-				.withMaxTokens(200)
-				.withTemperature(0.8);
-}
-
-@Bean
-public AzureOpenAiEmbeddingClient cohereEmbeddingClient(OpenAIClient openAIClient) {
-	return new AzureOpenAiEmbeddingClient(openAIClient, "text-embedding-ada-002-v1");
-}
-```
-
-## 1.3 Azure OpenAi Auto-Configuration and Spring Boot Starter
-
-You can leverage the `spring-ai-azure-openai-spring-boot-starter` Boot starter.
-For this add the following dependency:
-
-```xml
-<dependency>
-	<artifactId>spring-ai-azure-openai-spring-boot-starter</artifactId>
-	<groupId>org.springframework.ai</groupId>
-    <version>0.8.0-SNAPSHOT</version>
-</dependency>
-```
-
-Use the `AzureOpenAiConnectionProperties` to configure the Azure OpenAI access:
-
-| Property  | Description | Default |
-| ------------- | ------------- | ------------- |
-| spring.ai.azure.openai.apiKey  | Azure AI Open AI credentials api key.  | From the Azure AI OpenAI `Keys and Endpoint` section under `Resource Management` |
-| spring.ai.azure.openai.endpoint  | Azure AI Open AI endpoint.  | From the Azure AI OpenAI `Keys and Endpoint` section under `Resource Management` |
-
-Use the `AzureOpenAiChatProperties` to configure the Chat client:
-
-| Property  | Description | Default |
-| ------------- | ------------- | ------------- |
-| spring.ai.azure.openai.chat.model  | The model id to use.  | gpt-35-turbo |
-| spring.ai.azure.openai.chat.temperature  | Controls the randomness of the output. Values can range over [0.0,1.0]  | 0.7 |
-| spring.ai.azure.openai.chat.topP  | An alternative to sampling with temperature called nucleus sampling.  |  |
-| spring.ai.azure.openai.chat.maxTokens  | The maximum number of tokens to generate.  |  |
-
-Use the `AzureOpenAiEmbeddingProperties` to configure the Embedding client:
-
-| Property  | Description | Default |
-| ------------- | ------------- | ------------- |
-| spring.ai.azure.openai.embedding.model  | The model id to use for embedding  | text-embedding-ada-002 |
+- [Azure OpenAi Chat Client](https://docs.spring.io/spring-ai/reference/api/clients/azure-openai-chat.html)
+- [Azure OpenAi Embeddings Client](https://docs.spring.io/spring-ai/reference/api/embeddings/azure-openai-embeddings.html)