Update text-embedding-ada-002 to text-embedding-3-small

Author: Jonas-Isr

docs/guides/OPENAI_CHAT_COMPLETION.md

@@ -292,7 +292,7 @@ Get the embeddings of a text input in list of float values:
 ```java
 var request = new OpenAiEmbeddingRequest(List.of("Hello World"));
 
-OpenAiEmbeddingResponse response = OpenAiClient.forModel(TEXT_EMBEDDING_ADA_002).embedding(request);
+OpenAiEmbeddingResponse response = OpenAiClient.forModel(TEXT_EMBEDDING_3_SMALL).embedding(request);
 float[] embedding = embedding.getEmbeddings().get(0);
 ```
 
@@ -302,7 +302,7 @@ float[] embedding = embedding.getEmbeddings().get(0);
 ```java
 var request = new OpenAiEmbeddingParameters().setInput("Hello World");
 
-OpenAiEmbeddingOutput embedding = OpenAiClient.forModel(TEXT_EMBEDDING_ADA_002).embedding(request);
+OpenAiEmbeddingOutput embedding = OpenAiClient.forModel(TEXT_EMBEDDING_3_SMALL).embedding(request);
 
 float[] embedding = embedding.getData().get(0).getEmbedding();
 ```

sample-code/spring-app/src/main/java/com/sap/ai/sdk/app/controllers/GroundingController.java

@@ -1,6 +1,6 @@
 package com.sap.ai.sdk.app.controllers;
 
-import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.TEXT_EMBEDDING_ADA_002;
+import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.TEXT_EMBEDDING_3_SMALL;
 import static java.time.LocalDate.now;
 import static java.util.stream.Collectors.joining;
 
@@ -129,7 +129,7 @@ Object getDocumentsByCollectionId(
   @GetMapping("/vector/collection/create")
   String createCollection(
       @Nullable @RequestParam(value = "format", required = false) final String format) {
-    final var embeddingConfig = EmbeddingConfig.create().modelName(TEXT_EMBEDDING_ADA_002.name());
+    final var embeddingConfig = EmbeddingConfig.create().modelName(TEXT_EMBEDDING_3_SMALL.name());
     final var request = CollectionRequest.create().embeddingConfig(embeddingConfig).title("e2e");
     final var documents = CLIENT_VECTOR.createCollection(RESOURCE_GROUP, request);
     final Map<String, List<String>> headers = documents.getHeaders();

sample-code/spring-app/src/main/java/com/sap/ai/sdk/app/services/OpenAiService.java

@@ -2,7 +2,7 @@
 
 import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.GPT_35_TURBO;
 import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.GPT_4O;
-import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.TEXT_EMBEDDING_ADA_002;
+import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.TEXT_EMBEDDING_3_SMALL;
 import static com.sap.ai.sdk.foundationmodels.openai.model.OpenAiChatCompletionTool.ToolType.FUNCTION;
 
 import com.sap.ai.sdk.core.AiCoreService;
@@ -122,7 +122,7 @@ public OpenAiChatCompletionOutput chatCompletionTools(final int months) {
   public OpenAiEmbeddingOutput embedding(@Nonnull final String input) {
     final var request = new OpenAiEmbeddingParameters().setInput(input);
 
-    return OpenAiClient.forModel(TEXT_EMBEDDING_ADA_002).embedding(request);
+    return OpenAiClient.forModel(TEXT_EMBEDDING_3_SMALL).embedding(request);
   }
 
   /**

sample-code/spring-app/src/test/java/com/sap/ai/sdk/app/controllers/OpenAiTest.java

@@ -88,7 +88,7 @@ void embedding() {
     final var embedding = service.embedding("Hello world");
 
     assertThat(embedding.getData().get(0).getEmbedding()).hasSizeGreaterThan(1);
-    assertThat(embedding.getModel()).isEqualTo("ada");
+    assertThat(embedding.getModel()).isEqualTo("text-embedding-3-small");
     assertThat(embedding.getObject()).isEqualTo("list");
   }
 

sample-code/spring-app/src/test/java/com/sap/ai/sdk/app/controllers/OpenAiV2Test.java

@@ -90,7 +90,7 @@ void embedding() {
     assertThat(embedding.getEmbeddingVectors()).isInstanceOf(ArrayList.class);
     assertThat(embedding.getEmbeddingVectors().get(0)).isInstanceOf(float[].class);
 
-    assertThat(embedding.getOriginalResponse().getModel()).isEqualTo("ada");
+    assertThat(embedding.getOriginalResponse().getModel()).isEqualTo("text-embedding-3-small");
     assertThat(embedding.getOriginalResponse().getObject()).isEqualTo("list");
   }
 

sample-code/spring-app/src/test/java/com/sap/ai/sdk/app/services/OpenAiServiceV2.java

@@ -2,7 +2,7 @@
 
 import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.GPT_35_TURBO;
 import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.GPT_4O;
-import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.TEXT_EMBEDDING_ADA_002;
+import static com.sap.ai.sdk.foundationmodels.openai.OpenAiModel.TEXT_EMBEDDING_3_SMALL;
 import static com.sap.ai.sdk.foundationmodels.openai.generated.model.ChatCompletionTool.TypeEnum.FUNCTION;
 
 import com.sap.ai.sdk.core.AiCoreService;
@@ -120,7 +120,7 @@ public OpenAiChatCompletionResponse chatCompletionTools(final int months) {
   public OpenAiEmbeddingResponse embedding(@Nonnull final String input) {
     final var request = new OpenAiEmbeddingRequest(List.of(input));
 
-    return OpenAiClient.forModel(TEXT_EMBEDDING_ADA_002).embedding(request);
+    return OpenAiClient.forModel(TEXT_EMBEDDING_3_SMALL).embedding(request);
   }
 
   /**