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Merged
CharlesDuboisSAP merged 2 commits into from
Oct 7, 2025
Merged

feat: [Orchestration] Added MistralAI model #603

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feat: [Orchestration] Added MistralAI model
CharlesDuboisSAP Oct 6, 2025
db8c4c4
feat: [Orchestration] Added MistralAI model
CharlesDuboisSAP Oct 6, 2025
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3 changes: 3 additions & 0 deletions docs/release_notes.md
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Original file line number Diff line number Diff line change
Expand Up @@ -40,12 +40,15 @@
+ SAPDocumentTranslationOutputTargetLanguage.create("de-DE"))
.sourceLanguage("en-US")));
```
- [Orchestration] Deprecated models `OrchestrationAiModel.CLAUDE_3_OPUS` and `OrchestrationAiModel.CLAUDE_3_5_SONNET`.
- Replacement are respectively `OrchestrationAiModel.CLAUDE_4_OPUS` and `OrchestrationAiModel.CLAUDE_4_SONNET`.

### ✨ New Functionality

- [Orchestration] Added embedding generation support with new `OrchestrationClient#embed()` methods.
- Added `OrchestrationEmbeddingModel` with `TEXT_EMBEDDING_3_SMALL`, `TEXT_EMBEDDING_3_LARGE`, `AMAZON_TITAN_EMBED_TEXT` and `NVIDIA_LLAMA_32_NV_EMBEDQA_1B` embedding models.
- Introduced `OrchestrationEmbeddingRequest` for building requests fluently and `OrchestrationEmbeddingResponse#getEmbeddingVectors()` to retrieve embeddings.
- [Orchestration] Added new model `OrchestrationAiModel.MISTRAL_MEDIUM_INSTRUCT`.

### 📈 Improvements

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20 changes: 18 additions & 2 deletions orchestration/src/main/java/com/sap/ai/sdk/orchestration/OrchestrationAiModel.java
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Expand Up @@ -62,6 +62,10 @@ public class OrchestrationAiModel {
public static final OrchestrationAiModel MISTRAL_SMALL_INSTRUCT =
new OrchestrationAiModel("mistralai--mistral-small-instruct");

/** MistralAI Mistral Medium Instruct model */
public static final OrchestrationAiModel MISTRAL_MEDIUM_INSTRUCT =
new OrchestrationAiModel("mistralai--mistral-medium-instruct");

/**
* MistralAI Mixtral 8x7B Instruct v01 model
*
Expand Down Expand Up @@ -104,11 +108,23 @@ public class OrchestrationAiModel {
public static final OrchestrationAiModel CLAUDE_3_HAIKU =
new OrchestrationAiModel("anthropic--claude-3-haiku");

/** Anthropic Claude 3 Opus model */
/**
* Anthropic Claude 3 Opus model
*
* @deprecated This model is deprecated on AI Core. The suggested replacement model is {@link
* OrchestrationAiModel#CLAUDE_4_OPUS}.
*/
@Deprecated
public static final OrchestrationAiModel CLAUDE_3_OPUS =
new OrchestrationAiModel("anthropic--claude-3-opus");

/** Anthropic Claude 3.5 Sonnet model */
/**
* Anthropic Claude 3.5 Sonnet model
*
* @deprecated This model is deprecated on AI Core. The suggested replacement model is {@link
* OrchestrationAiModel#CLAUDE_4_SONNET}.
*/
@Deprecated
public static final OrchestrationAiModel CLAUDE_3_5_SONNET =
new OrchestrationAiModel("anthropic--claude-3.5-sonnet");

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1 change: 0 additions & 1 deletion .../spring-app/src/main/java/com/sap/ai/sdk/app/services/SpringAiAgenticWorkflowService.java
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Expand Up @@ -48,7 +48,6 @@ public ChatResponse runAgent(@Nonnull final String userInput) {
val options = new OrchestrationChatOptions(config);
options.setToolCallbacks(
List.of(ToolCallbacks.from(new WeatherMethod(), new RestaurantMethod())));
options.setInternalToolExecutionEnabled(true);
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@CharlesDuboisSAP CharlesDuboisSAP Oct 6, 2025

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Drive by update that I noticed when doing TechEd.
This is redundant since the value is true by default. The function is also showcased to false in multiple places.


// Prompts for the chain workflow
final List<String> systemPrompts =
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1 change: 0 additions & 1 deletion ...de/spring-app/src/main/java/com/sap/ai/sdk/app/services/SpringAiOrchestrationService.java
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Expand Up @@ -203,7 +203,6 @@ public ChatResponse toolCallingMcp() {
// GPT-4o-mini doesn't work too well with the file system tool, so we use 4o here
val options = new OrchestrationChatOptions(config.withLlmConfig(GPT_4O));
options.setToolCallbacks(List.of(toolCallbackProvider.getToolCallbacks()));
options.setInternalToolExecutionEnabled(true);

val sys =
new SystemMessage(
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