diff --git a/README.md b/README.md index 030a1391f..d43f0a288 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,438 @@ [![REUSE status](https://api.reuse.software/badge/github.com/SAP/ai-sdk-java)](https://api.reuse.software/info/github.com/SAP/ai-sdk-java) -# ai-sdk-java +# AI SDK for Java ## About this project -Integrate chat completion into your business applications with SAP Cloud SDK for GenAI Hub. Leverage the Generative AI Hub of SAP AI Core to make use of templating, grounding, data masking, content filtering and more. Setup your SAP AI Core instance with SAP Cloud SDK for AI Core. +Integrate chat completion into your business applications with SAP Cloud SDK for GenAI Hub. Leverage the Generative AI Hub of SAP AI Core to make use of templating, grounding, data masking, content filtering and more. Set up your SAP AI Core instance with SAP Cloud SDK for AI Core. + +## List of available and tested APIs + +We maintain [a list of currently available and tested AI Core APIs](docs/list-of-tested-APIs.md) + +# Documentation + +## AI Core Deployment + +### Prerequisites + +- The AI Core service in BTP + - [How to enable the AI Core service](https://help.sap.com/docs/sap-ai-core/sap-ai-core-service-guide/initial-setup) +- Created a configuration in AI Core + -
+ An example configuration from the AI Core /configuration endpoint + 
+    {
+      "createdAt": "2024-07-03T12:44:08Z",
+      "executableId": "azure-openai",
+      "id": "12345-123-123-123-123456abcdefg",
+      "inputArtifactBindings": [],
+      "name": "gpt-35-turbo",
+      "parameterBindings": [
+        {
+          "key": "modelName",
+          "value": "gpt-35-turbo"
+        },
+        {
+          "key": "modelVersion",
+          "value": "latest"
+        }
+      ],
+      "scenarioId": "foundation-models"
+    }
+
+
+- A Java project with a Maven `pom.xml` + - Java 17 or higher + - Maven 3.9 or higher + - if Spring Boot is used, then minimum version 3 +- [Set the AI Core credentials as an environment variable for local testing](#set-ai-core-credentials-as-environment-variable) + +### Maven dependencies + +Add the following dependencies to your `pom.xml` file: + +```xml + + + com.sap.ai.sdk + core + ${ai-sdk.version} + + +``` + +See [an example pom in our Spring Boot application](e2e-test-app/pom.xml) + +### Create a Deployment + +```java +public AiDeploymentCreationResponse createDeployment() { + + final AiDeploymentCreationResponse deployment = + new DeploymentApi(getClient()) + .deploymentCreate( + "default", + new AiDeploymentCreationRequest().configurationId("12345-123-123-123-123456abcdefg")); + + Objects.requireNonNull(deployment, "Deployment creation failed"); + + String id = deployment.getId(); + Status status = deployment.getStatus(); + + return deployment; +} +``` + +See [an example in our Spring Boot application](e2e-test-app/src/main/java/com/sap/ai/sdk/app/controllers/DeploymentController.java) + +### Delete a Deployment + +```java +public AiDeploymentDeletionResponse deleteDeployment(AiDeploymentCreationResponse deployment) { + + DeploymentApi client = new DeploymentApi(getClient()); + + if (deployment.getStatus() == Status.RUNNING) { + // Only RUNNING deployments can be STOPPED + client.deploymentModify( + "default", + deployment.getId(), + new AiDeploymentModificationRequest().targetStatus(Status.STOPPED)); + } + // Wait a few seconds for the deployment to stop + // Only UNKNOWN and STOPPED deployments can be DELETED + return client.deploymentDelete("default", deployment.getId()); +} +``` + +See [an example in our Spring Boot application](e2e-test-app/src/main/java/com/sap/ai/sdk/app/controllers/DeploymentController.java) + +## OpenAI chat completion + +### Prerequisites + +- A deployed OpenAI model in AI Core. + - [How to deploy a model to AI Core](https://help.sap.com/docs/sap-ai-core/sap-ai-core-service-guide/create-deployment-for-generative-ai-model-in-sap-ai-core) + -
+ An example deployed model from the AI Core /deployments endpoint + 
+    {
+      "id": "d123456abcdefg",
+      "deploymentUrl": "https://api.ai.region.aws.ml.hana.ondemand.com/v2/inference/deployments/d123456abcdefg",
+      "configurationId": "12345-123-123-123-123456abcdefg",
+      "configurationName": "gpt-35-turbo",
+      "scenarioId": "foundation-models",
+      "status": "RUNNING",
+      "statusMessage": null,
+      "targetStatus": "RUNNING",
+      "lastOperation": "CREATE",
+      "latestRunningConfigurationId": "12345-123-123-123-123456abcdefg",
+      "ttl": null,
+      "details": {
+        "scaling": {
+          "backendDetails": null,
+          "backend_details": {
+          }
+        },
+        "resources": {
+          "backendDetails": null,
+          "backend_details": {
+            "model": {
+              "name": "gpt-35-turbo",
+              "version": "latest"
+            }
+          }
+        }
+      },
+      "createdAt": "2024-07-03T12:44:22Z",
+      "modifiedAt": "2024-07-16T12:44:19Z",
+      "submissionTime": "2024-07-03T12:44:51Z",
+      "startTime": "2024-07-03T12:45:56Z",
+      "completionTime": null
+    }
+
+
+- A Java project with a Maven `pom.xml` + - Java 17 or higher + - Maven 3.9 or higher + - if Spring Boot is used, then minimum version 3 +- [Set the AI Core credentials as an environment variable for local testing](#set-ai-core-credentials-as-environment-variable) + +### Maven dependencies + +Add the following dependencies to your `pom.xml` file: + +```xml + + + com.sap.ai.sdk.foundationmodels + openai + ${ai-sdk.version} + + +``` + +See [an example pom in our Spring Boot application](e2e-test-app/pom.xml) + +### Simple chat completion + +```java +final var userMessage = + new OpenAiChatUserMessage().setContent("Hello World! Why is this phrase so famous?"); +final var request = + new OpenAiChatCompletionParameters().setMessages(List.of(systemMessage, userMessage)); + +final OpenAiChatCompletionOutput result = OpenAiClient.forModel(GPT_35_TURBO).chatCompletion(request); + +final String resultMessage = result.getChoices().get(0).getMessage().getContent(); +``` + +See [an example in our Spring Boot application](e2e-test-app/src/main/java/com/sap/ai/sdk/app/controllers/OpenAiController.java) + +### Chat completion with a model not in defined `OpenAiModel` + +```java +final OpenAiChatCompletionOutput result = + OpenAiClient.forModel(new OpenAiModel(model)).chatCompletion(request); +``` + +## Orchestration chat completion + +### Prerequisites + +- A deployed Orchestration service in AI Core. + - [Orchestration documentation](https://github.tools.sap/AI/llm-orchestration#3-how-tos) + -
+ An example orchestration deployment from the AI Core /deployments endpoint + 
+    {
+      "id": "db1d64d9f06be467",
+      "deploymentUrl": "https://api.ai.intprod-eu12.eu-central-1.aws.ml.hana.ondemand.com/v2/inference/deployments/db1d64d9f06be467",
+      "configurationId": "dd80625e-ad86-426a-b1a7-1494c083428f",
+      "configurationName": "orchestration",
+      "scenarioId": "orchestration",
+      "status": "RUNNING",
+      "statusMessage": null,
+      "targetStatus": "RUNNING",
+      "lastOperation": "CREATE",
+      "latestRunningConfigurationId": "dd80625e-ad86-426a-b1a7-1494c083428f",
+      "ttl": null,
+      "createdAt": "2024-08-05T16:17:29Z",
+      "modifiedAt": "2024-08-06T06:32:50Z",
+      "submissionTime": "2024-08-05T16:17:40Z",
+      "startTime": "2024-08-05T16:18:41Z",
+      "completionTime": null
+    }
+
+
+- A Java project with a Maven `pom.xml` + - Java 17 or higher + - Maven 3.9 or higher + - if Spring Boot is used, then minimum version 3 +- [Set the AI Core credentials as an environment variable for local testing](#set-ai-core-credentials-as-environment-variable) + +### Maven dependencies + +Add the following dependencies to your `pom.xml` file: + +```xml + + + com.sap.ai.sdk + orchestration + ${ai-sdk.version} + + +``` + +See [an example pom in our Spring Boot application](e2e-test-app/pom.xml) + +### Chat completion template + +```java +final var llmConfig = new LLMModuleConfig().modelName("gpt-35-turbo").modelParams(Map.of()); + +final var inputParams = + Map.of("input", "Reply with 'Orchestration Service is working!' in German"); +final var template = new ChatMessage().content("{{?input}}").role("user"); +final var templatingConfig = new TemplatingModuleConfig().template(List.of(template)); + +final var config = + new CompletionPostRequest() + .orchestrationConfig( + new OrchestrationConfig() + .moduleConfigurations( + new ModuleConfigs() + .templatingModuleConfig(templatingConfig) + .llmModuleConfig(llmConfig))) + .inputParams(inputParams); + +final CompletionPostResponse result = + new OrchestrationCompletionApi(getOrchestrationClient("default")) + .orchestrationV1EndpointsCreate(config); + +final String message = + result.getOrchestrationResult().getChoices().get(0).getMessage().getContent(); +``` + +See [an example in our Spring Boot application](e2e-test-app/src/main/java/com/sap/ai/sdk/app/controllers/OrchestrationController.java) + +### Messages history + +```java +final var llmConfig = new LLMModuleConfig().modelName("gpt-35-turbo").modelParams(Map.of()); + +List messagesHistory = + List.of( + new ChatMessage().content("What is the capital of France?").role("user"), + new ChatMessage().content("The capital of France is Paris.").role("assistant")); +final var message = new ChatMessage().content("What is the typical food there?").role("user"); + +final var templatingConfig = new TemplatingModuleConfig().template(List.of(message)); + +final var config = + new CompletionPostRequest() + .orchestrationConfig( + new OrchestrationConfig() + .moduleConfigurations( + new ModuleConfigs() + .templatingModuleConfig(templatingConfig) + .llmModuleConfig(llmConfig))) + .messagesHistory(messagesHistory); + +final CompletionPostResponse result = + new OrchestrationCompletionApi(getOrchestrationClient("default")) + .orchestrationV1EndpointsCreate(config); + +final String message = + result.getOrchestrationResult().getChoices().get(0).getMessage().getContent(); +``` + +See [an example in our Spring Boot application](e2e-test-app/src/main/java/com/sap/ai/sdk/app/controllers/OrchestrationController.java) + +### Chat completion filter + +```java +final var llmConfig = new LLMModuleConfig().modelName("gpt-35-turbo").modelParams(Map.of()); + +final var inputParams = + Map.of( + "disclaimer", + "```DISCLAIMER: The area surrounding the apartment is known for prostitutes and gang violence including armed conflicts, gun violence is frequent."); +final var template = + new ChatMessage() + .content( + "Create a rental posting for subletting my apartment in the downtown area. Keep it short. Make sure to add the following disclaimer to the end. Do not change it! {{?disclaimer}}") + .role("user"); +final var templatingConfig = new TemplatingModuleConfig().template(List.of(template)); + +final var filterStrict = + new Filter() + .type(ProviderType.AZURE_CONTENT_SAFETY) + .config( + new FilterConfig() + .hate(NUMBER_0) + .selfHarm(NUMBER_0) + .sexual(NUMBER_0) + .violence(NUMBER_0)); +final var filterLoose = + new Filter() + .type(ProviderType.AZURE_CONTENT_SAFETY) + .config( + new FilterConfig() + .hate(NUMBER_4) + .selfHarm(NUMBER_4) + .sexual(NUMBER_4) + .violence(NUMBER_4)); + +final var filteringConfig = + new FilteringModuleConfig() + .input(new FilteringConfig().filters(List.of(filterStrict))) // changing the input to filterLoose will allow the message to pass + .output(new FilteringConfig().filters(List.of(filterStrict))); + +final var config = + new CompletionPostRequest() + .orchestrationConfig( + new OrchestrationConfig() + .moduleConfigurations( + new ModuleConfigs() + .templatingModuleConfig(templatingConfig) + .filteringModuleConfig(filteringConfig) + .llmModuleConfig(llmConfig))) + .inputParams(inputParams); + +final CompletionPostResponse result = + new OrchestrationCompletionApi(getOrchestrationClient("default")) + .orchestrationV1EndpointsCreate(config); // this fails with Bad Request because the strict filter prohibits the input message + +final String message = + result.getOrchestrationResult().getChoices().get(0).getMessage().getContent(); +``` + +See [an example in our Spring Boot application](e2e-test-app/src/main/java/com/sap/ai/sdk/app/controllers/OrchestrationController.java) + + +### Set model parameters + +Change your LLM module configuration to add model parameters: + +```java +var llmModuleConfig = + new LLMModuleConfig() + .modelName("gpt-35-turbo") + .modelParams( + Map.of( + "max_tokens", 50, + "temperature", 0.1, + "frequency_penalty", 0, + "presence_penalty", 0)); +``` + +See [an example in our unit test](orchestration/src/test/java/com/sap/ai/sdk/orchestration/client/OrchestrationUnitTest.java) + +## Add a header to every request + +To add a header to AI Core requests, use the following code: +```java +ApiClient client = Core.getClient().addDefaultHeader("header-key", "header-value"); +DeploymentApi api = new DeploymentApi(client); +``` + +For more customization, creating a [HeaderProvider](https://sap.github.io/cloud-sdk/docs/java/features/connectivity/http-destinations#about-headerproviders) is also possible. ## Requirements and Setup -*Insert a short description what is required to get your project running...* +### Set AI Core credentials as environment variable + +- Go into the BTP Cockpit +- Instances and Subscriptions -> Instances -> AI Core -> View Credentials -> Copy JSON +- Set it as an environment variable `aicore` in your IDE + + Or in your terminal: +```shell +export aicore='{ "serviceurls": { "AI_API_URL": ...' +``` + +### Run the Spring Boot application + +```shell +cd e2e-test-app +mvn spring-boot:run +``` + +### Deploy to Cloud Foundry + +```shell +mvn clean package +cf push +``` + +# Contribute + +### Set-up Formatting + +- Install the Google Java Format plugin on Intellij and follow these [instructions](https://github.com/google/google-java-format?tab=readme-ov-file#intellij-android-studio-and-other-jetbrains-ides). ## Support, Feedback, Contributing diff --git a/core/target/classes/com/sap/ai/sdk/core/Core.class b/core/target/classes/com/sap/ai/sdk/core/Core.class index 920d82438..e9ef5b311 100644 Binary files a/core/target/classes/com/sap/ai/sdk/core/Core.class and b/core/target/classes/com/sap/ai/sdk/core/Core.class differ diff --git a/core/target/classes/com/sap/ai/sdk/core/client/ApplicationApi$1.class b/core/target/classes/com/sap/ai/sdk/core/client/ApplicationApi$1.class index 462a80fb3..2e1f9f342 100644 Binary files a/core/target/classes/com/sap/ai/sdk/core/client/ApplicationApi$1.class and 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