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John Oliver
2024-02-15 16:52:53 +00:00
parent 2ac1ecb46d
commit 8791461451
2 changed files with 0 additions and 187 deletions
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java/samples/sample-code/src/main/java/com/microsoft/semantickernel/samples/Example11_UseMultipleModels.java
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///usr/bin/env jbang "$0" "$@" ; exit $?
//DEPS com.microsoft.semantic-kernel:semantickernel-core:0.2.6-alpha
//DEPS com.microsoft.semantic-kernel:semantickernel-core-skills:0.2.6-alpha
//DEPS com.microsoft.semantic-kernel.connectors:semantickernel-connectors:0.2.6-alpha
//DEPS org.slf4j:slf4j-jdk14:2.0.7
//SOURCES syntaxexamples/SampleSkillsUtil.java,Config.java
package com.microsoft.semantickernel.samples;
import com.azure.ai.openai.OpenAIAsyncClient;
import com.microsoft.semantickernel.Kernel;
import com.microsoft.semantickernel.SKBuilders;
import com.microsoft.semantickernel.connectors.ai.openai.textcompletion.OpenAITextCompletion;
import com.microsoft.semantickernel.connectors.ai.openai.util.OpenAIClientProvider;
import com.microsoft.semantickernel.exceptions.ConfigurationException;
import com.microsoft.semantickernel.orchestration.SKContext;
import com.microsoft.semantickernel.orchestration.SKFunction;
import com.microsoft.semantickernel.samples.syntaxexamples.SampleSkillsUtil;
import com.microsoft.semantickernel.skilldefinition.ReadOnlyFunctionCollection;
import com.microsoft.semantickernel.textcompletion.CompletionSKFunction;
import java.io.IOException;
import reactor.core.publisher.Mono;
/**
* Getting started
* <p>
* Create a conf.properties file based on the examples files at the root of this module.
* <p>
* <a href= "https://learn.microsoft.com/en-us/azure/cognitive-services/openai/quickstart">Get
* started with Azure OpenAI</a>
* <a href="https://openai.com/product">Get started with OpenAI</a>
*/
public class Example11_UseMultipleModels {
/**
* Returns a Semantic Kernel with Text Completion.
*
* @param client Client that will handle requests to AzureOpenAI or OpenAI.
* @return Kernel.
*/
public static Kernel getKernel(OpenAIAsyncClient client) {
OpenAITextCompletion davinciTextCompletion = new OpenAITextCompletion(client,
"text-davinci-003");
OpenAITextCompletion adaTextCompletion = new OpenAITextCompletion(client, "text-ada-001");
Kernel kernel = SKBuilders.kernel()
// Add one of this serviceId to config.json in FunSkill to test difference models
.withAIService("text-davinci-003", davinciTextCompletion, false, OpenAITextCompletion.class)
.withAIService("text-ada-001", adaTextCompletion, false, OpenAITextCompletion.class)
.build();
return kernel;
}
/**
* Imports 'FunSkill' from directory examples and runs the 'Joke' function within it.
*
* @param kernel Kernel with Text Completion.
*/
public static void runWithServiceDefinedAtInvocation(Kernel kernel) {
ReadOnlyFunctionCollection skill = kernel
.importSkillFromDirectory("FunSkill", SampleSkillsUtil.detectSkillDirLocation(),
"FunSkill");
CompletionSKFunction function = skill.getFunction("Joke",
CompletionSKFunction.class);
Mono<SKContext> result = function.invokeAsync("time travel to dinosaur age",
SKBuilders
.completionRequestSettings()
.serviceId("text-davinci-003")
.build());
String davinci = result.block().getResult();
result = function.invokeAsync("time travel to dinosaur age",
SKBuilders
.completionRequestSettings()
.serviceId("text-ada-001")
.build());
String ada = result.block().getResult();
System.out.println("=== RESULT FROM text-davinci-003 ===");
System.out.println(davinci);
System.out.println("====================================");
System.out.println("===== RESULT FROM text-ada-001 =====");
System.out.println(ada);
System.out.println("====================================");
}
public static void runWithServiceDefinedByInlineFunction(Kernel kernel) {
// Create function via kernel
var function = kernel.
getSemanticFunctionBuilder()
.withPromptTemplate("tell a joke about {{$input}}")
.withRequestSettings(
SKBuilders.completionRequestSettings()
.temperature(0.4)
.topP(1)
.maxTokens(100)
.serviceId("text-davinci-003")
.build())
.build();
String davinci = function.invokeAsync("time travel to dinosaur age").block().getResult();
System.out.println("=== RESULT FROM text-davinci-003 ===");
System.out.println(davinci);
System.out.println("====================================");
}
public static void runWithServiceDefinedInFile(Kernel kernel) {
ReadOnlyFunctionCollection skills = kernel.importSkillFromResources(
"Plugins",
"ExamplePlugins",
"ExampleFunctionWithService"
);
SKFunction<?> function = skills.getFunction("ExampleFunctionWithService");
System.out.println("=== RESULT FROM text-davinci-003 ===");
System.out.println(function.invokeAsync().block().getResult());
System.out.println("====================================");
}
public static void run(OpenAIAsyncClient client) {
Kernel kernel = getKernel(client);
runWithServiceDefinedInFile(kernel);
runWithServiceDefinedAtInvocation(kernel);
runWithServiceDefinedByInlineFunction(kernel);
}
public static void main(String args[]) throws ConfigurationException, IOException {
run(OpenAIClientProvider.getClient());
}
}
java/semantickernel-api/src/main/java/com/microsoft/semantickernel/orchestration/AIFunction.java
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// Copyright (c) Microsoft. All rights reserved.
package com.microsoft.semantickernel.orchestration;
import com.microsoft.semantickernel.ai.AIRequestSettings;
import com.microsoft.semantickernel.services.AIServiceSupplier;
import com.microsoft.semantickernel.skilldefinition.KernelSkillsSupplier;
import com.microsoft.semantickernel.skilldefinition.ParameterView;
import java.util.List;
import javax.annotation.Nullable;
public abstract class AIFunction<RequestConfiguration extends AIRequestSettings>
extends AbstractSkFunction<RequestConfiguration>
implements SKFunction<RequestConfiguration> {
@Nullable private AIServiceSupplier aiServiceSupplier;
/**
* Constructor.
*
* @param parameters The parameters of the function.
* @param skillName The name of the skill.
* @param functionName The name of the function.
* @param description The description of the function.
* @param returnParameters
* @param skillsSupplier The skill supplier.
*/
public AIFunction(
List<ParameterView> parameters,
String skillName,
String functionName,
String description,
List<ParameterView> returnParameters,
@Nullable KernelSkillsSupplier skillsSupplier,
@Nullable AIServiceSupplier aiServiceSupplier) {
super(parameters, skillName, functionName, description, returnParameters, skillsSupplier);
this.aiServiceSupplier = aiServiceSupplier;
}
protected void setServiceSupplier(@Nullable AIServiceSupplier aiServiceSupplier) {
this.aiServiceSupplier = aiServiceSupplier;
}
@Nullable
protected AIServiceSupplier getAiServiceSupplier() {
return aiServiceSupplier;
}
}