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Added AgenticServices helper #835
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@@ -15,19 +15,37 @@ | |
*/ | ||
package io.serverlessworkflow.fluent.agentic.langchain4j; | ||
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import static io.serverlessworkflow.fluent.agentic.AgentWorkflowBuilder.workflow; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newAstrologyAgent; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newAudienceEditor; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newCreativeWriter; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newFoodExpert; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newMovieExpert; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newStyleEditor; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newStyleScorer; | ||
import static io.serverlessworkflow.fluent.agentic.AgentsUtils.newSummaryStory; | ||
import static io.serverlessworkflow.fluent.agentic.langchain4j.Agents.*; | ||
import static io.serverlessworkflow.fluent.agentic.langchain4j.Agents.AudienceEditor; | ||
import static io.serverlessworkflow.fluent.agentic.langchain4j.Agents.CreativeWriter; | ||
import static io.serverlessworkflow.fluent.agentic.langchain4j.Agents.StyleEditor; | ||
import static io.serverlessworkflow.fluent.agentic.langchain4j.Models.BASE_MODEL; | ||
import static org.junit.jupiter.api.Assertions.assertEquals; | ||
import static org.junit.jupiter.api.Assertions.assertNotNull; | ||
import static org.mockito.ArgumentMatchers.any; | ||
import static org.mockito.ArgumentMatchers.eq; | ||
import static org.mockito.Mockito.spy; | ||
import static org.mockito.Mockito.verify; | ||
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import dev.langchain4j.agentic.AgenticServices; | ||
import dev.langchain4j.agentic.UntypedAgent; | ||
import dev.langchain4j.agentic.scope.AgenticScope; | ||
import dev.langchain4j.agentic.workflow.WorkflowAgentsBuilder; | ||
import io.serverlessworkflow.fluent.agentic.AgenticServices; | ||
import io.serverlessworkflow.fluent.agentic.AgentsUtils; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.function.Function; | ||
import java.util.function.Predicate; | ||
import java.util.stream.IntStream; | ||
import org.junit.jupiter.api.Test; | ||
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public class WorkflowAgentsIT { | ||
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@@ -38,21 +56,21 @@ void sequential_agents_tests() { | |
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CreativeWriter creativeWriter = | ||
spy( | ||
AgenticServices.agentBuilder(CreativeWriter.class) | ||
dev.langchain4j.agentic.AgenticServices.agentBuilder(CreativeWriter.class) | ||
.chatModel(BASE_MODEL) | ||
.outputName("story") | ||
.build()); | ||
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AudienceEditor audienceEditor = | ||
spy( | ||
AgenticServices.agentBuilder(AudienceEditor.class) | ||
dev.langchain4j.agentic.AgenticServices.agentBuilder(AudienceEditor.class) | ||
.chatModel(BASE_MODEL) | ||
.outputName("story") | ||
.build()); | ||
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StyleEditor styleEditor = | ||
spy( | ||
AgenticServices.agentBuilder(StyleEditor.class) | ||
dev.langchain4j.agentic.AgenticServices.agentBuilder(StyleEditor.class) | ||
.chatModel(BASE_MODEL) | ||
.outputName("story") | ||
.build()); | ||
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@@ -77,4 +95,123 @@ void sequential_agents_tests() { | |
verify(audienceEditor).editStory(any(), eq("young adults")); | ||
verify(styleEditor).editStory(any(), eq("fantasy")); | ||
} | ||
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@Test | ||
public void sequenceHelperTest() { | ||
var creativeWriter = newCreativeWriter(); | ||
var audienceEditor = newAudienceEditor(); | ||
var styleEditor = newStyleEditor(); | ||
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AgentsUtils.NovelCreator novelCreator = | ||
io.serverlessworkflow.fluent.agentic.AgenticServices.of(AgentsUtils.NovelCreator.class) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. There are a few places with FQCN. |
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.flow(workflow("seqFlow").sequence(creativeWriter, audienceEditor, styleEditor)) | ||
.build(); | ||
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String story = novelCreator.createNovel("dragons and wizards", "young adults", "fantasy"); | ||
assertNotNull(story); | ||
} | ||
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@Test | ||
public void agentAndSequenceHelperTest() { | ||
var creativeWriter = newCreativeWriter(); | ||
var audienceEditor = newAudienceEditor(); | ||
var styleEditor = newStyleEditor(); | ||
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AgentsUtils.NovelCreator novelCreator = | ||
io.serverlessworkflow.fluent.agentic.AgenticServices.of(AgentsUtils.NovelCreator.class) | ||
.flow(workflow("seqFlow").agent(creativeWriter).sequence(audienceEditor, styleEditor)) | ||
.build(); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This DSL is looking pretty cool. We should do the same for |
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String story = novelCreator.createNovel("dragons and wizards", "young adults", "fantasy"); | ||
assertNotNull(story); | ||
} | ||
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@Test | ||
public void agentAndSequenceAndAgentHelperTest() { | ||
var creativeWriter = newCreativeWriter(); | ||
var audienceEditor = newAudienceEditor(); | ||
var styleEditor = newStyleEditor(); | ||
var summaryStory = newSummaryStory(); | ||
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AgentsUtils.NovelCreator novelCreator = | ||
io.serverlessworkflow.fluent.agentic.AgenticServices.of(AgentsUtils.NovelCreator.class) | ||
.flow( | ||
workflow("seqFlow") | ||
.agent(creativeWriter) | ||
.sequence(audienceEditor, styleEditor) | ||
.agent(summaryStory)) | ||
.build(); | ||
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String story = novelCreator.createNovel("dragons and wizards", "young adults", "fantasy"); | ||
assertNotNull(story); | ||
} | ||
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@Test | ||
public void parallelWorkflow() { | ||
var foodExpert = newFoodExpert(); | ||
var movieExpert = newMovieExpert(); | ||
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Function<AgenticScope, List<EveningPlan>> planEvening = | ||
input -> { | ||
List<String> movies = (List<String>) input.readState("movies"); | ||
List<String> meals = (List<String>) input.readState("meals"); | ||
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int max = Math.min(movies.size(), meals.size()); | ||
return IntStream.range(0, max) | ||
.mapToObj(i -> new EveningPlan(movies.get(i), meals.get(i))) | ||
.toList(); | ||
}; | ||
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EveningPlannerAgent eveningPlannerAgent = | ||
AgenticServices.of(EveningPlannerAgent.class) | ||
.flow(workflow("parallelFlow").parallel(foodExpert, movieExpert).outputAs(planEvening)) | ||
.build(); | ||
List<EveningPlan> result = eveningPlannerAgent.plan("romantic"); | ||
assertEquals(3, result.size()); | ||
} | ||
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@Test | ||
public void loopTest() { | ||
var creativeWriter = newCreativeWriter(); | ||
var scorer = newStyleScorer(); | ||
var editor = newStyleEditor(); | ||
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Predicate<AgenticScope> until = s -> s.readState("score", 0.0) >= 0.8; | ||
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StyledWriter styledWriter = | ||
AgenticServices.of(StyledWriter.class) | ||
.flow(workflow("loopFlow").agent(creativeWriter).loop(until, scorer, editor)) | ||
.build(); | ||
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String story = styledWriter.writeStoryWithStyle("dragons and wizards", "fantasy"); | ||
assertNotNull(story); | ||
} | ||
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@Test | ||
public void humanInTheLoop() { | ||
var astrologyAgent = newAstrologyAgent(); | ||
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var askSign = | ||
new Function<AgenticScope, AgenticScope>() { | ||
@Override | ||
public AgenticScope apply(AgenticScope holder) { | ||
System.out.println("What's your star sign?"); | ||
// var sign = System.console().readLine(); | ||
holder.writeState("sign", "piscis"); | ||
return holder; | ||
} | ||
}; | ||
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String result = | ||
AgenticServices.of(Agents.HoroscopeAgent.class) | ||
.flow( | ||
workflow("humanInTheLoop") | ||
.inputFrom(askSign) | ||
// .tasks(tasks -> tasks.callFn(fn(askSign))) // TODO should work too | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can you open an issue to track this? |
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.agent(astrologyAgent)) | ||
.build() | ||
.invoke("My name is Mario. What is my horoscope?"); | ||
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assertNotNull(result); | ||
} | ||
} |
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@@ -0,0 +1,134 @@ | ||
/* | ||
* Copyright 2020-Present The Serverless Workflow Specification Authors | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
package io.serverlessworkflow.fluent.agentic; | ||
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import dev.langchain4j.agentic.Agent; | ||
import dev.langchain4j.agentic.scope.AgenticScope; | ||
import dev.langchain4j.service.V; | ||
import io.serverlessworkflow.api.types.Workflow; | ||
import io.serverlessworkflow.impl.WorkflowApplication; | ||
import io.serverlessworkflow.impl.WorkflowModel; | ||
import java.lang.annotation.Annotation; | ||
import java.lang.reflect.InvocationHandler; | ||
import java.lang.reflect.Method; | ||
import java.lang.reflect.Proxy; | ||
import java.util.HashMap; | ||
import java.util.Map; | ||
import java.util.Objects; | ||
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public class AgenticServices<T> { | ||
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private final Class<T> agent; | ||
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private AgentWorkflowBuilder builder; | ||
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private AgenticServices(Class<T> agent) { | ||
this.agent = agent; | ||
} | ||
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public static <T> AgenticServices<T> of(Class<T> agent) { | ||
return new AgenticServices<>(agent); | ||
} | ||
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public AgenticServices<T> flow(AgentWorkflowBuilder builder) { | ||
this.builder = builder; | ||
return this; | ||
} | ||
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public T build() { | ||
Objects.requireNonNull( | ||
builder, "AgenticServices.flow(AgentWorkflowBuilder) must be called before build()"); | ||
Workflow workflow = builder.build(); | ||
return AgenticServiceBuilder.create(agent, new AgentInvocationHandler(workflow)); | ||
} | ||
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private static class AgenticServiceBuilder { | ||
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@SuppressWarnings("unchecked") | ||
public static <T> T create(Class<T> runner, InvocationHandler h) { | ||
if (!runner.isInterface()) { | ||
throw new IllegalArgumentException(runner + " must be an interface to create a Proxy"); | ||
} | ||
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ClassLoader cl = runner.getClassLoader(); | ||
Class<?>[] ifaces = new Class<?>[] {runner}; | ||
return (T) Proxy.newProxyInstance(cl, ifaces, h); | ||
} | ||
} | ||
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private class AgentInvocationHandler implements InvocationHandler { | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This class is similar to this one: https://github.com/serverlessworkflow/sdk-java/blob/main/experimental/fluent/agentic-langchain4j/src/main/java/io/serverlessworkflow/fluent/agentic/langchain4j/WorkflowInvocationHandler.java#L37 We should bring them together. |
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private final Workflow workflow; | ||
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public AgentInvocationHandler(Workflow workflow) { | ||
this.workflow = workflow; | ||
} | ||
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@Override | ||
public Object invoke(Object proxy, Method method, Object[] args) { | ||
if (method.getDeclaringClass() == Object.class) { | ||
return switch (method.getName()) { | ||
case "toString" -> "AgentProxy(" + workflow.getDocument().getName() + ")"; | ||
case "hashCode" -> System.identityHashCode(proxy); | ||
case "equals" -> proxy == args[0]; | ||
default -> throw new IllegalStateException("Unexpected Object method: " + method); | ||
}; | ||
} | ||
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Agent agent = method.getAnnotation(Agent.class); | ||
if (agent == null) { | ||
throw new IllegalStateException( | ||
"Method " + method.getName() + " is not annotated with @Agent"); | ||
} | ||
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Annotation[][] annotations = method.getParameterAnnotations(); | ||
Map<String, Object> input = new HashMap<>(); | ||
for (int i = 0; i < annotations.length; i++) { | ||
boolean found = false; | ||
for (Annotation a : annotations[i]) { | ||
if (a instanceof V) { | ||
String key = ((V) a).value(); | ||
Object value = args[i]; | ||
input.put(key, value); | ||
found = true; | ||
break; | ||
} | ||
} | ||
if (!found) { | ||
throw new IllegalStateException( | ||
"Parameter " | ||
+ (i + 1) | ||
+ " of method " | ||
+ method.getName() | ||
+ " is not annotated with @V"); | ||
} | ||
} | ||
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try (WorkflowApplication app = WorkflowApplication.builder().build()) { | ||
WorkflowModel result = app.workflowDefinition(workflow).instance(input).start().get(); | ||
if (result.asJavaObject() instanceof AgenticScope scope) { | ||
Object out = scope.state().get("input"); | ||
if (out != null) { | ||
return out; | ||
} | ||
} | ||
return result.asJavaObject(); | ||
} catch (Exception e) { | ||
throw new RuntimeException("Workflow execution failed", e); | ||
} | ||
} | ||
} | ||
} |
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Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
We should remove the FQCN