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/*
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* Copyright (c) 2023-2025, Agents-Flex (fuhai999@gmail.com).
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* <p>
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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* <p>
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* http://www.apache.org/licenses/LICENSE-2.0
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* <p>
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.agentsflex.core.prompt;
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import com.agentsflex.core.llm.response.AiMessageResponse;
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import com.agentsflex.core.llm.response.FunctionCaller;
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import com.agentsflex.core.message.Message;
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import com.agentsflex.core.message.ToolMessage;
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import com.agentsflex.core.util.StringUtil;
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import com.alibaba.fastjson.JSON;
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import java.util.ArrayList;
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import java.util.List;
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public class ToolPrompt extends Prompt {
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protected List<Message> messages;
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public static ToolPrompt of(AiMessageResponse response) {
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return of(response, null);
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}
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public static ToolPrompt of(AiMessageResponse response, HistoriesPrompt withHistories) {
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List<FunctionCaller> functionCallers = response.getFunctionCallers();
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List<Message> toolMessages = new ArrayList<>(functionCallers.size());
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for (FunctionCaller functionCaller : functionCallers) {
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ToolMessage toolMessage = new ToolMessage();
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String callId = functionCaller.getFunctionCall().getId();
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if (StringUtil.hasText(callId)) {
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toolMessage.setToolCallId(callId);
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} else {
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toolMessage.setToolCallId(functionCaller.getFunctionCall().getName());
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}
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Object object = functionCaller.call();
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if (object instanceof CharSequence || object instanceof Number) {
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toolMessage.setContent(object.toString());
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} else {
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toolMessage.setContent(JSON.toJSONString(object));
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}
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toolMessages.add(toolMessage);
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}
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if (withHistories != null) {
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withHistories.addMessages(response.getPrompt().toMessages());
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withHistories.addMessage(response.getMessage());
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withHistories.addMessages(toolMessages);
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return new HistoriesToolPrompt(withHistories);
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} else {
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ToolPrompt toolPrompt = new ToolPrompt();
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toolPrompt.messages = new ArrayList<>();
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//用户问题
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toolPrompt.messages.addAll(response.getPrompt().toMessages());
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// 模型返回
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toolPrompt.messages.add(response.getMessage());
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// 执行结果
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toolPrompt.messages.addAll(toolMessages);
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return toolPrompt;
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}
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}
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static class HistoriesToolPrompt extends ToolPrompt {
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HistoriesPrompt historiesPrompt;
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public HistoriesToolPrompt(HistoriesPrompt historiesPrompt) {
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this.historiesPrompt = historiesPrompt;
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}
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@Override
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public List<Message> toMessages() {
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return historiesPrompt.toMessages();
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}
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@Override
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public String toString() {
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return "HistoriesToolPrompt{" +
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"historiesPrompt=" + historiesPrompt +
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", messages=" + messages +
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", metadataMap=" + metadataMap +
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'}';
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}
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}
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@Override
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public List<Message> toMessages() {
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return messages;
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}
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@Override
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public String toString() {
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return "ToolPrompt{" +
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"messages=" + messages +
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", metadataMap=" + metadataMap +
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'}';
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}
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}
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