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package com.agentsflex.llm.tencent.test;
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import com.agentsflex.core.document.Document;
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import com.agentsflex.core.llm.Llm;
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import com.agentsflex.core.llm.embedding.EmbeddingOptions;
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import com.agentsflex.core.llm.response.AiMessageResponse;
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import com.agentsflex.core.prompt.FunctionPrompt;
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import com.agentsflex.core.store.VectorData;
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import com.agentsflex.llm.tencent.TencentLlmConfig;
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import com.agentsflex.llm.tencent.TencentlmLlm;
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import org.junit.Test;
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import java.util.Arrays;
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public class TencentlmLlmTest {
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public static void main(String[] args) throws Exception {
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TencentLlmConfig config = new TencentLlmConfig();
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config.setApiSecret("******************");
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config.setApiKey("******************");
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Llm llm = new TencentlmLlm(config);
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for (int i =0;i<5;i++) {
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int finalI = i;
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new Thread(() -> {
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String response = llm.chat("你好");
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System.out.println(response + finalI);
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}).start();
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}
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// TencentLlmConfig config = new TencentLlmConfig();
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// config.setApiSecret("**************");
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// config.setApiKey("**************");
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// Llm llm = new TencentlmLlm(config);
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// List<Message> list = new ArrayList<>();
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// Message message = new HumanMessage("你好");
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// list.add(message);
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// AiMessage message2 = new AiMessage();
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// message2.setFullContent("你好!很高兴与你交流。请问有什么我可以帮助你的吗?无论是关于生活、工作、学习还是其他方面的问题,我都会尽力为你提供帮助。!");
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// list.add(message2);
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// message = new HumanMessage("好吧");
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// list.add(message);
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// HistoriesPrompt prompt = new HistoriesPrompt();
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// prompt.addMessages(list);
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// llm.chatStream(prompt, new StreamResponseListener() {
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// @Override
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// public void onMessage(ChatContext context, AiMessageResponse response) {
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// LogUtil.println("onMessage=====" + response.getMessage().getContent());
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// }
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//
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// @Override
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// public void onStop(ChatContext context) {
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// LogUtil.println("停止");
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// }
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//
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// @Override
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// public void onFailure(ChatContext context, Throwable throwable) {
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// LogUtil.println("出错" + throwable.getMessage());
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// }
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// });
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}
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@Test
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public void testEmbedding() {
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TencentLlmConfig config = new TencentLlmConfig();
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config.setApiSecret("******");
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config.setApiKey("***********");
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Llm llm = new TencentlmLlm(config);
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Document document = new Document();
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document.setContent("你好");
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VectorData embeddings = llm.embed(document, EmbeddingOptions.DEFAULT);
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System.out.println(Arrays.toString(embeddings.getVector()));
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}
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@Test
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public void testFunctionCalling() {
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TencentLlmConfig config = new TencentLlmConfig();
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config.setApiSecret("******");
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config.setApiKey("***********");
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Llm llm = new TencentlmLlm(config);
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FunctionPrompt prompt = new FunctionPrompt("今天北京的天气怎么样", WeatherFunctions.class);
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AiMessageResponse response = llm.chat(prompt);
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System.out.println(response.callFunctions());
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}
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}
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