mirror of
https://gitcode.com/ageerle/ruoyi-ai.git
synced 2026-04-13 11:53:48 +00:00
feat: 支持插件功能
This commit is contained in:
@@ -26,6 +26,12 @@
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<artifactId>ruoyi-common-core</artifactId>
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</dependency>
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<dependency>
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<groupId>mysql</groupId>
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<artifactId>mysql-connector-java</artifactId>
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<version>8.0.33</version>
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</dependency>
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<dependency>
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<groupId>com.azure</groupId>
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<artifactId>azure-ai-openai</artifactId>
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@@ -92,5 +98,25 @@
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</exclusion>
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</exclusions>
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</dependency>
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<dependency>
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<groupId>junit</groupId>
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<artifactId>junit</artifactId>
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</dependency>
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<dependency>
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<groupId>junit</groupId>
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<artifactId>junit</artifactId>
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</dependency>
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<dependency>
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<groupId>cn.bigmodel.openapi</groupId>
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<artifactId>oapi-java-sdk</artifactId>
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<version>release-V4-2.3.0</version>
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</dependency>
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<dependency>
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<groupId>com.squareup.okhttp</groupId>
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<artifactId>okhttp</artifactId>
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<version>2.7.5</version>
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<scope>compile</scope>
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</dependency>
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</dependencies>
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</project>
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@@ -0,0 +1,73 @@
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package org.ruoyi.common.chat.demo;
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import cn.hutool.json.JSONUtil;
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import lombok.Getter;
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import lombok.SneakyThrows;
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import lombok.extern.slf4j.Slf4j;
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import okhttp3.Response;
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import okhttp3.ResponseBody;
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import okhttp3.sse.EventSource;
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import okhttp3.sse.EventSourceListener;
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import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
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import java.util.Objects;
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import java.util.concurrent.CountDownLatch;
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/**
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* 描述: sse
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*
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* @author https:www.unfbx.com
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* 2023-06-15
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*/
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@Slf4j
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public class ConsoleEventSourceListenerV2 extends EventSourceListener {
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@Getter
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String args = "";
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final CountDownLatch countDownLatch;
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public ConsoleEventSourceListenerV2(CountDownLatch countDownLatch) {
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this.countDownLatch = countDownLatch;
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}
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@Override
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public void onOpen(EventSource eventSource, Response response) {
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log.info("OpenAI建立sse连接...");
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}
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@Override
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public void onEvent(EventSource eventSource, String id, String type, String data) {
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log.info("OpenAI返回数据:{}", data);
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if (data.equals("[DONE]")) {
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log.info("OpenAI返回数据结束了");
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countDownLatch.countDown();
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return;
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}
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ChatCompletionResponse chatCompletionResponse = JSONUtil.toBean(data, ChatCompletionResponse.class);
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if(Objects.nonNull(chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall())){
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args += chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall().getArguments();
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}
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}
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@Override
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public void onClosed(EventSource eventSource) {
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log.info("OpenAI关闭sse连接...");
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}
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@SneakyThrows
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@Override
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public void onFailure(EventSource eventSource, Throwable t, Response response) {
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if(Objects.isNull(response)){
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log.error("OpenAI sse连接异常:{}", t);
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eventSource.cancel();
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return;
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}
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ResponseBody body = response.body();
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if (Objects.nonNull(body)) {
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log.error("OpenAI sse连接异常data:{},异常:{}", body.string(), t);
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} else {
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log.error("OpenAI sse连接异常data:{},异常:{}", response, t);
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}
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eventSource.cancel();
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}
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}
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@@ -0,0 +1,92 @@
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package org.ruoyi.common.chat.demo;
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import cn.hutool.core.collection.CollectionUtil;
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import cn.hutool.json.JSONUtil;
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import lombok.Getter;
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import lombok.SneakyThrows;
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import lombok.extern.slf4j.Slf4j;
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import okhttp3.Response;
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import okhttp3.ResponseBody;
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import okhttp3.sse.EventSource;
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import okhttp3.sse.EventSourceListener;
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import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
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import org.ruoyi.common.chat.entity.chat.Message;
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import org.ruoyi.common.chat.entity.chat.tool.ToolCallFunction;
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import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Objects;
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import java.util.concurrent.CountDownLatch;
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/**
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* 描述: demo测试实现类,仅供思路参考
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*
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* @author https:www.unfbx.com
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* 2023-11-12
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*/
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@Slf4j
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public class ConsoleEventSourceListenerV3 extends EventSourceListener {
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@Getter
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List<ToolCalls> choices = new ArrayList<>();
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@Getter
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ToolCalls toolCalls = new ToolCalls();
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@Getter
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ToolCallFunction toolCallFunction = ToolCallFunction.builder().name("").arguments("").build();
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final CountDownLatch countDownLatch;
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public ConsoleEventSourceListenerV3(CountDownLatch countDownLatch) {
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this.countDownLatch = countDownLatch;
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}
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@Override
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public void onOpen(EventSource eventSource, Response response) {
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log.info("OpenAI建立sse连接...");
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}
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@Override
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public void onEvent(EventSource eventSource, String id, String type, String data) {
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log.info("OpenAI返回数据:{}", data);
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if (data.equals("[DONE]")) {
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log.info("OpenAI返回数据结束了");
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return;
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}
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ChatCompletionResponse chatCompletionResponse = JSONUtil.toBean(data, ChatCompletionResponse.class);
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Message delta = chatCompletionResponse.getChoices().get(0).getDelta();
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if (CollectionUtil.isNotEmpty(delta.getToolCalls())) {
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choices.addAll(delta.getToolCalls());
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}
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}
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@Override
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public void onClosed(EventSource eventSource) {
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if(CollectionUtil.isNotEmpty(choices)){
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toolCalls.setId(choices.get(0).getId());
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toolCalls.setType(choices.get(0).getType());
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choices.forEach(e -> {
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toolCallFunction.setName(e.getFunction().getName());
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toolCallFunction.setArguments(toolCallFunction.getArguments() + e.getFunction().getArguments());
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toolCalls.setFunction(toolCallFunction);
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});
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}
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log.info("OpenAI关闭sse连接...");
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countDownLatch.countDown();
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}
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@SneakyThrows
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@Override
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public void onFailure(EventSource eventSource, Throwable t, Response response) {
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if(Objects.isNull(response)){
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log.error("OpenAI sse连接异常:{}", t);
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eventSource.cancel();
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return;
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}
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ResponseBody body = response.body();
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if (Objects.nonNull(body)) {
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log.error("OpenAI sse连接异常data:{},异常:{}", body.string(), t);
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} else {
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log.error("OpenAI sse连接异常data:{},异常:{}", response, t);
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}
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eventSource.cancel();
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}
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}
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@@ -0,0 +1,417 @@
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package org.ruoyi.common.chat.demo;
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import cn.hutool.json.JSONUtil;
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import com.alibaba.fastjson.JSONObject;
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import lombok.Builder;
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import lombok.Data;
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import lombok.extern.slf4j.Slf4j;
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import okhttp3.OkHttpClient;
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import okhttp3.logging.HttpLoggingInterceptor;
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import org.junit.Before;
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import org.junit.Test;
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import org.ruoyi.common.chat.entity.chat.*;
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import org.ruoyi.common.chat.entity.chat.tool.ToolCallFunction;
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import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
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import org.ruoyi.common.chat.entity.chat.tool.Tools;
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import org.ruoyi.common.chat.entity.chat.tool.ToolsFunction;
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import org.ruoyi.common.chat.openai.OpenAiClient;
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import org.ruoyi.common.chat.openai.OpenAiStreamClient;
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import org.ruoyi.common.chat.openai.function.KeyRandomStrategy;
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import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
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import org.ruoyi.common.chat.openai.interceptor.OpenAILogger;
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import org.ruoyi.common.chat.openai.interceptor.OpenAiResponseInterceptor;
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import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
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import org.ruoyi.common.chat.plugin.CmdPlugin;
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import org.ruoyi.common.chat.plugin.CmdReq;
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import org.ruoyi.common.chat.sse.ConsoleEventSourceListener;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collections;
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import java.util.List;
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import java.util.concurrent.CountDownLatch;
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import java.util.concurrent.TimeUnit;
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/**
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* 描述:
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*
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* @author ageerle@163.com
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* date 2025/3/8
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*/
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@Slf4j
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public class PluginTest {
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private OpenAiClient openAiClient;
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private OpenAiStreamClient openAiStreamClient;
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@Before
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public void before() {
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//可以为null
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// Proxy proxy = new Proxy(Proxy.Type.HTTP, new InetSocketAddress("127.0.0.1", 7890));
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HttpLoggingInterceptor httpLoggingInterceptor = new HttpLoggingInterceptor(new OpenAILogger());
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//!!!!千万别再生产或者测试环境打开BODY级别日志!!!!
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//!!!生产或者测试环境建议设置为这三种级别:NONE,BASIC,HEADERS,!!!
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httpLoggingInterceptor.setLevel(HttpLoggingInterceptor.Level.HEADERS);
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OkHttpClient okHttpClient = new OkHttpClient
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.Builder()
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// .proxy(proxy)
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.addInterceptor(httpLoggingInterceptor)
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.addInterceptor(new OpenAiResponseInterceptor())
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.connectTimeout(10, TimeUnit.SECONDS)
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.writeTimeout(30, TimeUnit.SECONDS)
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.readTimeout(30, TimeUnit.SECONDS)
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.build();
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openAiClient = OpenAiClient.builder()
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//支持多key传入,请求时候随机选择
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.apiKey(Arrays.asList("sk-xx"))
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//自定义key的获取策略:默认KeyRandomStrategy
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//.keyStrategy(new KeyRandomStrategy())
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.keyStrategy(new KeyRandomStrategy())
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.okHttpClient(okHttpClient)
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//自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址)
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.apiHost("https://api.pandarobot.chat/")
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.build();
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openAiStreamClient = OpenAiStreamClient.builder()
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//支持多key传入,请求时候随机选择
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.apiKey(Arrays.asList("sk-xx"))
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//自定义key的获取策略:默认KeyRandomStrategy
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.keyStrategy(new KeyRandomStrategy())
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.authInterceptor(new DynamicKeyOpenAiAuthInterceptor())
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.okHttpClient(okHttpClient)
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//自己做了代理就传代理地址,没有可不不传,(关注公众号回复:openai ,获取免费的测试代理地址)
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.apiHost("https://api.pandarobot.chat/")
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.build();
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}
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@Test
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public void chatFunction() {
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//模型:GPT_3_5_TURBO_16K_0613
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Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
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//属性一
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JSONObject wordLength = new JSONObject();
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wordLength.put("type", "number");
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wordLength.put("description", "词语的长度");
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//属性二
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JSONObject language = new JSONObject();
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language.put("type", "string");
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language.put("enum", Arrays.asList("zh", "en"));
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language.put("description", "语言类型,例如:zh代表中文、en代表英语");
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//参数
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JSONObject properties = new JSONObject();
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properties.put("wordLength", wordLength);
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properties.put("language", language);
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Parameters parameters = Parameters.builder()
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.type("object")
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.properties(properties)
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.required(Collections.singletonList("wordLength")).build();
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Functions functions = Functions.builder()
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.name("getOneWord")
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.description("获取一个指定长度和语言类型的词语")
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.parameters(parameters)
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.build();
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ChatCompletion chatCompletion = ChatCompletion
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.builder()
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.messages(Collections.singletonList(message))
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.functions(Collections.singletonList(functions))
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.functionCall("auto")
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.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
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.build();
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ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
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ChatChoice chatChoice = chatCompletionResponse.getChoices().get(0);
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log.info("构造的方法值:{}", chatChoice.getMessage().getFunctionCall());
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log.info("构造的方法名称:{}", chatChoice.getMessage().getFunctionCall().getName());
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log.info("构造的方法参数:{}", chatChoice.getMessage().getFunctionCall().getArguments());
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WordParam wordParam = JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), WordParam.class);
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String oneWord = getOneWord(wordParam);
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FunctionCall functionCall = FunctionCall.builder()
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.arguments(chatChoice.getMessage().getFunctionCall().getArguments())
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.name("getOneWord")
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.build();
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Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").functionCall(functionCall).build();
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String content
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= "{ " +
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"\"wordLength\": \"3\", " +
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"\"language\": \"zh\", " +
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"\"word\": \"" + oneWord + "\"," +
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"\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
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"}";
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Message message3 = Message.builder().role(Message.Role.FUNCTION).name("getOneWord").content(content).build();
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List<Message> messageList = Arrays.asList(message, message2, message3);
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ChatCompletion chatCompletionV2 = ChatCompletion
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.builder()
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.messages(messageList)
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.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
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.build();
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ChatCompletionResponse chatCompletionResponseV2 = openAiClient.chatCompletion(chatCompletionV2);
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log.info("自定义的方法返回值:{}",chatCompletionResponseV2.getChoices().get(0).getMessage().getContent());
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}
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@Test
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public void plugin() {
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CmdPlugin plugin = new CmdPlugin(CmdReq.class);
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// 插件名称
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plugin.setName("命令行工具");
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// 方法名称
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plugin.setFunction("openCmd");
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// 方法说明
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plugin.setDescription("提供一个命令行指令,比如<记事本>,指令使用中文,以function返回结果为准");
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PluginAbstract.Arg arg = new PluginAbstract.Arg();
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// 参数名称
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arg.setName("cmd");
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// 参数说明
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arg.setDescription("命令行指令");
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// 参数类型
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arg.setType("string");
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arg.setRequired(true);
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plugin.setArgs(Collections.singletonList(arg));
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||||
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Message message2 = Message.builder().role(Message.Role.USER).content("帮我打开计算器,结合上下文判断指令是否执行成功,只用回复成功或者失败").build();
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List<Message> messages = new ArrayList<>();
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messages.add(message2);
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//有四个重载方法,都可以使用
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ChatCompletionResponse response = openAiClient.chatCompletionWithPlugin(messages,"gpt-4o-mini",plugin);
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log.info("自定义的方法返回值:{}", response.getChoices().get(0).getMessage().getContent());
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}
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||||
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/**
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* 自定义返回数据格式
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||||
*/
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||||
@Test
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public void diyReturnDataModelChat() {
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||||
Message message = Message.builder().role(Message.Role.USER).content("随机输出10个单词,使用json输出").build();
|
||||
ChatCompletion chatCompletion = ChatCompletion
|
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.builder()
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||||
.messages(Collections.singletonList(message))
|
||||
.responseFormat(ResponseFormat.builder().type(ResponseFormat.Type.JSON_OBJECT.getName()).build())
|
||||
.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
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.build();
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ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
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||||
chatCompletionResponse.getChoices().forEach(e -> System.out.println(e.getMessage()));
|
||||
}
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||||
|
||||
@Test
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||||
public void streamPlugin() {
|
||||
WeatherPlugin plugin = new WeatherPlugin(WeatherReq.class);
|
||||
plugin.setName("知心天气");
|
||||
plugin.setFunction("getLocationWeather");
|
||||
plugin.setDescription("提供一个地址,方法将会获取该地址的天气的实时温度信息。");
|
||||
PluginAbstract.Arg arg = new PluginAbstract.Arg();
|
||||
arg.setName("location");
|
||||
arg.setDescription("地名");
|
||||
arg.setType("string");
|
||||
arg.setRequired(true);
|
||||
plugin.setArgs(Collections.singletonList(arg));
|
||||
|
||||
// Message message1 = Message.builder().role(Message.Role.USER).content("秦始皇统一了哪六国。").build();
|
||||
Message message2 = Message.builder().role(Message.Role.USER).content("获取上海市的天气现在多少度,然后再给出3个推荐的户外运动。").build();
|
||||
List<Message> messages = new ArrayList<>();
|
||||
// messages.add(message1);
|
||||
messages.add(message2);
|
||||
//默认模型:GPT_3_5_TURBO_16K_0613
|
||||
//有四个重载方法,都可以使用
|
||||
openAiStreamClient.streamChatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_4_1106_PREVIEW.getName(), new ConsoleEventSourceListener(), plugin);
|
||||
CountDownLatch countDownLatch = new CountDownLatch(1);
|
||||
try {
|
||||
countDownLatch.await();
|
||||
} catch (InterruptedException e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* tools使用示例
|
||||
*/
|
||||
@Test
|
||||
public void toolsChat() {
|
||||
Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
|
||||
//属性一
|
||||
JSONObject wordLength = new JSONObject();
|
||||
wordLength.put("type", "number");
|
||||
wordLength.put("description", "词语的长度");
|
||||
//属性二
|
||||
JSONObject language = new JSONObject();
|
||||
language.put("type", "string");
|
||||
language.put("enum", Arrays.asList("zh", "en"));
|
||||
language.put("description", "语言类型,例如:zh代表中文、en代表英语");
|
||||
//参数
|
||||
JSONObject properties = new JSONObject();
|
||||
properties.put("wordLength", wordLength);
|
||||
properties.put("language", language);
|
||||
Parameters parameters = Parameters.builder()
|
||||
.type("object")
|
||||
.properties(properties)
|
||||
.required(Collections.singletonList("wordLength")).build();
|
||||
Tools tools = Tools.builder()
|
||||
.type(Tools.Type.FUNCTION.getName())
|
||||
.function(ToolsFunction.builder().name("getOneWord").description("获取一个指定长度和语言类型的词语").parameters(parameters).build())
|
||||
.build();
|
||||
|
||||
ChatCompletion chatCompletion = ChatCompletion
|
||||
.builder()
|
||||
.messages(Collections.singletonList(message))
|
||||
.tools(Collections.singletonList(tools))
|
||||
.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
|
||||
.build();
|
||||
ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
|
||||
|
||||
ChatChoice chatChoice = chatCompletionResponse.getChoices().get(0);
|
||||
log.info("构造的方法值:{}", chatChoice.getMessage().getToolCalls());
|
||||
|
||||
ToolCalls openAiReturnToolCalls = chatChoice.getMessage().getToolCalls().get(0);
|
||||
WordParam wordParam = JSONUtil.toBean(openAiReturnToolCalls.getFunction().getArguments(), WordParam.class);
|
||||
String oneWord = getOneWord(wordParam);
|
||||
|
||||
|
||||
ToolCallFunction tcf = ToolCallFunction.builder().name("getOneWord").arguments(openAiReturnToolCalls.getFunction().getArguments()).build();
|
||||
ToolCalls tc = ToolCalls.builder().id(openAiReturnToolCalls.getId()).type(ToolCalls.Type.FUNCTION.getName()).function(tcf).build();
|
||||
//构造tool call
|
||||
Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").toolCalls(Collections.singletonList(tc)).build();
|
||||
String content
|
||||
= "{ " +
|
||||
"\"wordLength\": \"3\", " +
|
||||
"\"language\": \"zh\", " +
|
||||
"\"word\": \"" + oneWord + "\"," +
|
||||
"\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
|
||||
"}";
|
||||
Message message3 = Message.builder().toolCallId(openAiReturnToolCalls.getId()).role(Message.Role.TOOL).name("getOneWord").content(content).build();
|
||||
List<Message> messageList = Arrays.asList(message, message2, message3);
|
||||
ChatCompletion chatCompletionV2 = ChatCompletion
|
||||
.builder()
|
||||
.messages(messageList)
|
||||
.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
|
||||
.build();
|
||||
ChatCompletionResponse chatCompletionResponseV2 = openAiClient.chatCompletion(chatCompletionV2);
|
||||
log.info("自定义的方法返回值:{}", chatCompletionResponseV2.getChoices().get(0).getMessage().getContent());
|
||||
|
||||
}
|
||||
|
||||
/**
|
||||
* tools流式输出使用示例
|
||||
*/
|
||||
@Test
|
||||
public void streamToolsChat() {
|
||||
|
||||
CountDownLatch countDownLatch = new CountDownLatch(1);
|
||||
ConsoleEventSourceListenerV3 eventSourceListener = new ConsoleEventSourceListenerV3(countDownLatch);
|
||||
|
||||
Message message = Message.builder().role(Message.Role.USER).content("给我输出一个长度为2的中文词语,并解释下词语对应物品的用途").build();
|
||||
//属性一
|
||||
JSONObject wordLength = new JSONObject();
|
||||
wordLength.put("type", "number");
|
||||
wordLength.put("description", "词语的长度");
|
||||
//属性二
|
||||
JSONObject language = new JSONObject();
|
||||
language.put("type", "string");
|
||||
language.put("enum", Arrays.asList("zh", "en"));
|
||||
language.put("description", "语言类型,例如:zh代表中文、en代表英语");
|
||||
//参数
|
||||
JSONObject properties = new JSONObject();
|
||||
properties.put("wordLength", wordLength);
|
||||
properties.put("language", language);
|
||||
Parameters parameters = Parameters.builder()
|
||||
.type("object")
|
||||
.properties(properties)
|
||||
.required(Collections.singletonList("wordLength")).build();
|
||||
Tools tools = Tools.builder()
|
||||
.type(Tools.Type.FUNCTION.getName())
|
||||
.function(ToolsFunction.builder().name("getOneWord").description("获取一个指定长度和语言类型的词语").parameters(parameters).build())
|
||||
.build();
|
||||
|
||||
ChatCompletion chatCompletion = ChatCompletion
|
||||
.builder()
|
||||
.messages(Collections.singletonList(message))
|
||||
.tools(Collections.singletonList(tools))
|
||||
.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
|
||||
.build();
|
||||
openAiStreamClient.streamChatCompletion(chatCompletion, eventSourceListener);
|
||||
|
||||
try {
|
||||
countDownLatch.await();
|
||||
} catch (InterruptedException e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
|
||||
ToolCalls openAiReturnToolCalls = eventSourceListener.getToolCalls();
|
||||
WordParam wordParam = JSONUtil.toBean(openAiReturnToolCalls.getFunction().getArguments(), WordParam.class);
|
||||
String oneWord = getOneWord(wordParam);
|
||||
|
||||
|
||||
ToolCallFunction tcf = ToolCallFunction.builder().name("getOneWord").arguments(openAiReturnToolCalls.getFunction().getArguments()).build();
|
||||
ToolCalls tc = ToolCalls.builder().id(openAiReturnToolCalls.getId()).type(ToolCalls.Type.FUNCTION.getName()).function(tcf).build();
|
||||
//构造tool call
|
||||
Message message2 = Message.builder().role(Message.Role.ASSISTANT).content("方法参数").toolCalls(Collections.singletonList(tc)).build();
|
||||
String content
|
||||
= "{ " +
|
||||
"\"wordLength\": \"3\", " +
|
||||
"\"language\": \"zh\", " +
|
||||
"\"word\": \"" + oneWord + "\"," +
|
||||
"\"用途\": [\"直接吃\", \"做沙拉\", \"售卖\"]" +
|
||||
"}";
|
||||
Message message3 = Message.builder().toolCallId(openAiReturnToolCalls.getId()).role(Message.Role.TOOL).name("getOneWord").content(content).build();
|
||||
List<Message> messageList = Arrays.asList(message, message2, message3);
|
||||
ChatCompletion chatCompletionV2 = ChatCompletion
|
||||
.builder()
|
||||
.messages(messageList)
|
||||
.model(ChatCompletion.Model.GPT_4_1106_PREVIEW.getName())
|
||||
.build();
|
||||
|
||||
|
||||
CountDownLatch countDownLatch1 = new CountDownLatch(1);
|
||||
openAiStreamClient.streamChatCompletion(chatCompletionV2, new ConsoleEventSourceListenerV3(countDownLatch));
|
||||
try {
|
||||
countDownLatch1.await();
|
||||
} catch (InterruptedException e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
try {
|
||||
countDownLatch1.await();
|
||||
} catch (InterruptedException e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
|
||||
@Data
|
||||
@Builder
|
||||
static class WordParam {
|
||||
private int wordLength;
|
||||
@Builder.Default
|
||||
private String language = "zh";
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 获取一个词语(根据语言和字符长度查询)
|
||||
* @param wordParam
|
||||
* @return
|
||||
*/
|
||||
public String getOneWord(WordParam wordParam) {
|
||||
|
||||
List<String> zh = Arrays.asList("大香蕉", "哈密瓜", "苹果");
|
||||
List<String> en = Arrays.asList("apple", "banana", "cantaloupe");
|
||||
if (wordParam.getLanguage().equals("zh")) {
|
||||
for (String e : zh) {
|
||||
if (e.length() == wordParam.getWordLength()) {
|
||||
return e;
|
||||
}
|
||||
}
|
||||
}
|
||||
if (wordParam.getLanguage().equals("en")) {
|
||||
for (String e : en) {
|
||||
if (e.length() == wordParam.getWordLength()) {
|
||||
return e;
|
||||
}
|
||||
}
|
||||
}
|
||||
return "西瓜";
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,24 @@
|
||||
package org.ruoyi.common.chat.demo;
|
||||
|
||||
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
|
||||
public class WeatherPlugin extends PluginAbstract<WeatherReq, WeatherResp> {
|
||||
|
||||
public WeatherPlugin(Class<?> r) {
|
||||
super(r);
|
||||
}
|
||||
|
||||
@Override
|
||||
public WeatherResp func(WeatherReq args) {
|
||||
WeatherResp weatherResp = new WeatherResp();
|
||||
weatherResp.setTemp("25到28摄氏度");
|
||||
weatherResp.setLevel(3);
|
||||
return weatherResp;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String content(WeatherResp weatherResp) {
|
||||
return "当前天气温度:" + weatherResp.getTemp() + ",风力等级:" + weatherResp.getLevel();
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,13 @@
|
||||
package org.ruoyi.common.chat.demo;
|
||||
|
||||
|
||||
import lombok.Data;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginParam;
|
||||
|
||||
@Data
|
||||
public class WeatherReq extends PluginParam {
|
||||
/**
|
||||
* 城市
|
||||
*/
|
||||
private String location;
|
||||
}
|
||||
@@ -0,0 +1,15 @@
|
||||
package org.ruoyi.common.chat.demo;
|
||||
|
||||
import lombok.Data;
|
||||
|
||||
@Data
|
||||
public class WeatherResp {
|
||||
/**
|
||||
* 温度
|
||||
*/
|
||||
private String temp;
|
||||
/**
|
||||
* 风力等级
|
||||
*/
|
||||
private Integer level;
|
||||
}
|
||||
@@ -0,0 +1,122 @@
|
||||
package org.ruoyi.common.chat.demo.zhipu;
|
||||
|
||||
import com.fasterxml.jackson.core.JsonProcessingException;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
import java.util.concurrent.TimeUnit;
|
||||
import java.util.concurrent.atomic.AtomicBoolean;
|
||||
import java.util.concurrent.atomic.AtomicReference;
|
||||
|
||||
import com.fasterxml.jackson.databind.node.ObjectNode;
|
||||
import com.zhipu.oapi.ClientV4;
|
||||
import com.zhipu.oapi.Constants;
|
||||
import com.zhipu.oapi.service.v4.deserialize.MessageDeserializeFactory;
|
||||
import com.zhipu.oapi.service.v4.model.*;
|
||||
import io.reactivex.Flowable;
|
||||
import org.junit.Test;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
|
||||
public class AllToolsTest {
|
||||
|
||||
private final static Logger logger = LoggerFactory.getLogger(AllToolsTest.class);
|
||||
private static final String API_SECRET_KEY = "28550a39d4cfaabbbf38df04dd3931f5.IUvfTThUf0xBF5l0";
|
||||
|
||||
private static final ClientV4 client = new ClientV4.Builder(API_SECRET_KEY)
|
||||
.networkConfig(300, 100, 100, 100, TimeUnit.SECONDS)
|
||||
.connectionPool(new okhttp3.ConnectionPool(8, 1, TimeUnit.SECONDS))
|
||||
.build();
|
||||
private static final ObjectMapper mapper = MessageDeserializeFactory.defaultObjectMapper();
|
||||
// 请自定义自己的业务id
|
||||
private static final String requestIdTemplate = "mycompany-%d";
|
||||
|
||||
|
||||
@Test
|
||||
public void test1() throws JsonProcessingException {
|
||||
|
||||
|
||||
List<ChatMessage> messages = new ArrayList<>();
|
||||
ChatMessage chatMessage = new ChatMessage(ChatMessageRole.USER.value(), "帮我查询北京天气");
|
||||
messages.add(chatMessage);
|
||||
String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
|
||||
// 函数调用参数构建部分
|
||||
List<ChatTool> chatToolList = new ArrayList<>();
|
||||
ChatTool chatTool = new ChatTool();
|
||||
|
||||
chatTool.setType("code_interpreter");
|
||||
ObjectNode objectNode = mapper.createObjectNode();
|
||||
objectNode.put("code", "北京天气");
|
||||
// chatTool.set(chatFunction);
|
||||
chatToolList.add(chatTool);
|
||||
|
||||
|
||||
ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
|
||||
.model("glm-4-alltools")
|
||||
.stream(Boolean.TRUE)
|
||||
.invokeMethod(Constants.invokeMethod)
|
||||
.messages(messages)
|
||||
.tools(chatToolList)
|
||||
.toolChoice("auto")
|
||||
.requestId(requestId)
|
||||
.build();
|
||||
ModelApiResponse sseModelApiResp = client.invokeModelApi(chatCompletionRequest);
|
||||
if (sseModelApiResp.isSuccess()) {
|
||||
AtomicBoolean isFirst = new AtomicBoolean(true);
|
||||
List<Choice> choices = new ArrayList<>();
|
||||
AtomicReference<ChatMessageAccumulator> lastAccumulator = new AtomicReference<>();
|
||||
|
||||
mapStreamToAccumulator(sseModelApiResp.getFlowable())
|
||||
.doOnNext(accumulator -> {
|
||||
{
|
||||
if (isFirst.getAndSet(false)) {
|
||||
logger.info("Response: ");
|
||||
}
|
||||
if (accumulator.getDelta() != null && accumulator.getDelta().getTool_calls() != null) {
|
||||
String jsonString = mapper.writeValueAsString(accumulator.getDelta().getTool_calls());
|
||||
logger.info("tool_calls: {}", jsonString);
|
||||
}
|
||||
if (accumulator.getDelta() != null && accumulator.getDelta().getContent() != null) {
|
||||
logger.info(accumulator.getDelta().getContent());
|
||||
}
|
||||
choices.add(accumulator.getChoice());
|
||||
lastAccumulator.set(accumulator);
|
||||
|
||||
}
|
||||
})
|
||||
.doOnComplete(() -> System.out.println("Stream completed."))
|
||||
.doOnError(throwable -> System.err.println("Error: " + throwable)) // Handle errors
|
||||
.blockingSubscribe();// Use blockingSubscribe instead of blockingGet()
|
||||
|
||||
ChatMessageAccumulator chatMessageAccumulator = lastAccumulator.get();
|
||||
ModelData data = new ModelData();
|
||||
data.setChoices(choices);
|
||||
if (chatMessageAccumulator != null) {
|
||||
data.setUsage(chatMessageAccumulator.getUsage());
|
||||
data.setId(chatMessageAccumulator.getId());
|
||||
data.setCreated(chatMessageAccumulator.getCreated());
|
||||
}
|
||||
data.setRequestId(chatCompletionRequest.getRequestId());
|
||||
sseModelApiResp.setFlowable(null);// 打印前置空
|
||||
sseModelApiResp.setData(data);
|
||||
}
|
||||
logger.info("model output: {}", mapper.writeValueAsString(sseModelApiResp));
|
||||
client.getConfig().getHttpClient().dispatcher().executorService().shutdown();
|
||||
|
||||
client.getConfig().getHttpClient().connectionPool().evictAll();
|
||||
// List all active threads
|
||||
for (Thread t : Thread.getAllStackTraces().keySet()) {
|
||||
logger.info("Thread: " + t.getName() + " State: " + t.getState());
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
|
||||
public static Flowable<ChatMessageAccumulator> mapStreamToAccumulator(Flowable<ModelData> flowable) {
|
||||
return flowable.map(chunk -> {
|
||||
return new ChatMessageAccumulator(chunk.getChoices().get(0).getDelta(), null, chunk.getChoices().get(0), chunk.getUsage(), chunk.getCreated(), chunk.getId());
|
||||
});
|
||||
}
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,246 @@
|
||||
package org.ruoyi.common.chat.demo.zhipu;
|
||||
|
||||
import com.fasterxml.jackson.core.JsonProcessingException;
|
||||
import com.fasterxml.jackson.core.type.TypeReference;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import com.zhipu.oapi.ClientV4;
|
||||
import com.zhipu.oapi.Constants;
|
||||
import com.zhipu.oapi.service.v4.tools.*;
|
||||
import org.junit.Test;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
import java.util.ArrayList;
|
||||
import java.util.List;
|
||||
import java.util.concurrent.TimeUnit;
|
||||
import java.util.concurrent.atomic.AtomicBoolean;
|
||||
import java.util.concurrent.atomic.AtomicReference;
|
||||
|
||||
|
||||
|
||||
import com.fasterxml.jackson.annotation.JsonInclude;
|
||||
import com.fasterxml.jackson.core.JsonProcessingException;
|
||||
import com.fasterxml.jackson.databind.DeserializationFeature;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import com.fasterxml.jackson.databind.PropertyNamingStrategy;
|
||||
import com.zhipu.oapi.core.response.HttpxBinaryResponseContent;
|
||||
import com.zhipu.oapi.service.v4.batchs.BatchCreateParams;
|
||||
import com.zhipu.oapi.service.v4.batchs.BatchResponse;
|
||||
import com.zhipu.oapi.service.v4.batchs.QueryBatchResponse;
|
||||
import com.zhipu.oapi.service.v4.embedding.EmbeddingApiResponse;
|
||||
import com.zhipu.oapi.service.v4.embedding.EmbeddingRequest;
|
||||
import com.zhipu.oapi.service.v4.file.*;
|
||||
import com.zhipu.oapi.service.v4.fine_turning.*;
|
||||
import com.zhipu.oapi.service.v4.image.CreateImageRequest;
|
||||
import com.zhipu.oapi.service.v4.image.ImageApiResponse;
|
||||
import com.zhipu.oapi.service.v4.model.*;
|
||||
import io.reactivex.Flowable;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.util.ArrayList;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.concurrent.TimeUnit;
|
||||
import java.util.concurrent.atomic.AtomicBoolean;
|
||||
|
||||
|
||||
public class WebSearchToolsTest {
|
||||
|
||||
private final static Logger logger = LoggerFactory.getLogger(WebSearchToolsTest.class);
|
||||
private static final String API_SECRET_KEY = "xx";
|
||||
|
||||
private static final ClientV4 client = new ClientV4.Builder(API_SECRET_KEY)
|
||||
.networkConfig(300, 100, 100, 100, TimeUnit.SECONDS)
|
||||
.connectionPool(new okhttp3.ConnectionPool(8, 1, TimeUnit.SECONDS))
|
||||
.build();
|
||||
private static final ObjectMapper mapper = new ObjectMapper();
|
||||
// 请自定义自己的业务id
|
||||
private static final String requestIdTemplate = "mycompany-%d";
|
||||
|
||||
|
||||
@Test
|
||||
public void test1() throws JsonProcessingException {
|
||||
|
||||
// json 转换 ArrayList<SearchChatMessage>
|
||||
String jsonString = "[\n" +
|
||||
" {\n" +
|
||||
" \"content\": \"今天武汉天气怎么样\",\n" +
|
||||
" \"role\": \"user\"\n" +
|
||||
" }\n" +
|
||||
" ]";
|
||||
|
||||
ArrayList<SearchChatMessage> messages = new ObjectMapper().readValue(jsonString, new TypeReference<ArrayList<SearchChatMessage>>() {
|
||||
});
|
||||
|
||||
|
||||
String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
|
||||
WebSearchParamsRequest chatCompletionRequest = WebSearchParamsRequest.builder()
|
||||
.model("web-search-pro")
|
||||
.stream(Boolean.TRUE)
|
||||
.messages(messages)
|
||||
.requestId(requestId)
|
||||
.build();
|
||||
WebSearchApiResponse webSearchApiResponse = client.webSearchProStreamingInvoke(chatCompletionRequest);
|
||||
if (webSearchApiResponse.isSuccess()) {
|
||||
AtomicBoolean isFirst = new AtomicBoolean(true);
|
||||
List<ChoiceDelta> choices = new ArrayList<>();
|
||||
AtomicReference<WebSearchPro> lastAccumulator = new AtomicReference<>();
|
||||
|
||||
webSearchApiResponse.getFlowable().map(result -> result)
|
||||
.doOnNext(accumulator -> {
|
||||
{
|
||||
if (isFirst.getAndSet(false)) {
|
||||
logger.info("Response: ");
|
||||
}
|
||||
ChoiceDelta delta = accumulator.getChoices().get(0).getDelta();
|
||||
if (delta != null && delta.getToolCalls() != null) {
|
||||
logger.info("tool_calls: {}", mapper.writeValueAsString(delta.getToolCalls()));
|
||||
}
|
||||
choices.add(delta);
|
||||
lastAccumulator.set(accumulator);
|
||||
|
||||
}
|
||||
})
|
||||
.doOnComplete(() -> System.out.println("Stream completed."))
|
||||
.doOnError(throwable -> System.err.println("Error: " + throwable)) // Handle errors
|
||||
.blockingSubscribe();// Use blockingSubscribe instead of blockingGet()
|
||||
|
||||
WebSearchPro chatMessageAccumulator = lastAccumulator.get();
|
||||
|
||||
webSearchApiResponse.setFlowable(null);// 打印前置空
|
||||
webSearchApiResponse.setData(chatMessageAccumulator);
|
||||
}
|
||||
logger.info("model output: {}", mapper.writeValueAsString(webSearchApiResponse));
|
||||
client.getConfig().getHttpClient().dispatcher().executorService().shutdown();
|
||||
|
||||
client.getConfig().getHttpClient().connectionPool().evictAll();
|
||||
// List all active threads
|
||||
for (Thread t : Thread.getAllStackTraces().keySet()) {
|
||||
logger.info("Thread: " + t.getName() + " State: " + t.getState());
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
|
||||
@Test
|
||||
public void test2() throws JsonProcessingException {
|
||||
|
||||
// json 转换 ArrayList<SearchChatMessage>
|
||||
String jsonString = "[\n" +
|
||||
" {\n" +
|
||||
" \"content\": \"今天天气怎么样\",\n" +
|
||||
" \"role\": \"user\"\n" +
|
||||
" }\n" +
|
||||
" ]";
|
||||
|
||||
ArrayList<SearchChatMessage> messages = new ObjectMapper().readValue(jsonString, new TypeReference<ArrayList<SearchChatMessage>>() {
|
||||
});
|
||||
|
||||
|
||||
String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
|
||||
WebSearchParamsRequest chatCompletionRequest = WebSearchParamsRequest.builder()
|
||||
.model("web-search-pro")
|
||||
.stream(Boolean.FALSE)
|
||||
.messages(messages)
|
||||
.requestId(requestId)
|
||||
.build();
|
||||
WebSearchApiResponse webSearchApiResponse = client.invokeWebSearchPro(chatCompletionRequest);
|
||||
|
||||
logger.info("model output: {}", mapper.writeValueAsString(webSearchApiResponse));
|
||||
|
||||
}
|
||||
|
||||
|
||||
@Test
|
||||
public void testFunctionSSE() throws JsonProcessingException {
|
||||
List<ChatMessage> messages = new ArrayList<>();
|
||||
ChatMessage chatMessage = new ChatMessage(ChatMessageRole.USER.value(), "成都到北京要多久,天气如何");
|
||||
messages.add(chatMessage);
|
||||
String requestId = String.format(requestIdTemplate, System.currentTimeMillis());
|
||||
// 函数调用参数构建部分
|
||||
List<ChatTool> chatToolList = new ArrayList<>();
|
||||
ChatTool chatTool = new ChatTool();
|
||||
|
||||
chatTool.setType(ChatToolType.FUNCTION.value());
|
||||
ChatFunctionParameters chatFunctionParameters = new ChatFunctionParameters();
|
||||
chatFunctionParameters.setType("object");
|
||||
Map<String, Object> properties = new HashMap<>();
|
||||
properties.put("location", new HashMap<String, Object>() {{
|
||||
put("type", "string");
|
||||
put("description", "城市,如:北京");
|
||||
}});
|
||||
properties.put("unit", new HashMap<String, Object>() {{
|
||||
put("type", "string");
|
||||
put("enum", new ArrayList<String>() {{
|
||||
add("celsius");
|
||||
add("fahrenheit");
|
||||
}});
|
||||
}});
|
||||
chatFunctionParameters.setProperties(properties);
|
||||
ChatFunction chatFunction = ChatFunction.builder()
|
||||
.name("get_weather")
|
||||
.description("Get the current weather of a location")
|
||||
.parameters(chatFunctionParameters)
|
||||
.build();
|
||||
chatTool.setFunction(chatFunction);
|
||||
chatToolList.add(chatTool);
|
||||
HashMap<String, Object> extraJson = new HashMap<>();
|
||||
extraJson.put("temperature", 0.5);
|
||||
extraJson.put("max_tokens", 50);
|
||||
|
||||
ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
|
||||
.model(Constants.ModelChatGLM4)
|
||||
.stream(Boolean.TRUE)
|
||||
.messages(messages)
|
||||
.requestId(requestId)
|
||||
.tools(chatToolList)
|
||||
.toolChoice("auto")
|
||||
.extraJson(extraJson)
|
||||
.build();
|
||||
ModelApiResponse sseModelApiResp = client.invokeModelApi(chatCompletionRequest);
|
||||
if (sseModelApiResp.isSuccess()) {
|
||||
AtomicBoolean isFirst = new AtomicBoolean(true);
|
||||
List<Choice> choices = new ArrayList<>();
|
||||
ChatMessageAccumulator chatMessageAccumulator = mapStreamToAccumulator(sseModelApiResp.getFlowable())
|
||||
.doOnNext(accumulator -> {
|
||||
{
|
||||
if (isFirst.getAndSet(false)) {
|
||||
logger.info("Response: ");
|
||||
}
|
||||
if (accumulator.getDelta() != null && accumulator.getDelta().getTool_calls() != null) {
|
||||
String jsonString = mapper.writeValueAsString(accumulator.getDelta().getTool_calls());
|
||||
logger.info("tool_calls: {}", jsonString);
|
||||
}
|
||||
if (accumulator.getDelta() != null && accumulator.getDelta().getContent() != null) {
|
||||
logger.info(accumulator.getDelta().getContent());
|
||||
}
|
||||
choices.add(accumulator.getChoice());
|
||||
}
|
||||
})
|
||||
.doOnComplete(System.out::println)
|
||||
.lastElement()
|
||||
.blockingGet();
|
||||
|
||||
|
||||
ModelData data = new ModelData();
|
||||
data.setChoices(choices);
|
||||
data.setUsage(chatMessageAccumulator.getUsage());
|
||||
data.setId(chatMessageAccumulator.getId());
|
||||
data.setCreated(chatMessageAccumulator.getCreated());
|
||||
data.setRequestId(chatCompletionRequest.getRequestId());
|
||||
sseModelApiResp.setFlowable(null);// 打印前置空
|
||||
sseModelApiResp.setData(data);
|
||||
}
|
||||
logger.info("model output: {}", mapper.writeValueAsString(sseModelApiResp));
|
||||
}
|
||||
|
||||
public static Flowable<ChatMessageAccumulator> mapStreamToAccumulator(Flowable<ModelData> flowable) {
|
||||
return flowable.map(chunk -> {
|
||||
return new ChatMessageAccumulator(chunk.getChoices().get(0).getDelta(), null, chunk.getChoices().get(0), chunk.getUsage(), chunk.getCreated(), chunk.getId());
|
||||
});
|
||||
}
|
||||
|
||||
}
|
||||
@@ -2,12 +2,11 @@ package org.ruoyi.common.chat.entity.chat;
|
||||
|
||||
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
|
||||
import com.fasterxml.jackson.annotation.JsonInclude;
|
||||
import com.fasterxml.jackson.annotation.JsonProperty;
|
||||
import lombok.AllArgsConstructor;
|
||||
import lombok.Data;
|
||||
import lombok.Getter;
|
||||
import org.ruoyi.common.chat.entity.chat.tool.ToolCalls;
|
||||
|
||||
import java.io.Serializable;
|
||||
import java.util.List;
|
||||
|
||||
/**
|
||||
* 描述:
|
||||
@@ -18,21 +17,10 @@ import java.io.Serializable;
|
||||
@Data
|
||||
@JsonInclude(JsonInclude.Include.NON_NULL)
|
||||
@JsonIgnoreProperties(ignoreUnknown = true)
|
||||
public class Message implements Serializable {
|
||||
|
||||
/**
|
||||
* 目前支持四个中角色参考官网,进行情景输入:
|
||||
* https://platform.openai.com/docs/guides/chat/introduction
|
||||
*/
|
||||
private String role;
|
||||
public class Message extends BaseMessage implements Serializable {
|
||||
|
||||
private Object content;
|
||||
|
||||
private String name;
|
||||
|
||||
@JsonProperty("function_call")
|
||||
private FunctionCall functionCall;
|
||||
|
||||
public static Builder builder() {
|
||||
return new Builder();
|
||||
}
|
||||
@@ -41,44 +29,37 @@ public class Message implements Serializable {
|
||||
* 构造函数
|
||||
*
|
||||
* @param role 角色
|
||||
* @param content 描述主题信息
|
||||
* @param name name
|
||||
* @param content content
|
||||
* @param functionCall functionCall
|
||||
*/
|
||||
public Message(String role, String content, String name, FunctionCall functionCall) {
|
||||
this.role = role;
|
||||
public Message(String role, String name, String content, List<ToolCalls> toolCalls, String toolCallId, FunctionCall functionCall) {
|
||||
this.content = content;
|
||||
this.name = name;
|
||||
this.functionCall = functionCall;
|
||||
super.setRole(role);
|
||||
super.setName(name);
|
||||
super.setToolCalls(toolCalls);
|
||||
super.setToolCallId(toolCallId);
|
||||
super.setFunctionCall(functionCall);
|
||||
}
|
||||
|
||||
public Message() {
|
||||
}
|
||||
|
||||
private Message(Builder builder) {
|
||||
setRole(builder.role);
|
||||
setContent(builder.content);
|
||||
setName(builder.name);
|
||||
setFunctionCall(builder.functionCall);
|
||||
}
|
||||
|
||||
|
||||
@Getter
|
||||
@AllArgsConstructor
|
||||
public enum Role {
|
||||
|
||||
SYSTEM("system"),
|
||||
USER("user"),
|
||||
ASSISTANT("assistant"),
|
||||
FUNCTION("function"),
|
||||
;
|
||||
private String name;
|
||||
super.setRole(builder.role);
|
||||
super.setName(builder.name);
|
||||
super.setFunctionCall(builder.functionCall);
|
||||
super.setToolCalls(builder.toolCalls);
|
||||
super.setToolCallId(builder.toolCallId);
|
||||
}
|
||||
|
||||
public static final class Builder {
|
||||
private String role;
|
||||
private String content;
|
||||
private String name;
|
||||
private String toolCallId;
|
||||
private List<ToolCalls> toolCalls;
|
||||
private FunctionCall functionCall;
|
||||
|
||||
public Builder() {
|
||||
@@ -109,6 +90,16 @@ public class Message implements Serializable {
|
||||
return this;
|
||||
}
|
||||
|
||||
public Builder toolCalls(List<ToolCalls> toolCalls) {
|
||||
this.toolCalls = toolCalls;
|
||||
return this;
|
||||
}
|
||||
|
||||
public Builder toolCallId(String toolCallId) {
|
||||
this.toolCallId = toolCallId;
|
||||
return this;
|
||||
}
|
||||
|
||||
public Message build() {
|
||||
return new Message(this);
|
||||
}
|
||||
|
||||
@@ -24,5 +24,6 @@ public class ResponseFormat {
|
||||
TEXT("text"),
|
||||
;
|
||||
private final String name;
|
||||
|
||||
}
|
||||
}
|
||||
|
||||
@@ -75,6 +75,8 @@ public class WebSocketEventListener extends EventSourceListener {
|
||||
return;
|
||||
}
|
||||
ResponseBody body = response.body();
|
||||
|
||||
|
||||
if (Objects.nonNull(body)) {
|
||||
// 返回非流式回复内容
|
||||
if(response.code() == OpenAIConst.SUCCEED_CODE){
|
||||
|
||||
@@ -2,6 +2,7 @@ package org.ruoyi.common.chat.openai;
|
||||
|
||||
import cn.hutool.core.collection.CollectionUtil;
|
||||
import cn.hutool.core.util.StrUtil;
|
||||
import cn.hutool.json.JSONUtil;
|
||||
import io.reactivex.Single;
|
||||
import lombok.Getter;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
@@ -12,9 +13,7 @@ import okhttp3.RequestBody;
|
||||
import org.ruoyi.common.chat.constant.OpenAIConst;
|
||||
import org.ruoyi.common.chat.entity.billing.BillingUsage;
|
||||
import org.ruoyi.common.chat.entity.billing.Subscription;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletion;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
|
||||
import org.ruoyi.common.chat.entity.chat.Message;
|
||||
import org.ruoyi.common.chat.entity.chat.*;
|
||||
import org.ruoyi.common.chat.entity.common.DeleteResponse;
|
||||
import org.ruoyi.common.chat.entity.common.OpenAiResponse;
|
||||
import org.ruoyi.common.chat.entity.completions.Completion;
|
||||
@@ -43,6 +42,8 @@ import org.ruoyi.common.chat.openai.function.KeyStrategyFunction;
|
||||
import org.ruoyi.common.chat.openai.interceptor.DefaultOpenAiAuthInterceptor;
|
||||
import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
|
||||
import org.ruoyi.common.chat.openai.interceptor.OpenAiAuthInterceptor;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginParam;
|
||||
import org.ruoyi.common.core.exception.base.BaseException;
|
||||
import org.jetbrains.annotations.NotNull;
|
||||
import retrofit2.Retrofit;
|
||||
@@ -696,6 +697,90 @@ public class OpenAiClient {
|
||||
return whisperResponse.blockingGet();
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param chatCompletion 参数
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
* @return ChatCompletionResponse
|
||||
*/
|
||||
public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(ChatCompletion chatCompletion, PluginAbstract<R, T> plugin) {
|
||||
if (Objects.isNull(plugin)) {
|
||||
return this.chatCompletion(chatCompletion);
|
||||
}
|
||||
if (CollectionUtil.isEmpty(chatCompletion.getMessages())) {
|
||||
throw new BaseException(CommonError.MESSAGE_NOT_NUL.msg());
|
||||
}
|
||||
List<Message> messages = chatCompletion.getMessages();
|
||||
Functions functions = Functions.builder()
|
||||
.name(plugin.getFunction())
|
||||
.description(plugin.getDescription())
|
||||
.parameters(plugin.getParameters())
|
||||
.build();
|
||||
//没有值,设置默认值
|
||||
if (Objects.isNull(chatCompletion.getFunctionCall())) {
|
||||
chatCompletion.setFunctionCall("auto");
|
||||
}
|
||||
//tip: 覆盖自己设置的functions参数,使用plugin构造的functions
|
||||
chatCompletion.setFunctions(Collections.singletonList(functions));
|
||||
//调用OpenAi
|
||||
ChatCompletionResponse functionCallChatCompletionResponse = this.chatCompletion(chatCompletion);
|
||||
ChatChoice chatChoice = functionCallChatCompletionResponse.getChoices().get(0);
|
||||
log.debug("构造的方法值:{}", chatChoice.getMessage().getFunctionCall());
|
||||
|
||||
R realFunctionParam = (R) JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), plugin.getR());
|
||||
T tq = plugin.func(realFunctionParam);
|
||||
|
||||
FunctionCall functionCall = FunctionCall.builder()
|
||||
.arguments(chatChoice.getMessage().getFunctionCall().getArguments())
|
||||
.name(plugin.getFunction())
|
||||
.build();
|
||||
messages.add(Message.builder().role(Message.Role.ASSISTANT).content("function_call").functionCall(functionCall).build());
|
||||
messages.add(Message.builder().role(Message.Role.FUNCTION).name(plugin.getFunction()).content(plugin.content(tq)).build());
|
||||
//设置第二次,请求的参数
|
||||
chatCompletion.setFunctionCall(null);
|
||||
chatCompletion.setFunctions(null);
|
||||
|
||||
ChatCompletionResponse chatCompletionResponse = this.chatCompletion(chatCompletion);
|
||||
log.debug("自定义的方法返回值:{}", chatCompletionResponse.getChoices());
|
||||
return chatCompletionResponse;
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param messages 问答参数
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
* @return ChatCompletionResponse
|
||||
*/
|
||||
public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, PluginAbstract<R, T> plugin) {
|
||||
return chatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName(), plugin);
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
*
|
||||
* @param messages 问答参数
|
||||
* @param model 模型
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
* @return ChatCompletionResponse
|
||||
*/
|
||||
public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, String model, PluginAbstract<R, T> plugin) {
|
||||
ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(model).build();
|
||||
return this.chatCompletionWithPlugin(chatCompletion, plugin);
|
||||
}
|
||||
|
||||
/**
|
||||
* 简易版 语音翻译:目前仅支持翻译为英文
|
||||
*
|
||||
|
||||
@@ -3,6 +3,7 @@ package org.ruoyi.common.chat.openai;
|
||||
import cn.hutool.core.collection.CollectionUtil;
|
||||
import cn.hutool.core.util.StrUtil;
|
||||
import cn.hutool.http.ContentType;
|
||||
import cn.hutool.json.JSONUtil;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import io.reactivex.Single;
|
||||
import lombok.Getter;
|
||||
@@ -17,10 +18,7 @@ import org.ruoyi.common.chat.entity.Tts.TextToSpeech;
|
||||
import org.ruoyi.common.chat.entity.billing.BillingUsage;
|
||||
import org.ruoyi.common.chat.entity.billing.KeyInfo;
|
||||
import org.ruoyi.common.chat.entity.billing.Subscription;
|
||||
import org.ruoyi.common.chat.entity.chat.BaseChatCompletion;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletion;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletionWithPicture;
|
||||
import org.ruoyi.common.chat.entity.chat.*;
|
||||
import org.ruoyi.common.chat.entity.embeddings.Embedding;
|
||||
import org.ruoyi.common.chat.entity.embeddings.EmbeddingResponse;
|
||||
import org.ruoyi.common.chat.entity.files.UploadFileResponse;
|
||||
@@ -29,6 +27,7 @@ import org.ruoyi.common.chat.entity.images.ImageResponse;
|
||||
import org.ruoyi.common.chat.entity.models.Model;
|
||||
import org.ruoyi.common.chat.entity.models.ModelResponse;
|
||||
import org.ruoyi.common.chat.entity.whisper.Transcriptions;
|
||||
import org.ruoyi.common.chat.entity.whisper.Translations;
|
||||
import org.ruoyi.common.chat.entity.whisper.WhisperResponse;
|
||||
import org.ruoyi.common.chat.openai.exception.CommonError;
|
||||
import org.ruoyi.common.chat.openai.function.KeyRandomStrategy;
|
||||
@@ -36,6 +35,10 @@ import org.ruoyi.common.chat.openai.function.KeyStrategyFunction;
|
||||
import org.ruoyi.common.chat.openai.interceptor.DefaultOpenAiAuthInterceptor;
|
||||
import org.ruoyi.common.chat.openai.interceptor.DynamicKeyOpenAiAuthInterceptor;
|
||||
import org.ruoyi.common.chat.openai.interceptor.OpenAiAuthInterceptor;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginParam;
|
||||
import org.ruoyi.common.chat.sse.DefaultPluginListener;
|
||||
import org.ruoyi.common.chat.sse.PluginListener;
|
||||
import org.ruoyi.common.core.exception.base.BaseException;
|
||||
import org.jetbrains.annotations.NotNull;
|
||||
import retrofit2.Call;
|
||||
@@ -186,6 +189,93 @@ public class OpenAiStreamClient {
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param chatCompletion 参数
|
||||
* @param eventSourceListener sse监听器
|
||||
* @param pluginEventSourceListener 插件sse监听器,收集function call返回信息
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
*/
|
||||
public <R extends PluginParam, T> void streamChatCompletionWithPlugin(ChatCompletion chatCompletion, EventSourceListener eventSourceListener, PluginListener pluginEventSourceListener, PluginAbstract<R, T> plugin) {
|
||||
if (Objects.isNull(plugin)) {
|
||||
this.streamChatCompletion(chatCompletion, eventSourceListener);
|
||||
return;
|
||||
}
|
||||
if (CollectionUtil.isEmpty(chatCompletion.getMessages())) {
|
||||
throw new BaseException(CommonError.MESSAGE_NOT_NUL.msg());
|
||||
}
|
||||
Functions functions = Functions.builder()
|
||||
.name(plugin.getFunction())
|
||||
.description(plugin.getDescription())
|
||||
.parameters(plugin.getParameters())
|
||||
.build();
|
||||
//没有值,设置默认值
|
||||
if (Objects.isNull(chatCompletion.getFunctionCall())) {
|
||||
chatCompletion.setFunctionCall("auto");
|
||||
}
|
||||
//tip: 覆盖自己设置的functions参数,使用plugin构造的functions
|
||||
chatCompletion.setFunctions(Collections.singletonList(functions));
|
||||
//调用OpenAi
|
||||
if (Objects.isNull(pluginEventSourceListener)) {
|
||||
pluginEventSourceListener = new DefaultPluginListener(this, eventSourceListener, plugin, chatCompletion);
|
||||
}
|
||||
this.streamChatCompletion(chatCompletion, pluginEventSourceListener);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param chatCompletion 参数
|
||||
* @param eventSourceListener sse监听器
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
*/
|
||||
public <R extends PluginParam, T> void streamChatCompletionWithPlugin(ChatCompletion chatCompletion, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin) {
|
||||
PluginListener pluginEventSourceListener = new DefaultPluginListener(this, eventSourceListener, plugin, chatCompletion);
|
||||
this.streamChatCompletionWithPlugin(chatCompletion, eventSourceListener, pluginEventSourceListener, plugin);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param messages 问答参数
|
||||
* @param eventSourceListener sse监听器
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
*/
|
||||
public <R extends PluginParam, T> void streamChatCompletionWithPlugin(List<Message> messages, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin) {
|
||||
this.streamChatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName(), eventSourceListener, plugin);
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
*
|
||||
* @param messages 问答参数
|
||||
* @param model 模型
|
||||
* @param eventSourceListener eventSourceListener
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
*/
|
||||
public <R extends PluginParam, T> void streamChatCompletionWithPlugin(List<Message> messages, String model, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin) {
|
||||
ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(model).build();
|
||||
this.streamChatCompletionWithPlugin(chatCompletion, eventSourceListener, plugin);
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* 根据描述生成图片
|
||||
@@ -418,6 +508,95 @@ public class OpenAiStreamClient {
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param chatCompletion 参数
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
* @return ChatCompletionResponse
|
||||
*/
|
||||
public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(ChatCompletion chatCompletion, PluginAbstract<R, T> plugin) {
|
||||
if (Objects.isNull(plugin)) {
|
||||
return this.chatCompletion(chatCompletion);
|
||||
}
|
||||
if (CollectionUtil.isEmpty(chatCompletion.getMessages())) {
|
||||
throw new BaseException(CommonError.MESSAGE_NOT_NUL.msg());
|
||||
}
|
||||
List<Message> messages = chatCompletion.getMessages();
|
||||
Functions functions = Functions.builder()
|
||||
.name(plugin.getFunction())
|
||||
.description(plugin.getDescription())
|
||||
.parameters(plugin.getParameters())
|
||||
.build();
|
||||
//没有值,设置默认值
|
||||
if (Objects.isNull(chatCompletion.getFunctionCall())) {
|
||||
chatCompletion.setFunctionCall("auto");
|
||||
}
|
||||
//tip: 覆盖自己设置的functions参数,使用plugin构造的functions
|
||||
chatCompletion.setFunctions(Collections.singletonList(functions));
|
||||
//调用OpenAi
|
||||
ChatCompletionResponse functionCallChatCompletionResponse = this.chatCompletion(chatCompletion);
|
||||
ChatChoice chatChoice = functionCallChatCompletionResponse.getChoices().get(0);
|
||||
log.debug("构造的方法值:{}", chatChoice.getMessage().getFunctionCall());
|
||||
|
||||
R realFunctionParam = (R) JSONUtil.toBean(chatChoice.getMessage().getFunctionCall().getArguments(), plugin.getR());
|
||||
T tq = plugin.func(realFunctionParam);
|
||||
|
||||
FunctionCall functionCall = FunctionCall.builder()
|
||||
.arguments(chatChoice.getMessage().getFunctionCall().getArguments())
|
||||
.name(plugin.getFunction())
|
||||
.build();
|
||||
messages.add(Message.builder().role(Message.Role.ASSISTANT).content("function_call").functionCall(functionCall).build());
|
||||
messages.add(Message.builder().role(Message.Role.FUNCTION).name(plugin.getFunction()).content(plugin.content(tq)).build());
|
||||
//设置第二次,请求的参数
|
||||
chatCompletion.setFunctionCall(null);
|
||||
chatCompletion.setFunctions(null);
|
||||
|
||||
ChatCompletionResponse chatCompletionResponse = this.chatCompletion(chatCompletion);
|
||||
log.debug("自定义的方法返回值:{}", chatCompletionResponse.getChoices());
|
||||
return chatCompletionResponse;
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
* 默认模型:ChatCompletion.Model.GPT_3_5_TURBO_16K_0613
|
||||
*
|
||||
* @param messages 问答参数
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
* @return ChatCompletionResponse
|
||||
*/
|
||||
public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, PluginAbstract<R, T> plugin) {
|
||||
return chatCompletionWithPlugin(messages, ChatCompletion.Model.GPT_3_5_TURBO_16K_0613.getName(), plugin);
|
||||
}
|
||||
|
||||
/**
|
||||
* 插件问答简易版
|
||||
* 默认取messages最后一个元素构建插件对话
|
||||
*
|
||||
* @param messages 问答参数
|
||||
* @param model 模型
|
||||
* @param plugin 插件
|
||||
* @param <R> 插件自定义函数的请求值
|
||||
* @param <T> 插件自定义函数的返回值
|
||||
* @return ChatCompletionResponse
|
||||
*/
|
||||
public <R extends PluginParam, T> ChatCompletionResponse chatCompletionWithPlugin(List<Message> messages, String model, PluginAbstract<R, T> plugin) {
|
||||
ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(model).build();
|
||||
return this.chatCompletionWithPlugin(chatCompletion, plugin);
|
||||
}
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
/**
|
||||
* 构造
|
||||
|
||||
@@ -7,6 +7,7 @@ package org.ruoyi.common.chat.openai.exception;
|
||||
* 2023-02-11
|
||||
*/
|
||||
public enum CommonError implements IError {
|
||||
MESSAGE_NOT_NUL(500, "Message 不能为空"),
|
||||
API_KEYS_NOT_NUL(500, "API KEYS 不能为空"),
|
||||
NO_ACTIVE_API_KEYS(500, "没有可用的API KEYS"),
|
||||
SYS_ERROR(500, "系统繁忙"),
|
||||
@@ -19,8 +20,8 @@ public enum CommonError implements IError {
|
||||
;
|
||||
|
||||
|
||||
private int code;
|
||||
private String msg;
|
||||
private final int code;
|
||||
private final String msg;
|
||||
|
||||
CommonError(int code, String msg) {
|
||||
this.code = code;
|
||||
|
||||
@@ -0,0 +1,88 @@
|
||||
package org.ruoyi.common.chat.openai.plugin;
|
||||
|
||||
import cn.hutool.core.collection.CollectionUtil;
|
||||
import cn.hutool.json.JSONObject;
|
||||
import com.fasterxml.jackson.annotation.JsonIgnore;
|
||||
import com.fasterxml.jackson.annotation.JsonProperty;
|
||||
import lombok.AllArgsConstructor;
|
||||
import lombok.Data;
|
||||
import org.ruoyi.common.chat.entity.chat.Parameters;
|
||||
|
||||
import java.util.List;
|
||||
import java.util.stream.Collectors;
|
||||
|
||||
@Data
|
||||
@AllArgsConstructor
|
||||
public abstract class PluginAbstract<R extends PluginParam, T> {
|
||||
|
||||
private Class<?> R;
|
||||
|
||||
private String name;
|
||||
|
||||
private String function;
|
||||
|
||||
private String description;
|
||||
|
||||
private List<Arg> args;
|
||||
|
||||
private List<String> required;
|
||||
|
||||
private Parameters parameters;
|
||||
|
||||
public PluginAbstract(Class<?> r) {
|
||||
R = r;
|
||||
}
|
||||
|
||||
public void setRequired(List<String> required) {
|
||||
if (CollectionUtil.isEmpty(required)) {
|
||||
this.required = this.getArgs().stream().filter(e -> e.isRequired()).map(Arg::getName).collect(Collectors.toList());
|
||||
return;
|
||||
}
|
||||
this.required = required;
|
||||
}
|
||||
|
||||
private void setRequired() {
|
||||
if (CollectionUtil.isEmpty(required)) {
|
||||
this.required = this.getArgs().stream().filter(e -> e.isRequired()).map(Arg::getName).collect(Collectors.toList());
|
||||
}
|
||||
}
|
||||
|
||||
private void setParameters() {
|
||||
JSONObject properties = new JSONObject();
|
||||
args.forEach(e -> {
|
||||
JSONObject param = new JSONObject();
|
||||
param.putOpt("type", e.getType());
|
||||
param.putOpt("enum", e.getEnumDictValue());
|
||||
param.putOpt("description", e.getDescription());
|
||||
properties.putOpt(e.getName(), param);
|
||||
});
|
||||
this.parameters = Parameters.builder()
|
||||
.type("object")
|
||||
.properties(properties)
|
||||
.required(this.getRequired())
|
||||
.build();
|
||||
}
|
||||
|
||||
public void setArgs(List<Arg> args) {
|
||||
this.args = args;
|
||||
setRequired();
|
||||
setParameters();
|
||||
}
|
||||
|
||||
@Data
|
||||
public static class Arg {
|
||||
private String name;
|
||||
private String type;
|
||||
private String description;
|
||||
@JsonIgnore
|
||||
private boolean enumDict;
|
||||
@JsonProperty("enum")
|
||||
private List<String> enumDictValue;
|
||||
@JsonIgnore
|
||||
private boolean required;
|
||||
}
|
||||
|
||||
public abstract T func(R args);
|
||||
|
||||
public abstract String content(T t);
|
||||
}
|
||||
@@ -0,0 +1,7 @@
|
||||
package org.ruoyi.common.chat.openai.plugin;
|
||||
|
||||
import lombok.Data;
|
||||
|
||||
@Data
|
||||
public class PluginParam {
|
||||
}
|
||||
@@ -0,0 +1,36 @@
|
||||
package org.ruoyi.common.chat.plugin;
|
||||
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
|
||||
import java.io.IOException;
|
||||
|
||||
public class CmdPlugin extends PluginAbstract<CmdReq, CmdResp> {
|
||||
|
||||
public CmdPlugin(Class<?> r) {
|
||||
super(r);
|
||||
}
|
||||
|
||||
@Override
|
||||
public CmdResp func(CmdReq args) {
|
||||
try {
|
||||
if("计算器".equals(args.getCmd())){
|
||||
Runtime.getRuntime().exec("calc");
|
||||
}else if("记事本".equals(args.getCmd())){
|
||||
Runtime.getRuntime().exec("notepad");
|
||||
}else if("命令行".equals(args.getCmd())){
|
||||
String [] cmd={"cmd","/C","start copy exel exe2"};
|
||||
Runtime.getRuntime().exec(cmd);
|
||||
}
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException("指令执行失败");
|
||||
}
|
||||
CmdResp resp = new CmdResp();
|
||||
resp.setResult(args.getCmd()+"指令执行成功!");
|
||||
return resp;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String content(CmdResp resp) {
|
||||
return resp.getResult();
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,13 @@
|
||||
package org.ruoyi.common.chat.plugin;
|
||||
|
||||
|
||||
import lombok.Data;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginParam;
|
||||
|
||||
@Data
|
||||
public class CmdReq extends PluginParam {
|
||||
/**
|
||||
* 指令
|
||||
*/
|
||||
private String cmd;
|
||||
}
|
||||
@@ -0,0 +1,12 @@
|
||||
package org.ruoyi.common.chat.plugin;
|
||||
|
||||
import lombok.Data;
|
||||
|
||||
@Data
|
||||
public class CmdResp {
|
||||
|
||||
/**
|
||||
* 返回结果
|
||||
*/
|
||||
private String result;
|
||||
}
|
||||
@@ -0,0 +1,88 @@
|
||||
package org.ruoyi.common.chat.plugin;
|
||||
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
|
||||
import java.sql.*;
|
||||
|
||||
/**
|
||||
* @author ageer
|
||||
*/
|
||||
public class SqlPlugin extends PluginAbstract<SqlReq, SqlResp> {
|
||||
|
||||
public SqlPlugin(Class<?> r) {
|
||||
super(r);
|
||||
}
|
||||
|
||||
|
||||
|
||||
@Override
|
||||
public SqlResp func(SqlReq args) {
|
||||
SqlResp resp = new SqlResp();
|
||||
resp.setUserBalance(getBalance(args.getUsername()));
|
||||
return resp;
|
||||
}
|
||||
|
||||
@Override
|
||||
public String content(SqlResp resp) {
|
||||
return "用户余额:"+resp.getUserBalance();
|
||||
}
|
||||
|
||||
|
||||
public String getBalance(String userName) {
|
||||
// MySQL 8.0 以下版本 - JDBC 驱动名及数据库 URL
|
||||
String JDBC_DRIVER = "com.mysql.cj.jdbc.Driver";
|
||||
String DB_URL = "jdbc:mysql://43.139.70.230:3306/ry-vue";
|
||||
// 数据库的用户名与密码,需要根据自己的设置
|
||||
String USER = "ry-vue";
|
||||
String PASS = "BXZiGsY35K523Xfx";
|
||||
Connection conn = null;
|
||||
Statement stmt = null;
|
||||
String balance = "0.1";
|
||||
|
||||
try{
|
||||
// 注册 JDBC 驱动
|
||||
Class.forName(JDBC_DRIVER);
|
||||
|
||||
// 打开链接
|
||||
System.out.println("连接数据库...");
|
||||
conn = DriverManager.getConnection(DB_URL,USER,PASS);
|
||||
|
||||
// 执行查询
|
||||
System.out.println(" 实例化Statement对象...");
|
||||
stmt = conn.createStatement();
|
||||
String sql;
|
||||
sql = "SELECT user_balance FROM sys_user where user_name ='" + userName + "'";
|
||||
ResultSet rs = stmt.executeQuery(sql);
|
||||
// 展开结果集数据库
|
||||
while(rs.next()){
|
||||
// 通过字段检索
|
||||
balance = rs.getString("user_balance");
|
||||
// 输出数据
|
||||
System.out.print("余额: " + balance);
|
||||
System.out.print("\n");
|
||||
}
|
||||
// 完成后关闭
|
||||
rs.close();
|
||||
stmt.close();
|
||||
conn.close();
|
||||
}catch(SQLException se){
|
||||
// 处理 JDBC 错误
|
||||
se.printStackTrace();
|
||||
}catch(Exception e){
|
||||
// 处理 Class.forName 错误
|
||||
e.printStackTrace();
|
||||
}finally{
|
||||
// 关闭资源
|
||||
try{
|
||||
if(stmt!=null) stmt.close();
|
||||
}catch(SQLException se2){
|
||||
}// 什么都不做
|
||||
try{
|
||||
if(conn!=null) conn.close();
|
||||
}catch(SQLException se){
|
||||
se.printStackTrace();
|
||||
}
|
||||
}
|
||||
return balance;
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,13 @@
|
||||
package org.ruoyi.common.chat.plugin;
|
||||
|
||||
|
||||
import lombok.Data;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginParam;
|
||||
|
||||
@Data
|
||||
public class SqlReq extends PluginParam {
|
||||
/**
|
||||
* 用户名称
|
||||
*/
|
||||
private String username;
|
||||
}
|
||||
@@ -0,0 +1,12 @@
|
||||
package org.ruoyi.common.chat.plugin;
|
||||
|
||||
import lombok.Data;
|
||||
|
||||
@Data
|
||||
public class SqlResp {
|
||||
|
||||
/**
|
||||
* 用户余额
|
||||
*/
|
||||
private String userBalance;
|
||||
}
|
||||
@@ -0,0 +1,56 @@
|
||||
package org.ruoyi.common.chat.sse;
|
||||
|
||||
import lombok.SneakyThrows;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import okhttp3.Response;
|
||||
import okhttp3.ResponseBody;
|
||||
import okhttp3.sse.EventSource;
|
||||
import okhttp3.sse.EventSourceListener;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
/**
|
||||
* 描述: sse
|
||||
*
|
||||
* @author https:www.unfbx.com
|
||||
* 2023-02-28
|
||||
*/
|
||||
@Slf4j
|
||||
public class ConsoleEventSourceListener extends EventSourceListener {
|
||||
|
||||
@Override
|
||||
public void onOpen(EventSource eventSource, Response response) {
|
||||
log.info("OpenAI建立sse连接...");
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onEvent(EventSource eventSource, String id, String type, String data) {
|
||||
log.info("OpenAI返回数据:{}", data);
|
||||
if ("[DONE]".equals(data)) {
|
||||
log.info("OpenAI返回数据结束了");
|
||||
return;
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onClosed(EventSource eventSource) {
|
||||
log.info("OpenAI关闭sse连接...");
|
||||
}
|
||||
|
||||
@SneakyThrows
|
||||
@Override
|
||||
public void onFailure(EventSource eventSource, Throwable t, Response response) {
|
||||
if(Objects.isNull(response)){
|
||||
log.error("OpenAI sse连接异常:{}", t);
|
||||
eventSource.cancel();
|
||||
return;
|
||||
}
|
||||
ResponseBody body = response.body();
|
||||
if (Objects.nonNull(body)) {
|
||||
log.error("OpenAI sse连接异常data:{},异常:{}", body.string(), t);
|
||||
} else {
|
||||
log.error("OpenAI sse连接异常data:{},异常:{}", response, t);
|
||||
}
|
||||
eventSource.cancel();
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,22 @@
|
||||
package org.ruoyi.common.chat.sse;
|
||||
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
|
||||
import okhttp3.sse.EventSourceListener;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletion;
|
||||
import org.ruoyi.common.chat.openai.OpenAiStreamClient;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
|
||||
/**
|
||||
* 描述: 插件开发返回信息收集sse监听器
|
||||
*
|
||||
* @author https:www.unfbx.com
|
||||
* 2023-08-18
|
||||
*/
|
||||
@Slf4j
|
||||
public class DefaultPluginListener extends PluginListener {
|
||||
|
||||
public DefaultPluginListener(OpenAiStreamClient client, EventSourceListener eventSourceListener, PluginAbstract plugin, ChatCompletion chatCompletion) {
|
||||
super(client, eventSourceListener, plugin, chatCompletion);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,126 @@
|
||||
package org.ruoyi.common.chat.sse;
|
||||
|
||||
import cn.hutool.json.JSONUtil;
|
||||
import lombok.SneakyThrows;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import okhttp3.Response;
|
||||
import okhttp3.ResponseBody;
|
||||
import okhttp3.sse.EventSource;
|
||||
import okhttp3.sse.EventSourceListener;
|
||||
import org.jetbrains.annotations.NotNull;
|
||||
import org.ruoyi.common.chat.constant.OpenAIConst;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletion;
|
||||
import org.ruoyi.common.chat.entity.chat.ChatCompletionResponse;
|
||||
import org.ruoyi.common.chat.entity.chat.FunctionCall;
|
||||
import org.ruoyi.common.chat.entity.chat.Message;
|
||||
import org.ruoyi.common.chat.openai.OpenAiStreamClient;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginAbstract;
|
||||
import org.ruoyi.common.chat.openai.plugin.PluginParam;
|
||||
|
||||
import java.util.Objects;
|
||||
|
||||
/**
|
||||
* 描述: 插件开发返回信息收集sse监听器
|
||||
*
|
||||
* @author https:www.unfbx.com
|
||||
* 2023-08-18
|
||||
*/
|
||||
@Slf4j
|
||||
public abstract class PluginListener<R extends PluginParam, T> extends EventSourceListener {
|
||||
/**
|
||||
* openAi插件构建的参数
|
||||
*/
|
||||
private String arguments = "";
|
||||
|
||||
/**
|
||||
* 获取openAi插件构建的参数
|
||||
*
|
||||
* @return arguments
|
||||
*/
|
||||
private String getArguments() {
|
||||
return this.arguments;
|
||||
}
|
||||
|
||||
private OpenAiStreamClient client;
|
||||
private EventSourceListener eventSourceListener;
|
||||
private PluginAbstract<R, T> plugin;
|
||||
private ChatCompletion chatCompletion;
|
||||
|
||||
/**
|
||||
* 构造方法必备四个元素
|
||||
*
|
||||
* @param client OpenAiStreamClient
|
||||
* @param eventSourceListener 处理真实第二次sse请求的自定义监听
|
||||
* @param plugin 插件信息
|
||||
* @param chatCompletion 请求参数
|
||||
*/
|
||||
public PluginListener(OpenAiStreamClient client, EventSourceListener eventSourceListener, PluginAbstract<R, T> plugin, ChatCompletion chatCompletion) {
|
||||
this.client = client;
|
||||
this.eventSourceListener = eventSourceListener;
|
||||
this.plugin = plugin;
|
||||
this.chatCompletion = chatCompletion;
|
||||
}
|
||||
|
||||
/**
|
||||
* sse关闭后处理,第二次请求方法
|
||||
*/
|
||||
public void onClosedAfter() {
|
||||
log.debug("构造的方法值:{}", getArguments());
|
||||
|
||||
R realFunctionParam = (R) JSONUtil.toBean(getArguments(), plugin.getR());
|
||||
T tq = plugin.func(realFunctionParam);
|
||||
|
||||
FunctionCall functionCall = FunctionCall.builder()
|
||||
.arguments(getArguments())
|
||||
.name(plugin.getFunction())
|
||||
.build();
|
||||
chatCompletion.getMessages().add(Message.builder().role(Message.Role.ASSISTANT).content("function_call").functionCall(functionCall).build());
|
||||
chatCompletion.getMessages().add(Message.builder().role(Message.Role.FUNCTION).name(plugin.getFunction()).content(plugin.content(tq)).build());
|
||||
//设置第二次,请求的参数
|
||||
chatCompletion.setFunctionCall(null);
|
||||
chatCompletion.setFunctions(null);
|
||||
client.streamChatCompletion(chatCompletion, eventSourceListener);
|
||||
}
|
||||
|
||||
@SneakyThrows
|
||||
@Override
|
||||
public final void onEvent(@NotNull EventSource eventSource, String id, String type, String data) {
|
||||
log.debug("插件开发返回信息收集sse监听器返回数据:{}", data);
|
||||
if ("[DONE]".equals(data)) {
|
||||
log.debug("插件开发返回信息收集sse监听器返回数据结束了");
|
||||
return;
|
||||
}
|
||||
ChatCompletionResponse chatCompletionResponse = JSONUtil.toBean(data, ChatCompletionResponse.class);
|
||||
if (Objects.nonNull(chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall())) {
|
||||
this.arguments += chatCompletionResponse.getChoices().get(0).getDelta().getFunctionCall().getArguments();
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public final void onClosed(EventSource eventSource) {
|
||||
log.debug("插件开发返回信息收集sse监听器关闭连接...");
|
||||
this.onClosedAfter();
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onOpen(EventSource eventSource, Response response) {
|
||||
log.debug("插件开发返回信息收集sse监听器建立连接...");
|
||||
}
|
||||
|
||||
@SneakyThrows
|
||||
@Override
|
||||
public void onFailure(EventSource eventSource, Throwable t, Response response) {
|
||||
if (Objects.isNull(response)) {
|
||||
log.error("插件开发返回信息收集sse监听器,连接异常:{}", t);
|
||||
eventSource.cancel();
|
||||
return;
|
||||
}
|
||||
ResponseBody body = response.body();
|
||||
if (Objects.nonNull(body)) {
|
||||
log.error("插件开发返回信息收集sse监听器,连接异常data:{},异常:{}", body.string(), t);
|
||||
} else {
|
||||
log.error("插件开发返回信息收集sse监听器,连接异常data:{},异常:{}", response, t);
|
||||
}
|
||||
eventSource.cancel();
|
||||
}
|
||||
}
|
||||
@@ -15,4 +15,11 @@ public interface UserService {
|
||||
*/
|
||||
String selectUserNameById(Long userId);
|
||||
|
||||
/**
|
||||
* 通过用户名称查询余额
|
||||
*
|
||||
* @param userName
|
||||
* @return
|
||||
*/
|
||||
String selectUserByName(String userName);
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user