From 28c59c39103bc7b4574b263a869a371bdd47eb3e Mon Sep 17 00:00:00 2001 From: 0007 <0007@qq.com> Date: Wed, 27 Aug 2025 19:57:35 +0800 Subject: [PATCH] Add File --- .../java/com/agentsflex/llm/qwen/QwenLlm.java | 132 ++++++++++++++++++ 1 file changed, 132 insertions(+) create mode 100644 agents-flex-llm/agents-flex-llm-qwen/src/main/java/com/agentsflex/llm/qwen/QwenLlm.java diff --git a/agents-flex-llm/agents-flex-llm-qwen/src/main/java/com/agentsflex/llm/qwen/QwenLlm.java b/agents-flex-llm/agents-flex-llm-qwen/src/main/java/com/agentsflex/llm/qwen/QwenLlm.java new file mode 100644 index 0000000..0c8207e --- /dev/null +++ b/agents-flex-llm/agents-flex-llm-qwen/src/main/java/com/agentsflex/llm/qwen/QwenLlm.java @@ -0,0 +1,132 @@ +/* + * Copyright (c) 2023-2025, Agents-Flex (fuhai999@gmail.com). + *

+ * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + *

+ * http://www.apache.org/licenses/LICENSE-2.0 + *

+ * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.agentsflex.llm.qwen; + +import com.agentsflex.core.document.Document; +import com.agentsflex.core.llm.BaseLlm; +import com.agentsflex.core.llm.ChatOptions; +import com.agentsflex.core.llm.StreamResponseListener; +import com.agentsflex.core.llm.client.BaseLlmClientListener; +import com.agentsflex.core.llm.client.HttpClient; +import com.agentsflex.core.llm.client.LlmClient; +import com.agentsflex.core.llm.client.LlmClientListener; +import com.agentsflex.core.llm.client.impl.SseClient; +import com.agentsflex.core.llm.embedding.EmbeddingOptions; +import com.agentsflex.core.llm.response.AiMessageResponse; +import com.agentsflex.core.parser.AiMessageParser; +import com.agentsflex.core.prompt.Prompt; +import com.agentsflex.core.store.VectorData; +import com.agentsflex.core.util.LogUtil; +import com.agentsflex.core.util.StringUtil; +import com.alibaba.fastjson.JSON; +import com.alibaba.fastjson.JSONObject; +import com.alibaba.fastjson.JSONPath; + +import java.util.HashMap; +import java.util.Map; + +public class QwenLlm extends BaseLlm { + + private final HttpClient httpClient = new HttpClient(); + + public AiMessageParser aiMessageParser = QwenLlmUtil.getAiMessageParser(false); + public AiMessageParser streamMessageParser = QwenLlmUtil.getAiMessageParser(true); + + + public QwenLlm(QwenLlmConfig config) { + super(config); + } + + + @Override + public AiMessageResponse chat(Prompt prompt, ChatOptions options) { + Map headers = new HashMap<>(); + headers.put("Content-Type", "application/json"); + headers.put("Authorization", "Bearer " + getConfig().getApiKey()); + + //非流式返回,需要设置为 false + options.setEnableThinking(false); + + String payload = QwenLlmUtil.promptToPayload(prompt, config, options, false); + String endpoint = config.getEndpoint(); + String response = httpClient.post(endpoint + "/compatible-mode/v1/chat/completions", headers, payload); + + if (config.isDebug()) { + LogUtil.println(">>>>receive payload:" + response); + } + + if (StringUtil.noText(response)) { + return AiMessageResponse.error(prompt, response, "no content for response."); + } + + JSONObject jsonObject = JSON.parseObject(response); + JSONObject error = jsonObject.getJSONObject("error"); + + AiMessageResponse messageResponse = new AiMessageResponse(prompt, response, aiMessageParser.parse(jsonObject)); + + if (error != null && !error.isEmpty()) { + messageResponse.setError(true); + messageResponse.setErrorMessage(error.getString("message")); + messageResponse.setErrorType(error.getString("type")); + messageResponse.setErrorCode(error.getString("code")); + } + + return messageResponse; + } + + + @Override + public void chatStream(Prompt prompt, StreamResponseListener listener, ChatOptions options) { + LlmClient llmClient = new SseClient(); + Map headers = new HashMap<>(); + headers.put("Content-Type", "application/json"); + headers.put("Authorization", "Bearer " + getConfig().getApiKey()); + headers.put("X-DashScope-SSE", "enable"); //stream + + String payload = QwenLlmUtil.promptToPayload(prompt, config, options, true); + LlmClientListener clientListener = new BaseLlmClientListener(this, llmClient, listener, prompt, streamMessageParser); + + String endpoint = config.getEndpoint(); + llmClient.start(endpoint + "/compatible-mode/v1/chat/completions", headers, payload, clientListener, config); + } + + + @Override + public VectorData embed(Document document, EmbeddingOptions options) { + String payload = QwenLlmUtil.promptToEnabledPayload(document, options, config); + Map headers = new HashMap<>(); + headers.put("Content-Type", "application/json"); + headers.put("Authorization", "Bearer " + getConfig().getApiKey()); + + String url = config.getEndpoint() + "/compatible-mode/v1/embeddings"; + String response = httpClient.post(url, headers, payload); + + if (config.isDebug()) { + LogUtil.println(">>>>receive payload:" + response); + } + + if (StringUtil.noText(response)) { + return null; + } + + VectorData vectorData = new VectorData(); + double[] embedding = JSONPath.read(response, "$.data[0].embedding", double[].class); + vectorData.setVector(embedding); + + return vectorData; + } + +}