From ab055557e2aee0f35bdb2a3f28cece306d77e657 Mon Sep 17 00:00:00 2001
From: 0007 <0007@qq.com>
Date: Wed, 27 Aug 2025 19:57:30 +0800
Subject: [PATCH] Add File

---
 .../agentsflex/llm/tencent/TencentlmLlm.java  | 108 ++++++++++++++++++
 1 file changed, 108 insertions(+)
 create mode 100644 agents-flex-llm/agents-flex-llm-tencent/src/main/java/com/agentsflex/llm/tencent/TencentlmLlm.java

diff --git a/agents-flex-llm/agents-flex-llm-tencent/src/main/java/com/agentsflex/llm/tencent/TencentlmLlm.java b/agents-flex-llm/agents-flex-llm-tencent/src/main/java/com/agentsflex/llm/tencent/TencentlmLlm.java
new file mode 100644
index 0000000..bb319d0
--- /dev/null
+++ b/agents-flex-llm/agents-flex-llm-tencent/src/main/java/com/agentsflex/llm/tencent/TencentlmLlm.java
@@ -0,0 +1,108 @@
+/*
+ *  Copyright (c) 2023-2025, Agents-Flex (fuhai999@gmail.com).
+ *  <p>
+ *  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
+ *  <p>
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *  <p>
+ *  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.tencent;
+
+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.Maps;
+import com.agentsflex.core.util.StringUtil;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson.JSONPath;
+
+import java.util.Map;
+
+public class TencentlmLlm extends BaseLlm<TencentLlmConfig> {
+
+    private HttpClient httpClient = new HttpClient();
+    public AiMessageParser aiMessageParser = TencentLlmUtil.getAiMessageParser(false);
+    public AiMessageParser aiStreamMessageParser = TencentLlmUtil.getAiMessageParser(true);
+
+    public TencentlmLlm(TencentLlmConfig config) {
+        super(config);
+    }
+
+    /**
+     * 文档参考：https://cloud.tencent.com/document/product/1729/101841
+     *
+     * @param document 文档内容
+     * @return 返回向量数据
+     */
+    @Override
+    public VectorData embed(Document document, EmbeddingOptions options) {
+        String payload = Maps.of("Input", document.getContent()).toJSON();
+        Map<String, String> headers = TencentLlmUtil.createAuthorizationToken(config, "GetEmbedding", payload);
+        String response = httpClient.post(config.getEndpoint(), headers, payload);
+        if (config.isDebug()) {
+            LogUtil.println(">>>>receive payload:" + response);
+        }
+        if (StringUtil.noText(response)) {
+            return null;
+        }
+        VectorData vectorData = new VectorData();
+        vectorData.setVector(JSONPath.read(response, "$.Response.Data[0].Embedding", double[].class));
+        return vectorData;
+    }
+
+
+    @Override
+    public AiMessageResponse chat(Prompt prompt, ChatOptions options) {
+        String payload = TencentLlmUtil.promptToPayload(prompt, config, false, options);
+        Map<String, String> headers = TencentLlmUtil.createAuthorizationToken(config, "ChatCompletions", payload);
+        String response = httpClient.post(config.getEndpoint(), 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("Response").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();
+        String payload = TencentLlmUtil.promptToPayload(prompt, config, true, options);
+        Map<String, String> headers = TencentLlmUtil.createAuthorizationToken(config, "ChatCompletions", payload);
+        LlmClientListener clientListener = new BaseLlmClientListener(this, llmClient, listener, prompt, aiStreamMessageParser);
+        llmClient.start(config.getEndpoint(), headers, payload, clientListener, config);
+    }
+
+}