diff --git a/agents-flex-llm/agents-flex-llm-chatglm/src/main/java/com/agentsflex/llm/chatglm/ChatglmLlm.java b/agents-flex-llm/agents-flex-llm-chatglm/src/main/java/com/agentsflex/llm/chatglm/ChatglmLlm.java
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+++ b/agents-flex-llm/agents-flex-llm-chatglm/src/main/java/com/agentsflex/llm/chatglm/ChatglmLlm.java
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+/*
+ * 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.chatglm;
+
+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.HashMap;
+import java.util.Map;
+
+public class ChatglmLlm extends BaseLlm {
+
+ private HttpClient httpClient = new HttpClient();
+ public AiMessageParser aiMessageParser = ChatglmLlmUtil.getAiMessageParser(false);
+ public AiMessageParser aiStreamMessageParser = ChatglmLlmUtil.getAiMessageParser(true);
+
+ public ChatglmLlm(ChatglmLlmConfig config) {
+ super(config);
+ }
+
+ /**
+ * 文档参考:https://open.bigmodel.cn/dev/api#text_embedding
+ *
+ * @param document 文档内容
+ * @return 返回向量数据
+ */
+ @Override
+ public VectorData embed(Document document, EmbeddingOptions options) {
+ Map headers = new HashMap<>();
+ headers.put("Content-Type", "application/json");
+ headers.put("Authorization", ChatglmLlmUtil.createAuthorizationToken(config));
+
+ String endpoint = config.getEndpoint();
+ String payload = Maps.of("model", "embedding-2")
+ .set("input", document.getContent())
+ .toJSON();
+ String response = httpClient.post(endpoint + "/api/paas/v4/embeddings", 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, "$.data[0].embedding", double[].class));
+
+ return vectorData;
+ }
+
+
+ @Override
+ public AiMessageResponse chat(Prompt prompt, ChatOptions options) {
+ Map headers = new HashMap<>();
+ headers.put("Content-Type", "application/json");
+ headers.put("Authorization", ChatglmLlmUtil.createAuthorizationToken(config));
+
+ String endpoint = config.getEndpoint();
+ String payload = ChatglmLlmUtil.promptToPayload(prompt, config, false, options);
+ String response = httpClient.post(endpoint + "/api/paas/v4/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", ChatglmLlmUtil.createAuthorizationToken(config));
+
+ String payload = ChatglmLlmUtil.promptToPayload(prompt, config, true, options);
+
+ String endpoint = config.getEndpoint();
+ LlmClientListener clientListener = new BaseLlmClientListener(this, llmClient, listener, prompt, aiStreamMessageParser);
+ llmClient.start(endpoint + "/api/paas/v4/chat/completions", headers, payload, clientListener, config);
+ }
+
+}