diff --git a/src/renderer/src/providers/OpenAIProvider.ts b/src/renderer/src/providers/OpenAIProvider.ts
index 434d6f2e..dfa7d555 100644
--- a/src/renderer/src/providers/OpenAIProvider.ts
+++ b/src/renderer/src/providers/OpenAIProvider.ts
@@ -207,8 +207,33 @@ export default class OpenAIProvider extends BaseProvider {
     }
 
     let hasReasoningContent = false
-    const isReasoningJustDone = (delta: OpenAI.Chat.Completions.ChatCompletionChunk.Choice.Delta) =>
-      hasReasoningContent ? !!delta?.content : delta?.content === '</think>'
+    let lastChunk = ''
+    const isReasoningJustDone = (
+      delta: OpenAI.Chat.Completions.ChatCompletionChunk.Choice.Delta & { reasoning_content?: string }
+    ) => {
+      if (!delta?.content) return false
+
+      // 检查当前chunk和上一个chunk的组合是否形成###Response标记
+      const combinedChunks = lastChunk + delta.content
+      lastChunk = delta.content
+
+      // 检测思考结束
+      if (combinedChunks.includes('###Response') || delta.content === '</think>') {
+        return true
+      }
+
+      // 如果有reasoning_content，说明是在思考中
+      if (delta?.reasoning_content) {
+        hasReasoningContent = true
+      }
+
+      // 如果之前有reasoning_content，现在有普通content，说明思考结束
+      if (hasReasoningContent && delta.content) {
+        return true
+      }
+
+      return false
+    }
 
     let time_first_token_millsec = 0
     let time_first_content_millsec = 0
diff --git a/src/renderer/src/utils/formats.ts b/src/renderer/src/utils/formats.ts
index be0e37ba..d0ea81b5 100644
--- a/src/renderer/src/utils/formats.ts
+++ b/src/renderer/src/utils/formats.ts
@@ -81,28 +81,60 @@ export function withGeminiGrounding(message: Message) {
   return content
 }
 
+interface ThoughtProcessor {
+  canProcess: (content: string) => boolean
+  process: (content: string) => { reasoning: string; content: string }
+}
+
+const glmZeroPreviewProcessor: ThoughtProcessor = {
+  canProcess: (content: string) => content.includes('###Thinking'),
+  process: (content: string) => {
+    const parts = content.split('###')
+    const thinkingMatch = parts.find((part) => part.trim().startsWith('Thinking'))
+    const responseMatch = parts.find((part) => part.trim().startsWith('Response'))
+
+    return {
+      reasoning: thinkingMatch ? thinkingMatch.replace('Thinking', '').trim() : '',
+      content: responseMatch ? responseMatch.replace('Response', '').trim() : ''
+    }
+  }
+}
+
+const thinkTagProcessor: ThoughtProcessor = {
+  canProcess: (content: string) => content.startsWith('<think>'),
+  process: (content: string) => {
+    const thinkPattern = /^<think>(.*?)<\/think>/s
+    const matches = content.match(thinkPattern)
+
+    // 处理正常闭合的 think 标签
+    if (matches) {
+      return {
+        reasoning: matches[1].trim(),
+        content: content.replace(thinkPattern, '').trim()
+      }
+    }
+
+    // 处理未闭合的 think 标签
+    return {
+      reasoning: content.slice(7).trim(), // 跳过 '<think>' 标签
+      content: ''
+    }
+  }
+}
+
 export function withMessageThought(message: Message) {
   if (message.role !== 'assistant') {
     return message
   }
 
   const content = message.content.trim()
-  const thinkPattern = /^<think>(.*?)<\/think>/s
-  const matches = content.match(thinkPattern)
+  const processors: ThoughtProcessor[] = [glmZeroPreviewProcessor, thinkTagProcessor]
 
-  if (!matches) {
-    // 处理未闭合的 think 标签情况
-    if (content.startsWith('<think>')) {
-      message.reasoning_content = content.slice(7) // '<think>'.length === 7
-      message.content = ''
-    }
-    return message
-  }
-
-  const reasoning_content = matches[1].trim()
-  if (reasoning_content) {
-    message.reasoning_content = reasoning_content
-    message.content = content.replace(thinkPattern, '').trim()
+  const processor = processors.find((p) => p.canProcess(content))
+  if (processor) {
+    const { reasoning, content: processedContent } = processor.process(content)
+    message.reasoning_content = reasoning
+    message.content = processedContent
   }
 
   return message