diff --git a/src/routes/azureOpenaiRoutes.js b/src/routes/azureOpenaiRoutes.js
index ca0aa8fe..ba653ba9 100644
--- a/src/routes/azureOpenaiRoutes.js
+++ b/src/routes/azureOpenaiRoutes.js
@@ -250,6 +250,28 @@ router.post('/responses', authenticateApiKey, async (req, res) => {
     messages: req.body.messages?.length || 0
   })
 
+  // Detailed logging for debugging
+  logger.debug(`📋 Azure OpenAI Responses Request Details ${requestId}`, {
+    headers: {
+      'content-type': req.headers['content-type'],
+      'user-agent': req.headers['user-agent'],
+      'x-forwarded-for': req.headers['x-forwarded-for'],
+      'authorization': req.headers.authorization ? '[REDACTED]' : 'not present'
+    },
+    requestBody: {
+      model: req.body.model,
+      messages: req.body.messages,
+      stream: req.body.stream,
+      temperature: req.body.temperature,
+      max_tokens: req.body.max_tokens,
+      top_p: req.body.top_p,
+      frequency_penalty: req.body.frequency_penalty,
+      presence_penalty: req.body.presence_penalty,
+      stop: req.body.stop,
+      logit_bias: req.body.logit_bias
+    }
+  })
+
   try {
     // 获取绑定的 Azure OpenAI 账户
     let account = null
@@ -265,6 +287,20 @@ router.post('/responses', authenticateApiKey, async (req, res) => {
       account = await azureOpenaiAccountService.selectAvailableAccount(sessionId)
     }
 
+    // Log Azure OpenAI request details
+    logger.debug(`🔗 Sending to Azure OpenAI ${requestId}`, {
+      account: {
+        id: account.id,
+        name: account.name,
+        azureEndpoint: account.azureEndpoint,
+        deploymentName: account.deploymentName,
+        apiVersion: account.apiVersion
+      },
+      targetUrl: `${account.azureEndpoint}/openai/deployments/${account.deploymentName}/responses?api-version=${account.apiVersion || '2024-10-01-preview'}`,
+      endpoint: 'responses',
+      isStream: req.body.stream || false
+    })
+
     // 发送请求到 Azure OpenAI
     const response = await azureOpenaiRelayService.handleAzureOpenAIRequest({
       account,
diff --git a/src/services/azureOpenaiRelayService.js b/src/services/azureOpenaiRelayService.js
index 9590884b..b576c3c6 100644
--- a/src/services/azureOpenaiRelayService.js
+++ b/src/services/azureOpenaiRelayService.js
@@ -52,6 +52,25 @@ async function handleAzureOpenAIRequest({
     // 处理请求体
     const processedBody = { ...requestBody }
 
+    // Detailed logging for responses endpoint
+    if (endpoint === 'responses') {
+      logger.debug(`🔍 Azure OpenAI Responses Endpoint Details`, {
+        targetUrl: requestUrl,
+        headers: {
+          'Content-Type': requestHeaders['Content-Type'],
+          'api-key': '[REDACTED]',
+          'User-Agent': requestHeaders['User-Agent'] || 'not set'
+        },
+        processedRequestBody: processedBody,
+        account: {
+          name: account.name,
+          azureEndpoint: account.azureEndpoint,
+          deploymentName: account.deploymentName,
+          apiVersion: apiVersion
+        }
+      })
+    }
+
     // 标准化模型名称
     if (processedBody.model) {
       processedBody.model = normalizeModelName(processedBody.model)
@@ -142,6 +161,25 @@ async function handleAzureOpenAIRequest({
       contentType: response.headers?.['content-type'] || 'unknown'
     })
 
+    // Enhanced logging for responses endpoint
+    if (endpoint === 'responses') {
+      logger.debug(`🔍 Azure OpenAI Responses Endpoint Response`, {
+        status: response.status,
+        statusText: response.statusText,
+        headers: {
+          'content-type': response.headers['content-type'],
+          'x-request-id': response.headers['x-request-id'] || response.headers['x-ms-request-id'],
+          'x-ratelimit-remaining': response.headers['x-ratelimit-remaining-requests'],
+          'x-ratelimit-reset': response.headers['x-ratelimit-reset-requests']
+        },
+        responseBodyPreview: isStream ? '[STREAM]' : (
+          response.data ? JSON.stringify(response.data).substring(0, 500) + (JSON.stringify(response.data).length > 500 ? '...' : '') : 'no data'
+        ),
+        endpoint: 'responses',
+        duration: `${requestDuration}ms`
+      })
+    }
+
     return response
   } catch (error) {
     const errorDetails = {
@@ -207,6 +245,17 @@ async function handleAzureOpenAIRequest({
       logger.error('Azure OpenAI Request Failed', errorDetails)
     }
 
+    // Enhanced error logging for responses endpoint
+    if (endpoint === 'responses') {
+      logger.error(`❌ Azure OpenAI Responses Endpoint Error`, {
+        ...errorDetails,
+        endpoint: 'responses',
+        targetUrl: requestUrl,
+        errorType: error.response ? 'HTTP_ERROR' : 'NETWORK_ERROR',
+        responseBody: error.response?.data ? JSON.stringify(error.response.data) : 'no response body'
+      })
+    }
+
     throw error
   }
 }