From 57271632ec1a4c5a1a93eda8e8d113a0afb9b2ce Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Sun, 8 Oct 2023 09:54:02 +0800
Subject: [PATCH 1/9] * add specialized function for getting JSON from LLMs
 without forced function calling feature.

---
 module/ai/lang/de.php    |  3 +++
 module/ai/lang/en.php    |  3 +++
 module/ai/lang/fr.php    |  3 +++
 module/ai/lang/zh-cn.php |  3 +++
 module/ai/model.php      | 52 ++++++++++++++++++++++++++++++++++++----
 5 files changed, 60 insertions(+), 4 deletions(-)

diff --git a/module/ai/lang/de.php b/module/ai/lang/de.php
index 8989e14c45..1805a0298b 100644
--- a/module/ai/lang/de.php
+++ b/module/ai/lang/de.php
@@ -793,3 +793,6 @@ $lang->ai->audit->exit         = 'Exit Audit';
 $lang->ai->audit->backLocationList = array();
 $lang->ai->audit->backLocationList[0] = 'back to audit page.';
 $lang->ai->audit->backLocationList[1] = 'back to audit page and regenerate.';
+
+$lang->ai->engineeredPrompts = new stdclass();
+$lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => 'Please convert my next message into a function call.'), (object)array('role' => 'assistant', 'content' => 'Sure, I\'ll convert your next message into a function call.'));
diff --git a/module/ai/lang/en.php b/module/ai/lang/en.php
index 8989e14c45..1805a0298b 100644
--- a/module/ai/lang/en.php
+++ b/module/ai/lang/en.php
@@ -793,3 +793,6 @@ $lang->ai->audit->exit         = 'Exit Audit';
 $lang->ai->audit->backLocationList = array();
 $lang->ai->audit->backLocationList[0] = 'back to audit page.';
 $lang->ai->audit->backLocationList[1] = 'back to audit page and regenerate.';
+
+$lang->ai->engineeredPrompts = new stdclass();
+$lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => 'Please convert my next message into a function call.'), (object)array('role' => 'assistant', 'content' => 'Sure, I\'ll convert your next message into a function call.'));
diff --git a/module/ai/lang/fr.php b/module/ai/lang/fr.php
index 8989e14c45..1805a0298b 100644
--- a/module/ai/lang/fr.php
+++ b/module/ai/lang/fr.php
@@ -793,3 +793,6 @@ $lang->ai->audit->exit         = 'Exit Audit';
 $lang->ai->audit->backLocationList = array();
 $lang->ai->audit->backLocationList[0] = 'back to audit page.';
 $lang->ai->audit->backLocationList[1] = 'back to audit page and regenerate.';
+
+$lang->ai->engineeredPrompts = new stdclass();
+$lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => 'Please convert my next message into a function call.'), (object)array('role' => 'assistant', 'content' => 'Sure, I\'ll convert your next message into a function call.'));
diff --git a/module/ai/lang/zh-cn.php b/module/ai/lang/zh-cn.php
index c08791a854..14a0ea74b6 100644
--- a/module/ai/lang/zh-cn.php
+++ b/module/ai/lang/zh-cn.php
@@ -793,3 +793,6 @@ $lang->ai->audit->exit         = '退出调试';
 $lang->ai->audit->backLocationList = array();
 $lang->ai->audit->backLocationList[0] = '返回调试页面';
 $lang->ai->audit->backLocationList[1] = '返回调试页面并重新生成';
+
+$lang->ai->engineeredPrompts = new stdclass();
+$lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => '请把我所发的下一条消息内容转换为 function 调用。'), (object)array('role' => 'assistant', 'content' => '好的，我会把下一条消息转换为 function 调用。'));
diff --git a/module/ai/model.php b/module/ai/model.php
index 70b55cc10a..a57c8ee7ac 100644
--- a/module/ai/model.php
+++ b/module/ai/model.php
@@ -459,9 +459,55 @@ class aiModel extends model
     }
 
     /**
-     * Get list of prompts.
+     * Generate conversations with LLM for JSON output, but seperate the conversation into two parts.
      *
-     * TODO: fully implement this.
+     * Usage is the same as function `converseForJSON`, but this function will generate two conversations:
+     * one for manipulating the natural language data, and the other for generating the JSON output.
+     *
+     * @param  array  $messages  array of chat messages
+     * @param  object $schema    schema of the output
+     * @param  array  $options   optional params, see https://platform.openai.com/docs/api-reference/chat/create
+     * @access public
+     * @return mixed  false if error, array of JSON object if success
+     */
+    public function converseTwiceForJSON($messages, $schema, $options = array())
+    {
+        /* First conversation. */
+        $data = compact('messages');
+        if(!empty($options))
+        {
+            foreach($options as $key => $value) $data[$key] = $value;
+        }
+
+        $postData = $this->assembleRequestData('chat', $data);
+        if(!$postData) return false;
+
+        $chatResponse = $this->makeRequest('chat', $postData);
+        $chatMessages = $this->parseChatResponse($chatResponse);
+
+        $chatMessage = end($chatMessages);
+        if(empty($chatMessage)) return false;
+
+        /* Second conversation for JSON output. */
+        $messages     = array_merge($this->lang->ai->engineeredPrompts->askForFunctionCalling, array((object)array('role' => 'user', 'content' => $chatMessage)));
+        $functions    = array((object)array('name' => 'function', 'parameters' => $schema));
+        $functionCall = (object)array('name' => 'function');
+
+        $data = compact('messages', 'functions', 'functionCall');
+        if(!empty($options))
+        {
+            foreach($options as $key => $value) $data[$key] = $value;
+        }
+
+        $postData = $this->assembleRequestData('function', $data);
+        if(!$postData) return false;
+
+        $response = $this->makeRequest('function', $postData);
+        return $this->parseFunctionCallResponse($response);
+    }
+
+    /**
+     * Get list of prompts.
      *
      * @param  string  $module
      * @param  string  $status
@@ -484,8 +530,6 @@ class aiModel extends model
     /**
      * Get prompt by id.
      *
-     * TODO: fully implement this.
-     *
      * @param  int     $id
      * @access public
      * @return object

From c93c9b09692506c39fcbfc4c7840c187b1c08356 Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Sun, 8 Oct 2023 16:38:49 +0800
Subject: [PATCH 2/9] + baidu ernie configurations.

---
 module/ai/config.php              | 43 ++++++++++++++++++++++++-------
 module/ai/control.php             | 10 +++----
 module/ai/lang/de.php             |  8 +++---
 module/ai/lang/en.php             |  8 +++---
 module/ai/lang/fr.php             |  8 +++---
 module/ai/lang/zh-cn.php          |  9 ++++---
 module/ai/view/editmodel.html.php | 38 ++++++++++++++++++---------
 module/ai/view/models.html.php    | 10 +++++--
 8 files changed, 89 insertions(+), 45 deletions(-)

diff --git a/module/ai/config.php b/module/ai/config.php
index 130cff0b13..017107d03e 100644
--- a/module/ai/config.php
+++ b/module/ai/config.php
@@ -2,10 +2,12 @@
 $config->ai->vendorList = array();
 $config->ai->vendorList['openai']['requiredFields'] = array('key');
 $config->ai->vendorList['azure']['requiredFields']  = array('key', 'resource', 'deployment');
+$config->ai->vendorList['baidu']['requiredFields']  = array('key', 'secret');
 
+/* OpenAI GPT configurations. */
 $config->ai->openai = new stdclass();
 $config->ai->openai->api = new stdclass();
-$config->ai->openai->api->vendor             = array('openai', 'azure');
+$config->ai->openai->api->vendor = array('openai', 'azure');
 $config->ai->openai->api->openai = new stdclass();
 $config->ai->openai->api->openai->version    = 'v1';                           // OpenAI API version, required.
 $config->ai->openai->api->openai->format     = 'https://api.openai.com/%s/%s'; // OpenAI API format, args: API version, API name.
@@ -16,35 +18,58 @@ $config->ai->openai->api->azure->deployment  = 'the-first-gpt';                /
 $config->ai->openai->api->azure->apiVersion  = '2023-07-01-preview';           // Azure OpenAI API version, required.
 $config->ai->openai->api->azure->format      = 'https://%s.openai.azure.com/openai/deployments/%s/%s?api-version=%s'; // Azure API format, args: resource name, deployment name, API name, API version.
 $config->ai->openai->api->azure->authFormat  = 'api-key: %s';                  // Azure API auth header format.
-$config->ai->openai->api->methods            = array('function' => 'chat/completions', 'chat' => 'chat/completions', 'completion' => 'completions', 'edit' => 'edits');
+$config->ai->openai->api->methods            = array('function' => 'chat/completions', 'chat' => 'chat/completions', 'completion' => 'completions');
 
 $config->ai->openai->params = new stdclass();
 $config->ai->openai->params->chat       = new stdclass();
 $config->ai->openai->params->function   = new stdclass();
 $config->ai->openai->params->completion = new stdclass();
-$config->ai->openai->params->edit       = new stdclass();
 $config->ai->openai->params->chat->required       = array('messages');
 $config->ai->openai->params->chat->optional       = array('max_tokens', 'temperature', 'top_p', 'n', 'stream', 'stop', 'presence_penalty', 'frequency_penalty', 'logit_bias', 'user');
 $config->ai->openai->params->function->required   = array('messages', 'functions', 'function_call');
 $config->ai->openai->params->function->optional   = array('max_tokens', 'temperature', 'top_p', 'n', 'stream', 'stop', 'presence_penalty', 'frequency_penalty', 'logit_bias', 'user');
 $config->ai->openai->params->completion->required = array('prompt', 'max_tokens');
 $config->ai->openai->params->completion->optional = array('suffix', 'temperature', 'top_p', 'n', 'stream', 'logprobs', 'echo', 'stop', 'presence_penalty', 'frequency_penalty', 'best_of', 'logit_bias', 'user');
-$config->ai->openai->params->edit->required       = array('input', 'instruction');
-$config->ai->openai->params->edit->optional       = array('temperature', 'top_p', 'n');
 
 $config->ai->openai->model = new stdclass();
 $config->ai->openai->model->chat       = 'gpt-3.5-turbo';
-$config->ai->openai->model->function   = 'gpt-3.5-turbo-0613';
-$config->ai->openai->model->completion = 'text-davinci-003';
-$config->ai->openai->model->edit       = 'text-davinci-edit-001';
+$config->ai->openai->model->function   = 'gpt-3.5-turbo';
+$config->ai->openai->model->completion = 'gpt-3.5-turbo-instruct';
 
-$config->ai->openai->contentTypeMapping = array('Content-Type: application/json' => array('', 'function', 'chat', 'completion', 'edit'), 'Content-Type: multipart/form-data' => array());
+$config->ai->openai->contentTypeMapping = array('Content-Type: application/json' => array('', 'function', 'chat', 'completion'), 'Content-Type: multipart/form-data' => array());
 $config->ai->openai->contentType = array();
 foreach($config->ai->openai->contentTypeMapping as $contentType => $apis)
 {
     foreach($apis as $api) $config->ai->openai->contentType[$api] = $contentType;
 }
 
+/* Baidu ERNIE configurations. */
+$config->ai->ernie = new stdclass();
+$config->ai->ernie->api = new stdclass();
+$config->ai->ernie->api->vendor = array('baidu');
+$config->ai->ernie->api->baidu = new stdclass();
+$config->ai->ernie->api->baidu->format = 'https://aip.baidubce.com/rpc/2.0/ai_custom/v1/wenxinworkshop/chat/completions?access_token=%s';        // ERNIE API format, arg: access_token (obtained from bce oauth).
+$config->ai->ernie->api->baidu->auth   = 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=%s&client_secret=%s'; // BCE auth URL format, args: client_id, client_secret.
+
+$config->ai->ernie->params = new stdclass();
+$config->ai->ernie->params->chat     = new stdclass();
+$config->ai->ernie->params->function = new stdclass();
+$config->ai->ernie->params->chat->required     = array('messages');
+$config->ai->ernie->params->chat->optional     = array('temperature', 'top_p', 'penalty_score', 'stream', 'user_id');
+$config->ai->ernie->params->function->required = array('messages', 'functions');
+$config->ai->ernie->params->function->optional = array('temperature', 'top_p', 'penalty_score', 'stream', 'user_id');
+
+$config->ai->ernie->model = new stdclass();
+$config->ai->ernie->model->chat     = 'ernie-bot-turbo';
+$config->ai->ernie->model->function = 'ernie-bot-turbo';
+
+$config->ai->ernie->contentTypeMapping = array('Content-Type: application/json' => array('', 'function', 'chat'), 'Content-Type: multipart/form-data' => array());
+$config->ai->ernie->contentType = array();
+foreach($config->ai->ernie->contentTypeMapping as $contentType => $apis)
+{
+    foreach($apis as $api) $config->ai->ernie->contentType[$api] = $contentType;
+}
+
 /* Required fields of forms. */
 $config->ai->createprompt = new stdclass();
 $config->ai->testPrompt   = new stdclass();
diff --git a/module/ai/control.php b/module/ai/control.php
index 38de4dada4..7e2ec3fe07 100644
--- a/module/ai/control.php
+++ b/module/ai/control.php
@@ -81,7 +81,7 @@ class ai extends control
         {
             $modelConfig = fixer::input('post')->get();
 
-            $currentVendor = empty($modelConfig->vendor) ? key($lang->ai->models->openaiVendorList) : $modelConfig->vendor;
+            $currentVendor = empty($modelConfig->vendor) ? key($this->lang->ai->models->vendorList->{empty($modelConfig->type) ? key($this->lang->ai->models->typeList) : $modelConfig->type}) : $modelConfig->vendor;
             $vendorRequiredFields = $this->config->ai->vendorList[$currentVendor]['requiredFields'];
 
             $errors = array();
@@ -128,7 +128,7 @@ class ai extends control
     {
         $modelConfig = fixer::input('post')->get();
 
-        $currentVendor = empty($modelConfig->vendor) ? key($lang->ai->models->openaiVendorList) : $modelConfig->vendor;
+        $currentVendor = empty($modelConfig->vendor) ? key($this->lang->ai->models->vendorList->{empty($modelConfig->type) ? key($this->lang->ai->models->typeList) : $modelConfig->type}) : $modelConfig->vendor;
         $vendorRequiredFields = $this->config->ai->vendorList[$currentVendor]['requiredFields'];
 
         $errors = array();
@@ -147,10 +147,8 @@ class ai extends control
 
         if($currentVendor == 'azure')
         {
-            $messages = array(
-                (object)array('role' => 'user', 'content' => 'Hello?')
-            );
-            $result = $this->ai->converse($messages);
+            $messages = array((object)array('role' => 'user', 'content' => 'test'));
+            $result = $this->ai->converse($messages, array('maxTokens' => 1));
         }
         else
         {
diff --git a/module/ai/lang/de.php b/module/ai/lang/de.php
index 1805a0298b..5e7cc8282b 100644
--- a/module/ai/lang/de.php
+++ b/module/ai/lang/de.php
@@ -423,11 +423,11 @@ $lang->ai->models->statusList['off'] = 'Disable';
 
 $lang->ai->models->typeList = array();
 $lang->ai->models->typeList['openai-gpt35'] = 'OpenAI / GPT-3.5';
-// $lang->ai->models->typeList['azure-gpt35']  = 'Azure / GPT-3.5';
+$lang->ai->models->typeList['baidu-ernie']  = 'Baidu / ERNIE';
 
-$lang->ai->models->openaiVendorList = array();
-$lang->ai->models->openaiVendorList['openai'] = 'OpenAI';
-$lang->ai->models->openaiVendorList['azure']  = 'Azure';
+$lang->ai->models->vendorList = new stdclass();
+$lang->ai->models->vendorList->{'openai-gpt35'} = array('openai' => 'OpenAI', 'azure' => 'Azure');
+$lang->ai->models->vendorList->{'baidu-ernie'}  = array('baidu' => 'Baidu Qianfan LLM Platform');
 
 $lang->ai->models->proxyTypes = array();
 $lang->ai->models->proxyTypes['']       = 'No Proxy';
diff --git a/module/ai/lang/en.php b/module/ai/lang/en.php
index 1805a0298b..5e7cc8282b 100644
--- a/module/ai/lang/en.php
+++ b/module/ai/lang/en.php
@@ -423,11 +423,11 @@ $lang->ai->models->statusList['off'] = 'Disable';
 
 $lang->ai->models->typeList = array();
 $lang->ai->models->typeList['openai-gpt35'] = 'OpenAI / GPT-3.5';
-// $lang->ai->models->typeList['azure-gpt35']  = 'Azure / GPT-3.5';
+$lang->ai->models->typeList['baidu-ernie']  = 'Baidu / ERNIE';
 
-$lang->ai->models->openaiVendorList = array();
-$lang->ai->models->openaiVendorList['openai'] = 'OpenAI';
-$lang->ai->models->openaiVendorList['azure']  = 'Azure';
+$lang->ai->models->vendorList = new stdclass();
+$lang->ai->models->vendorList->{'openai-gpt35'} = array('openai' => 'OpenAI', 'azure' => 'Azure');
+$lang->ai->models->vendorList->{'baidu-ernie'}  = array('baidu' => 'Baidu Qianfan LLM Platform');
 
 $lang->ai->models->proxyTypes = array();
 $lang->ai->models->proxyTypes['']       = 'No Proxy';
diff --git a/module/ai/lang/fr.php b/module/ai/lang/fr.php
index 1805a0298b..5e7cc8282b 100644
--- a/module/ai/lang/fr.php
+++ b/module/ai/lang/fr.php
@@ -423,11 +423,11 @@ $lang->ai->models->statusList['off'] = 'Disable';
 
 $lang->ai->models->typeList = array();
 $lang->ai->models->typeList['openai-gpt35'] = 'OpenAI / GPT-3.5';
-// $lang->ai->models->typeList['azure-gpt35']  = 'Azure / GPT-3.5';
+$lang->ai->models->typeList['baidu-ernie']  = 'Baidu / ERNIE';
 
-$lang->ai->models->openaiVendorList = array();
-$lang->ai->models->openaiVendorList['openai'] = 'OpenAI';
-$lang->ai->models->openaiVendorList['azure']  = 'Azure';
+$lang->ai->models->vendorList = new stdclass();
+$lang->ai->models->vendorList->{'openai-gpt35'} = array('openai' => 'OpenAI', 'azure' => 'Azure');
+$lang->ai->models->vendorList->{'baidu-ernie'}  = array('baidu' => 'Baidu Qianfan LLM Platform');
 
 $lang->ai->models->proxyTypes = array();
 $lang->ai->models->proxyTypes['']       = 'No Proxy';
diff --git a/module/ai/lang/zh-cn.php b/module/ai/lang/zh-cn.php
index 14a0ea74b6..11953d6b0b 100644
--- a/module/ai/lang/zh-cn.php
+++ b/module/ai/lang/zh-cn.php
@@ -400,6 +400,7 @@ $lang->ai->models->common         = '语言模型';
 $lang->ai->models->type           = '语言模型';
 $lang->ai->models->vendor         = '供应商';
 $lang->ai->models->key            = 'API Key';
+$lang->ai->models->secret         = 'Secret Key';
 $lang->ai->models->resource       = 'Resource';
 $lang->ai->models->deployment     = 'Deployment';
 $lang->ai->models->proxyType      = '代理类型';
@@ -423,11 +424,11 @@ $lang->ai->models->statusList['off'] = '停用';
 
 $lang->ai->models->typeList = array();
 $lang->ai->models->typeList['openai-gpt35'] = 'OpenAI / GPT-3.5';
-// $lang->ai->models->typeList['azure-gpt35']  = 'Azure / GPT-3.5';
+$lang->ai->models->typeList['baidu-ernie']  = '百度 / 文心一言';
 
-$lang->ai->models->openaiVendorList = array();
-$lang->ai->models->openaiVendorList['openai'] = 'OpenAI';
-$lang->ai->models->openaiVendorList['azure']  = 'Azure';
+$lang->ai->models->vendorList = new stdclass();
+$lang->ai->models->vendorList->{'openai-gpt35'} = array('openai' => 'OpenAI', 'azure' => 'Azure');
+$lang->ai->models->vendorList->{'baidu-ernie'}  = array('baidu' => '百度千帆大模型平台');
 
 $lang->ai->models->proxyTypes = array();
 $lang->ai->models->proxyTypes['']       = '不使用代理';
diff --git a/module/ai/view/editmodel.html.php b/module/ai/view/editmodel.html.php
index e23106e655..34bde3d1a8 100644
--- a/module/ai/view/editmodel.html.php
+++ b/module/ai/view/editmodel.html.php
@@ -11,9 +11,10 @@
 ?>
 <?php include '../../common/view/header.html.php';?>
 <?php
-$currentVendor = empty($modelConfig->vendor) ? key($lang->ai->models->openaiVendorList) : $modelConfig->vendor;
+$currentVendor = empty($modelConfig->vendor) ? key($lang->ai->models->vendorList->{empty($modelConfig->type) ? key($lang->ai->models->typeList) : $modelConfig->type}) : $modelConfig->vendor;
 $requiredFields = $config->ai->vendorList[$currentVendor]['requiredFields'];
 js::set('vendorList', $config->ai->vendorList);
+js::set('vendorListLang', $lang->ai->models->vendorList);
 ?>
 <style>
   .required:after {right: -12px;}
@@ -27,12 +28,16 @@ js::set('vendorList', $config->ai->vendorList);
       </tr>
       <tr>
         <th><?php echo $lang->ai->models->vendor;?></th>
-        <td><?php echo html::select('vendor', $lang->ai->models->openaiVendorList, $currentVendor, "class='form-control chosen' required");?></td>
+        <td><?php echo html::select('vendor', $lang->ai->models->vendorList->{empty($modelConfig->type) ? key($lang->ai->models->typeList) : $modelConfig->type}, $currentVendor, "class='form-control chosen' required");?></td>
       </tr>
       <tr class="vendor-row <?php echo in_array('key', $requiredFields) ? '' : ' hidden'; ?>" data-vendor-field="key">
         <th><?php echo $lang->ai->models->key;?></th>
         <td><?php echo html::input('key', $modelConfig->key, "class='form-control' required");?></td>
       </tr>
+      <tr class="vendor-row <?php echo in_array('secret', $requiredFields) ? '' : ' hidden'; ?>" data-vendor-field="secret">
+        <th><?php echo $lang->ai->models->secret;?></th>
+        <td><?php echo html::input('secret', $modelConfig->secret, "class='form-control' required");?></td>
+      </tr>
       <tr class="vendor-row <?php echo in_array('resource', $requiredFields) ? '' : ' hidden'; ?>" data-vendor-field="resource">
         <th><?php echo $lang->ai->models->resource;?></th>
         <td><?php echo html::input('resource', empty($modelConfig->resource) ? '' : $modelConfig->resource, "class='form-control' required");?></td>
@@ -77,21 +82,30 @@ js::set('vendorList', $config->ai->vendorList);
 </div>
 <script>
 $(function() {
+    $('select[name="type"]').change(function()
+    {
+        var type = $(this).val();
+        var vendorList = vendorListLang[type];
+        $('select[name="vendor"]').html('');
+        for(var vendor in vendorList) $('select[name="vendor"]').append('<option value="' + vendor + '">' + vendorList[vendor] + '</option>');
+        $('select[name="vendor"]').trigger('chosen:updated');
+        $('select[name="vendor"]').trigger('change');
+    });
+    $('select[name="vendor"]').change(function()
+    {
+        var vendor = $(this).val();
+        var requiredFields = vendorList[vendor]['requiredFields'];
+        $('.vendor-row').each(function()
+        {
+            var name = $(this).data('vendor-field');
+            $(this).toggleClass('hidden', !requiredFields.includes(name));
+        });
+    });
     $('select[name="proxyType"]').change(function()
     {
         var proxyType = $(this).val();
         $('#proxyAddrContainer').toggle(proxyType != '');
     });
-    $('select[name="vendor"]').change(function()
-    {
-      var vendor = $(this).val();
-      var requiredFields = vendorList[vendor]['requiredFields'];
-      $('.vendor-row').each(function()
-      {
-        var name = $(this).data('vendor-field');
-        $(this).toggleClass('hidden', !requiredFields.includes(name));
-      });
-    });
     $('#mainForm').on('submit', function()
     {
         $('#testConn').attr('disabled', 'disabled');
diff --git a/module/ai/view/models.html.php b/module/ai/view/models.html.php
index e45b665c85..1d500326e5 100644
--- a/module/ai/view/models.html.php
+++ b/module/ai/view/models.html.php
@@ -11,7 +11,7 @@
 ?>
 <?php include '../../common/view/header.html.php';?>
 <?php
-$currentVendor = empty($modelConfig->vendor) ? key($lang->ai->models->openaiVendorList) : $modelConfig->vendor;
+$currentVendor = empty($modelConfig->vendor) ? key($lang->ai->models->vendorList->{empty($modelConfig->type) ? key($lang->ai->models->typeList) : $modelConfig->type}) : $modelConfig->vendor;
 $requiredFields = $config->ai->vendorList[$currentVendor]['requiredFields'];
 ?>
 <div id='mainContent' class='main-content'>
@@ -22,7 +22,7 @@ $requiredFields = $config->ai->vendorList[$currentVendor]['requiredFields'];
     </tr>
     <tr>
       <th><?php echo $lang->ai->models->vendor;?></th>
-      <td><?php echo empty($modelConfig->vendor) ? $lang->ai->models->unconfigured : $lang->ai->models->openaiVendorList[$modelConfig->vendor]?></td>
+      <td><?php echo (empty($modelConfig->vendor) || empty($modelConfig->type)) ? $lang->ai->models->unconfigured : $lang->ai->models->vendorList->{$modelConfig->type}[$modelConfig->vendor]?></td>
     </tr>
     <?php if(in_array('key', $requiredFields)): ?>
       <tr>
@@ -30,6 +30,12 @@ $requiredFields = $config->ai->vendorList[$currentVendor]['requiredFields'];
         <td><?php echo empty($modelConfig->key) ? $lang->ai->models->unconfigured : ("<code title='{$lang->ai->models->concealTip}'>" . substr_replace($modelConfig->key, '...', 4, strlen($modelConfig->key) - 8) . '</code>'); ?></td>
       </tr>
     <?php endif; ?>
+    <?php if(in_array('secret', $requiredFields)): ?>
+      <tr>
+        <th><?php echo $lang->ai->models->secret; ?></th>
+        <td><?php echo empty($modelConfig->secret) ? $lang->ai->models->unconfigured : ("<code title='{$lang->ai->models->concealTip}'>" . substr_replace($modelConfig->secret, '...', 4, strlen($modelConfig->secret) - 8) . '</code>'); ?></td>
+      </tr>
+    <?php endif; ?>
     <?php if(in_array('resource', $requiredFields)): ?>
       <tr>
         <th><?php echo $lang->ai->models->resource; ?></th>

From bc6080c425cb51ecbc6a6a288bd7bf48a795bef3 Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Sun, 8 Oct 2023 17:32:53 +0800
Subject: [PATCH 3/9] * adapt ai methods for baidu ernie.

---
 module/ai/config.php  |   2 +
 module/ai/control.php |   2 +-
 module/ai/model.php   | 103 +++++++++++++++++++++++++++++++++---------
 3 files changed, 85 insertions(+), 22 deletions(-)

diff --git a/module/ai/config.php b/module/ai/config.php
index 017107d03e..b8f1f1af96 100644
--- a/module/ai/config.php
+++ b/module/ai/config.php
@@ -4,6 +4,8 @@ $config->ai->vendorList['openai']['requiredFields'] = array('key');
 $config->ai->vendorList['azure']['requiredFields']  = array('key', 'resource', 'deployment');
 $config->ai->vendorList['baidu']['requiredFields']  = array('key', 'secret');
 
+$config->ai->models = array('openai-gpt35' => 'openai', 'baidu-ernie' => 'ernie');
+
 /* OpenAI GPT configurations. */
 $config->ai->openai = new stdclass();
 $config->ai->openai->api = new stdclass();
diff --git a/module/ai/control.php b/module/ai/control.php
index 7e2ec3fe07..540d88c0f6 100644
--- a/module/ai/control.php
+++ b/module/ai/control.php
@@ -145,7 +145,7 @@ class ai extends control
 
         $this->ai->setConfig($modelConfig);
 
-        if($currentVendor == 'azure')
+        if($this->config->ai->models[$modelConfig->type] == 'ernie' || $currentVendor == 'azure')
         {
             $messages = array((object)array('role' => 'user', 'content' => 'test'));
             $result = $this->ai->converse($messages, array('maxTokens' => 1));
diff --git a/module/ai/model.php b/module/ai/model.php
index a57c8ee7ac..db4f1b4a85 100644
--- a/module/ai/model.php
+++ b/module/ai/model.php
@@ -79,22 +79,61 @@ class aiModel extends model
      */
     private function makeRequest($type, $data, $timeout = 10)
     {
+        $modelType   = $this->config->ai->models[$this->modelConfig->type];
+        $modelVendor = $this->modelConfig->vendor;
+
         /* Try encoding data to json, handles both encoded json and raw data. */
         $postData = json_encode($data);
         if(json_last_error()) $postData = $data;
 
         /* Set auth and content-type headers. */
-        $requestHeaders = array(sprintf($this->config->ai->openai->api->{$this->modelConfig->vendor}->authFormat, $this->modelConfig->key));
-        $requestHeaders[] = isset($this->config->ai->openai->contentType[$type]) ? $this->config->ai->openai->contentType[$type] : $this->config->ai->openai->contentType[''];
+        $requestHeaders = array();
+        if(isset($this->config->ai->$modelType->api->$modelVendor->authFormat)) $requestHeaders[] = array(sprintf($this->config->ai->$modelType->api->$modelVendor->authFormat, $this->modelConfig->key));
+        $requestHeaders[] = isset($this->config->ai->$modelType->contentType[$type]) ? $this->config->ai->$modelType->contentType[$type] : $this->config->ai->$modelType->contentType[''];
 
         /* Assemble request url. */
-        if($this->modelConfig->vendor == 'azure')
+        if($modelType == 'openai')
         {
-            $url = sprintf($this->config->ai->openai->api->azure->format, $this->config->ai->openai->api->azure->resource, $this->config->ai->openai->api->azure->deployment, $this->config->ai->openai->api->methods[$type], $this->config->ai->openai->api->azure->apiVersion);
+            if($modelVendor == 'azure')
+            {
+                $url = sprintf($this->config->ai->openai->api->azure->format, $this->config->ai->openai->api->azure->resource, $this->config->ai->openai->api->azure->deployment, $this->config->ai->openai->api->methods[$type], $this->config->ai->openai->api->azure->apiVersion);
+            }
+            else
+            {
+                $url = sprintf($this->config->ai->openai->api->openai->format, $this->config->ai->openai->api->openai->version, $this->config->ai->openai->api->methods[$type]);
+            }
         }
-        else
+        elseif($modelType == 'ernie')
         {
-            $url = sprintf($this->config->ai->openai->api->openai->format, $this->config->ai->openai->api->openai->version, $this->config->ai->openai->api->methods[$type]);
+            $clientID     = $this->modelConfig->key;
+            $clientSecret = $this->modelConfig->secret;
+            $authURL = sprintf($this->config->ai->ernie->api->$modelVendor->auth, $clientID, $clientSecret);
+
+            $ch = curl_init();
+            curl_setopt($ch, CURLOPT_URL, $authURL);
+            curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
+            curl_setopt($ch, CURLOPT_CONNECTTIMEOUT, 5);
+            $result = curl_exec($ch);
+            if(!$result || curl_errno($ch))
+            {
+                $response = new stdclass();
+                $response->result  = 'fail';
+                $response->message = curl_error($ch);
+                curl_close($ch);
+                return $response;
+            }
+            $result = json_decode($result);
+            if(json_last_error())
+            {
+                $response = new stdclass();
+                $response->result  = 'fail';
+                $response->message = 'JSON decode error: ' . json_last_error_msg();
+                curl_close($ch);
+                return $response;
+            }
+            $accessToken = $result->access_token;
+
+            $url = sprintf($this->config->ai->ernie->api->$modelVendor->format, $accessToken);
         }
 
         /* Set up requestor. */
@@ -197,20 +236,22 @@ class aiModel extends model
      */
     private function assembleRequestData($type, $data)
     {
+        $modelType = $this->config->ai->models[$this->modelConfig->type];
+
         $postData = new stdclass();
-        $postData->model = $this->config->ai->openai->model->$type;
+        $postData->model = $this->config->ai->$modelType->model->$type;
 
         $data = static::standardizeParams($data);
 
         /* Set required params, abort if missing. */
-        foreach($this->config->ai->openai->params->$type->required as $param)
+        foreach($this->config->ai->$modelType->params->$type->required as $param)
         {
             if(!isset($data->$param)) return false;
             $postData->$param = $data->$param;
         }
 
         /* Set optional params. */
-        foreach($this->config->ai->openai->params->$type->optional as $param)
+        foreach($this->config->ai->$modelType->params->$type->optional as $param)
         {
             if(isset($data->$param)) $postData->$param = $data->$param;
         }
@@ -293,12 +334,24 @@ class aiModel extends model
         $response = $this->decodeResponse($response);
         if(empty($response)) return false;
 
-        /* Extract chat message choices. */
-        if(isset($response->choices) && count($response->choices) > 0)
+        if($this->config->ai->models[$this->modelConfig->type] == 'ernie')
         {
-            $messages = array();
-            foreach($response->choices as $choice) $messages[] = $choice->message->content;
-            return $messages;
+            /* Extract chat message text. */
+            if(!empty($response->result))
+            {
+                $messages = array($response->result);
+                return $messages;
+            }
+        }
+        else
+        {
+            /* Extract chat message choices. */
+            if(isset($response->choices) && count($response->choices) > 0)
+            {
+                $messages = array();
+                foreach($response->choices as $choice) $messages[] = $choice->message->content;
+                return $messages;
+            }
         }
         return false;
     }
@@ -315,15 +368,23 @@ class aiModel extends model
         $response = $this->decodeResponse($response);
         if(empty($response)) return false;
 
-        /* Extract function call choices. */
-        if(isset($response->choices) && count($response->choices) > 0)
+        if($this->config->ai->models[$this->modelConfig->type] == 'ernie')
         {
-            $arguments = array();
-            foreach($response->choices as $choice)
+            /* Extract function call arguments. */
+            if(!empty($response->function_call)) return $response->function_call->arguments;
+        }
+        else
+        {
+            /* Extract function call choices. */
+            if(isset($response->choices) && count($response->choices) > 0)
             {
-                if(!empty($choice->message->function_call)) $arguments[] = $choice->message->function_call->arguments;
+                $arguments = array();
+                foreach($response->choices as $choice)
+                {
+                    if(!empty($choice->message->function_call)) $arguments[] = $choice->message->function_call->arguments;
+                }
+                return $arguments;
             }
-            return $arguments;
         }
         return false;
     }
@@ -990,7 +1051,7 @@ class aiModel extends model
         $schema      = $this->getFunctionCallSchema($prompt->targetForm);
         if(empty($schema)) return -4;
 
-        $response = $this->converseForJSON(array((object)array('role' => 'user', 'content' => $wholePrompt)), $schema);
+        $response = $this->{$this->config->ai->models[$this->modelConfig->type] == 'ernie' ? 'converseTwiceForJSON' : 'converseForJSON'}(array((object)array('role' => 'user', 'content' => $wholePrompt)), $schema);
         if(empty($response)) return -5;
 
         return current($response);

From 10d97f4964030402f568e039f41a843151177163 Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Mon, 9 Oct 2023 08:39:39 +0800
Subject: [PATCH 4/9] * tweak ernie function calling.

---
 module/ai/model.php | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/module/ai/model.php b/module/ai/model.php
index db4f1b4a85..2526ef26c7 100644
--- a/module/ai/model.php
+++ b/module/ai/model.php
@@ -371,7 +371,7 @@ class aiModel extends model
         if($this->config->ai->models[$this->modelConfig->type] == 'ernie')
         {
             /* Extract function call arguments. */
-            if(!empty($response->function_call)) return $response->function_call->arguments;
+            if(!empty($response->function_call)) return array($response->function_call->arguments);
         }
         else
         {
@@ -546,15 +546,14 @@ class aiModel extends model
         $chatResponse = $this->makeRequest('chat', $postData);
         $chatMessages = $this->parseChatResponse($chatResponse);
 
-        $chatMessage = end($chatMessages);
+        $chatMessage = current($chatMessages);
         if(empty($chatMessage)) return false;
 
         /* Second conversation for JSON output. */
-        $messages     = array_merge($this->lang->ai->engineeredPrompts->askForFunctionCalling, array((object)array('role' => 'user', 'content' => $chatMessage)));
-        $functions    = array((object)array('name' => 'function', 'parameters' => $schema));
-        $functionCall = (object)array('name' => 'function');
+        $messages  = array_merge($this->lang->ai->engineeredPrompts->askForFunctionCalling, array((object)array('role' => 'user', 'content' => $chatMessage)));
+        $functions = array((object)array('name' => 'function', 'description' => 'function', 'parameters' => $schema));
 
-        $data = compact('messages', 'functions', 'functionCall');
+        $data = compact('messages', 'functions');
         if(!empty($options))
         {
             foreach($options as $key => $value) $data[$key] = $value;

From 497f40d55a902c5151ab2f89a9b4a06811684a59 Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Tue, 10 Oct 2023 08:46:54 +0800
Subject: [PATCH 5/9] * fix openai authentication headers.

---
 module/ai/model.php | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/module/ai/model.php b/module/ai/model.php
index 2526ef26c7..79893fb98a 100644
--- a/module/ai/model.php
+++ b/module/ai/model.php
@@ -88,7 +88,7 @@ class aiModel extends model
 
         /* Set auth and content-type headers. */
         $requestHeaders = array();
-        if(isset($this->config->ai->$modelType->api->$modelVendor->authFormat)) $requestHeaders[] = array(sprintf($this->config->ai->$modelType->api->$modelVendor->authFormat, $this->modelConfig->key));
+        if(isset($this->config->ai->$modelType->api->$modelVendor->authFormat)) $requestHeaders[] = sprintf($this->config->ai->$modelType->api->$modelVendor->authFormat, $this->modelConfig->key);
         $requestHeaders[] = isset($this->config->ai->$modelType->contentType[$type]) ? $this->config->ai->$modelType->contentType[$type] : $this->config->ai->$modelType->contentType[''];
 
         /* Assemble request url. */

From 070486a9187bcb8360ea22f64cae51682080a9b8 Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Tue, 10 Oct 2023 09:30:25 +0800
Subject: [PATCH 6/9] * add exception for the scenario where the second step
 function call fails.

---
 module/ai/control.php    | 10 ++++++++--
 module/ai/lang/de.php    |  3 +++
 module/ai/lang/en.php    |  3 +++
 module/ai/lang/fr.php    |  3 +++
 module/ai/lang/zh-cn.php |  3 +++
 module/ai/model.php      | 43 ++++++++++++++++++++++++++++++++++++++++
 6 files changed, 63 insertions(+), 2 deletions(-)

diff --git a/module/ai/control.php b/module/ai/control.php
index 540d88c0f6..a5a5860021 100644
--- a/module/ai/control.php
+++ b/module/ai/control.php
@@ -518,10 +518,16 @@ class ai extends control
         if(empty($location)) return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->failReasons['noTargetForm'])));
         if(!empty($stop))    return header("location: $location", true, 302);
 
-        $response = $this->ai->executePrompt($prompt, $object);
+        try
+        {
+            $response = $this->ai->executePrompt($prompt, $object);
+        }
+        catch(AIResponseException $e)
+        {
+            return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $e->getMessage())));
+        }
         if(is_int($response)) return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->executeErrors["$response"]) . (empty($this->ai->errors) ? '' : implode(', ', $this->ai->errors))));
         if(empty($response))  return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->failReasons['noResponse'])));
-
         $this->ai->setInjectData($prompt->targetForm, $response);
 
         $_SESSION['aiPrompt']['prompt']   = $prompt;
diff --git a/module/ai/lang/de.php b/module/ai/lang/de.php
index 5e7cc8282b..8c774bd008 100644
--- a/module/ai/lang/de.php
+++ b/module/ai/lang/de.php
@@ -796,3 +796,6 @@ $lang->ai->audit->backLocationList[1] = 'back to audit page and regenerate.';
 
 $lang->ai->engineeredPrompts = new stdclass();
 $lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => 'Please convert my next message into a function call.'), (object)array('role' => 'assistant', 'content' => 'Sure, I\'ll convert your next message into a function call.'));
+
+$lang->ai->aiResponseException = array();
+$lang->ai->aiResponseException['notFunctionCalling'] = 'The response is not a function calling';
diff --git a/module/ai/lang/en.php b/module/ai/lang/en.php
index 5e7cc8282b..8c774bd008 100644
--- a/module/ai/lang/en.php
+++ b/module/ai/lang/en.php
@@ -796,3 +796,6 @@ $lang->ai->audit->backLocationList[1] = 'back to audit page and regenerate.';
 
 $lang->ai->engineeredPrompts = new stdclass();
 $lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => 'Please convert my next message into a function call.'), (object)array('role' => 'assistant', 'content' => 'Sure, I\'ll convert your next message into a function call.'));
+
+$lang->ai->aiResponseException = array();
+$lang->ai->aiResponseException['notFunctionCalling'] = 'The response is not a function calling';
diff --git a/module/ai/lang/fr.php b/module/ai/lang/fr.php
index 5e7cc8282b..8c774bd008 100644
--- a/module/ai/lang/fr.php
+++ b/module/ai/lang/fr.php
@@ -796,3 +796,6 @@ $lang->ai->audit->backLocationList[1] = 'back to audit page and regenerate.';
 
 $lang->ai->engineeredPrompts = new stdclass();
 $lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => 'Please convert my next message into a function call.'), (object)array('role' => 'assistant', 'content' => 'Sure, I\'ll convert your next message into a function call.'));
+
+$lang->ai->aiResponseException = array();
+$lang->ai->aiResponseException['notFunctionCalling'] = 'The response is not a function calling';
diff --git a/module/ai/lang/zh-cn.php b/module/ai/lang/zh-cn.php
index 11953d6b0b..0ba9bc0cf3 100644
--- a/module/ai/lang/zh-cn.php
+++ b/module/ai/lang/zh-cn.php
@@ -797,3 +797,6 @@ $lang->ai->audit->backLocationList[1] = '返回调试页面并重新生成';
 
 $lang->ai->engineeredPrompts = new stdclass();
 $lang->ai->engineeredPrompts->askForFunctionCalling = array((object)array('role' => 'user', 'content' => '请把我所发的下一条消息内容转换为 function 调用。'), (object)array('role' => 'assistant', 'content' => '好的，我会把下一条消息转换为 function 调用。'));
+
+$lang->ai->aiResponseException = array();
+$lang->ai->aiResponseException['notFunctionCalling'] = 'AI 提词执行返回值结构不正确，请重试（可能可以通过优化提词来解决）';
diff --git a/module/ai/model.php b/module/ai/model.php
index 79893fb98a..4d605d7281 100644
--- a/module/ai/model.php
+++ b/module/ai/model.php
@@ -372,6 +372,7 @@ class aiModel extends model
         {
             /* Extract function call arguments. */
             if(!empty($response->function_call)) return array($response->function_call->arguments);
+            throw new AIResponseException('notFunctionCalling', $response);
         }
         else
         {
@@ -530,6 +531,7 @@ class aiModel extends model
      * @param  array  $options   optional params, see https://platform.openai.com/docs/api-reference/chat/create
      * @access public
      * @return mixed  false if error, array of JSON object if success
+     * @throws AIResponseException
      */
     public function converseTwiceForJSON($messages, $schema, $options = array())
     {
@@ -1033,6 +1035,7 @@ class aiModel extends model
      * @param  int|object    $object    object (or id) to execute prompt on.
      * @access public
      * @return string|int    returns either JSON string or negative integer on error.
+     * @throws AIResponseException
      */
     public function executePrompt($prompt, $object)
     {
@@ -1728,3 +1731,43 @@ class aiModel extends model
         return true;
     }
 }
+
+/**
+ * Exception class for response from AI.
+ */
+class AIResponseException extends Exception
+{
+    /**
+     * Type of response error, error messages are defined in lang files with type as key.
+     *
+     * See `$lang->ai->aiResponseException`.
+     *
+     * @var    string
+     * @access public
+     */
+    public $type;
+
+    /**
+     * Response with error.
+     *
+     * @var    string|object
+     * @access public
+     */
+    public $response;
+
+    /**
+     * Create a AIResponseException, load error message from lang file.
+     *
+     * @param  string        $type
+     * @param  string|object $response
+     * @access public
+     * @return void
+     */
+    public function __construct($type, $response)
+    {
+        global $app;
+        $this->type     = $type;
+        $this->response = $response;
+        $this->message  = zget($app->lang->ai->aiResponseException, $type, '');
+    }
+}

From 351ca304d30342ce99145e4be190bb0b5dfcecaa Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Tue, 10 Oct 2023 09:47:24 +0800
Subject: [PATCH 7/9] * show prompts as model neutral.

---
 module/ai/lang/de.php              | 39 +++++++++++++++---------------
 module/ai/lang/en.php              | 39 +++++++++++++++---------------
 module/ai/lang/fr.php              | 39 +++++++++++++++---------------
 module/ai/lang/zh-cn.php           | 39 +++++++++++++++---------------
 module/ai/view/promptview.html.php |  2 +-
 5 files changed, 81 insertions(+), 77 deletions(-)

diff --git a/module/ai/lang/de.php b/module/ai/lang/de.php
index 8c774bd008..79e258181d 100644
--- a/module/ai/lang/de.php
+++ b/module/ai/lang/de.php
@@ -59,25 +59,26 @@ $lang->ai->validate->dirtyForm     = 'The design step of %s has changed. Do you
 $lang->ai->validate->nameNotUnique = 'A prompt with the same name already exists, please change the name.';
 
 $lang->ai->prompts = new stdclass();
-$lang->ai->prompts->common      = 'Prompt';
-$lang->ai->prompts->emptyList   = 'No prompts yet.';
-$lang->ai->prompts->create      = 'Create Prompt';
-$lang->ai->prompts->edit        = 'Edit Prompt';
-$lang->ai->prompts->id          = 'ID';
-$lang->ai->prompts->name        = 'Name';
-$lang->ai->prompts->description = 'Description';
-$lang->ai->prompts->createdBy   = 'Creator';
-$lang->ai->prompts->createdDate = 'Created Date';
-$lang->ai->prompts->targetForm  = 'Target Form';
-$lang->ai->prompts->funcDesc    = 'Function Description';
-$lang->ai->prompts->deleted     = 'Deleted';
-$lang->ai->prompts->stage       = 'Stage';
-$lang->ai->prompts->basicInfo   = 'Basic Info';
-$lang->ai->prompts->editInfo    = 'Edit Info';
-$lang->ai->prompts->createdBy   = 'Created By';
-$lang->ai->prompts->publishedBy = 'Published By';
-$lang->ai->prompts->draftedBy   = 'Drafted By';
-$lang->ai->prompts->lastEditor  = 'Last Editor';
+$lang->ai->prompts->common       = 'Prompt';
+$lang->ai->prompts->emptyList    = 'No prompts yet.';
+$lang->ai->prompts->create       = 'Create Prompt';
+$lang->ai->prompts->edit         = 'Edit Prompt';
+$lang->ai->prompts->id           = 'ID';
+$lang->ai->prompts->name         = 'Name';
+$lang->ai->prompts->description  = 'Description';
+$lang->ai->prompts->createdBy    = 'Creator';
+$lang->ai->prompts->createdDate  = 'Created Date';
+$lang->ai->prompts->targetForm   = 'Target Form';
+$lang->ai->prompts->funcDesc     = 'Function Description';
+$lang->ai->prompts->deleted      = 'Deleted';
+$lang->ai->prompts->stage        = 'Stage';
+$lang->ai->prompts->basicInfo    = 'Basic Info';
+$lang->ai->prompts->editInfo     = 'Edit Info';
+$lang->ai->prompts->createdBy    = 'Created By';
+$lang->ai->prompts->publishedBy  = 'Published By';
+$lang->ai->prompts->draftedBy    = 'Drafted By';
+$lang->ai->prompts->lastEditor   = 'Last Editor';
+$lang->ai->prompts->modelNeutral = 'Model Neutral';
 
 $lang->ai->prompts->summary = 'There are %s prompts on this page.';
 
diff --git a/module/ai/lang/en.php b/module/ai/lang/en.php
index 8c774bd008..79e258181d 100644
--- a/module/ai/lang/en.php
+++ b/module/ai/lang/en.php
@@ -59,25 +59,26 @@ $lang->ai->validate->dirtyForm     = 'The design step of %s has changed. Do you
 $lang->ai->validate->nameNotUnique = 'A prompt with the same name already exists, please change the name.';
 
 $lang->ai->prompts = new stdclass();
-$lang->ai->prompts->common      = 'Prompt';
-$lang->ai->prompts->emptyList   = 'No prompts yet.';
-$lang->ai->prompts->create      = 'Create Prompt';
-$lang->ai->prompts->edit        = 'Edit Prompt';
-$lang->ai->prompts->id          = 'ID';
-$lang->ai->prompts->name        = 'Name';
-$lang->ai->prompts->description = 'Description';
-$lang->ai->prompts->createdBy   = 'Creator';
-$lang->ai->prompts->createdDate = 'Created Date';
-$lang->ai->prompts->targetForm  = 'Target Form';
-$lang->ai->prompts->funcDesc    = 'Function Description';
-$lang->ai->prompts->deleted     = 'Deleted';
-$lang->ai->prompts->stage       = 'Stage';
-$lang->ai->prompts->basicInfo   = 'Basic Info';
-$lang->ai->prompts->editInfo    = 'Edit Info';
-$lang->ai->prompts->createdBy   = 'Created By';
-$lang->ai->prompts->publishedBy = 'Published By';
-$lang->ai->prompts->draftedBy   = 'Drafted By';
-$lang->ai->prompts->lastEditor  = 'Last Editor';
+$lang->ai->prompts->common       = 'Prompt';
+$lang->ai->prompts->emptyList    = 'No prompts yet.';
+$lang->ai->prompts->create       = 'Create Prompt';
+$lang->ai->prompts->edit         = 'Edit Prompt';
+$lang->ai->prompts->id           = 'ID';
+$lang->ai->prompts->name         = 'Name';
+$lang->ai->prompts->description  = 'Description';
+$lang->ai->prompts->createdBy    = 'Creator';
+$lang->ai->prompts->createdDate  = 'Created Date';
+$lang->ai->prompts->targetForm   = 'Target Form';
+$lang->ai->prompts->funcDesc     = 'Function Description';
+$lang->ai->prompts->deleted      = 'Deleted';
+$lang->ai->prompts->stage        = 'Stage';
+$lang->ai->prompts->basicInfo    = 'Basic Info';
+$lang->ai->prompts->editInfo     = 'Edit Info';
+$lang->ai->prompts->createdBy    = 'Created By';
+$lang->ai->prompts->publishedBy  = 'Published By';
+$lang->ai->prompts->draftedBy    = 'Drafted By';
+$lang->ai->prompts->lastEditor   = 'Last Editor';
+$lang->ai->prompts->modelNeutral = 'Model Neutral';
 
 $lang->ai->prompts->summary = 'There are %s prompts on this page.';
 
diff --git a/module/ai/lang/fr.php b/module/ai/lang/fr.php
index 8c774bd008..79e258181d 100644
--- a/module/ai/lang/fr.php
+++ b/module/ai/lang/fr.php
@@ -59,25 +59,26 @@ $lang->ai->validate->dirtyForm     = 'The design step of %s has changed. Do you
 $lang->ai->validate->nameNotUnique = 'A prompt with the same name already exists, please change the name.';
 
 $lang->ai->prompts = new stdclass();
-$lang->ai->prompts->common      = 'Prompt';
-$lang->ai->prompts->emptyList   = 'No prompts yet.';
-$lang->ai->prompts->create      = 'Create Prompt';
-$lang->ai->prompts->edit        = 'Edit Prompt';
-$lang->ai->prompts->id          = 'ID';
-$lang->ai->prompts->name        = 'Name';
-$lang->ai->prompts->description = 'Description';
-$lang->ai->prompts->createdBy   = 'Creator';
-$lang->ai->prompts->createdDate = 'Created Date';
-$lang->ai->prompts->targetForm  = 'Target Form';
-$lang->ai->prompts->funcDesc    = 'Function Description';
-$lang->ai->prompts->deleted     = 'Deleted';
-$lang->ai->prompts->stage       = 'Stage';
-$lang->ai->prompts->basicInfo   = 'Basic Info';
-$lang->ai->prompts->editInfo    = 'Edit Info';
-$lang->ai->prompts->createdBy   = 'Created By';
-$lang->ai->prompts->publishedBy = 'Published By';
-$lang->ai->prompts->draftedBy   = 'Drafted By';
-$lang->ai->prompts->lastEditor  = 'Last Editor';
+$lang->ai->prompts->common       = 'Prompt';
+$lang->ai->prompts->emptyList    = 'No prompts yet.';
+$lang->ai->prompts->create       = 'Create Prompt';
+$lang->ai->prompts->edit         = 'Edit Prompt';
+$lang->ai->prompts->id           = 'ID';
+$lang->ai->prompts->name         = 'Name';
+$lang->ai->prompts->description  = 'Description';
+$lang->ai->prompts->createdBy    = 'Creator';
+$lang->ai->prompts->createdDate  = 'Created Date';
+$lang->ai->prompts->targetForm   = 'Target Form';
+$lang->ai->prompts->funcDesc     = 'Function Description';
+$lang->ai->prompts->deleted      = 'Deleted';
+$lang->ai->prompts->stage        = 'Stage';
+$lang->ai->prompts->basicInfo    = 'Basic Info';
+$lang->ai->prompts->editInfo     = 'Edit Info';
+$lang->ai->prompts->createdBy    = 'Created By';
+$lang->ai->prompts->publishedBy  = 'Published By';
+$lang->ai->prompts->draftedBy    = 'Drafted By';
+$lang->ai->prompts->lastEditor   = 'Last Editor';
+$lang->ai->prompts->modelNeutral = 'Model Neutral';
 
 $lang->ai->prompts->summary = 'There are %s prompts on this page.';
 
diff --git a/module/ai/lang/zh-cn.php b/module/ai/lang/zh-cn.php
index 0ba9bc0cf3..b7eefa07e5 100644
--- a/module/ai/lang/zh-cn.php
+++ b/module/ai/lang/zh-cn.php
@@ -59,25 +59,26 @@ $lang->ai->validate->dirtyForm     = '%s的参数配置已变动，是否保存
 $lang->ai->validate->nameNotUnique = '该名称已使用，请尝试其他名称。';
 
 $lang->ai->prompts = new stdclass();
-$lang->ai->prompts->common      = '提词';
-$lang->ai->prompts->emptyList   = '暂时没有提词。';
-$lang->ai->prompts->create      = '创建提词';
-$lang->ai->prompts->edit        = '编辑提词';
-$lang->ai->prompts->id          = 'ID';
-$lang->ai->prompts->name        = '名称';
-$lang->ai->prompts->description = '描述';
-$lang->ai->prompts->createdBy   = '创建者';
-$lang->ai->prompts->createdDate = '创建时间';
-$lang->ai->prompts->targetForm  = '表单';
-$lang->ai->prompts->funcDesc    = '功能描述';
-$lang->ai->prompts->deleted     = '已删除';
-$lang->ai->prompts->stage       = '阶段';
-$lang->ai->prompts->basicInfo   = '基本信息';
-$lang->ai->prompts->editInfo    = '创建编辑';
-$lang->ai->prompts->createdBy   = '由谁创建';
-$lang->ai->prompts->publishedBy = '由谁发布';
-$lang->ai->prompts->draftedBy   = '由谁下架';
-$lang->ai->prompts->lastEditor  = '最后编辑';
+$lang->ai->prompts->common       = '提词';
+$lang->ai->prompts->emptyList    = '暂时没有提词。';
+$lang->ai->prompts->create       = '创建提词';
+$lang->ai->prompts->edit         = '编辑提词';
+$lang->ai->prompts->id           = 'ID';
+$lang->ai->prompts->name         = '名称';
+$lang->ai->prompts->description  = '描述';
+$lang->ai->prompts->createdBy    = '创建者';
+$lang->ai->prompts->createdDate  = '创建时间';
+$lang->ai->prompts->targetForm   = '表单';
+$lang->ai->prompts->funcDesc     = '功能描述';
+$lang->ai->prompts->deleted      = '已删除';
+$lang->ai->prompts->stage        = '阶段';
+$lang->ai->prompts->basicInfo    = '基本信息';
+$lang->ai->prompts->editInfo     = '创建编辑';
+$lang->ai->prompts->createdBy    = '由谁创建';
+$lang->ai->prompts->publishedBy  = '由谁发布';
+$lang->ai->prompts->draftedBy    = '由谁下架';
+$lang->ai->prompts->lastEditor   = '最后编辑';
+$lang->ai->prompts->modelNeutral = '通用';
 
 $lang->ai->prompts->summary = '本页共 %s 个提词。';
 
diff --git a/module/ai/view/promptview.html.php b/module/ai/view/promptview.html.php
index 92efe18bd0..d49fe8b1a6 100644
--- a/module/ai/view/promptview.html.php
+++ b/module/ai/view/promptview.html.php
@@ -110,7 +110,7 @@
             </tr>
             <tr>
               <th class="w-90px"><?php echo $lang->prompt->model; ?></th>
-              <td><?php echo $lang->ai->models->typeList['openai-gpt35']; ?></td>
+              <td><?php echo $lang->ai->prompts->modelNeutral; ?></td>
             </tr>
             </tbody>
           </table>

From eeb77c6e8817b66b228cebf777c5a517e4ef17ae Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Tue, 10 Oct 2023 09:49:22 +0800
Subject: [PATCH 8/9] * refactor.

---
 module/ai/control.php | 1 +
 1 file changed, 1 insertion(+)

diff --git a/module/ai/control.php b/module/ai/control.php
index a5a5860021..d73e33181d 100644
--- a/module/ai/control.php
+++ b/module/ai/control.php
@@ -528,6 +528,7 @@ class ai extends control
         }
         if(is_int($response)) return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->executeErrors["$response"]) . (empty($this->ai->errors) ? '' : implode(', ', $this->ai->errors))));
         if(empty($response))  return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->failReasons['noResponse'])));
+
         $this->ai->setInjectData($prompt->targetForm, $response);
 
         $_SESSION['aiPrompt']['prompt']   = $prompt;

From d2380703b690519d3f88d30ec5b3e6ce36061583 Mon Sep 17 00:00:00 2001
From: liwenrui <liwenrui@easycorp.ltd>
Date: Tue, 10 Oct 2023 11:03:51 +0800
Subject: [PATCH 9/9] * quit audit on exception.

---
 module/ai/control.php | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/module/ai/control.php b/module/ai/control.php
index d73e33181d..8fccd5a9f2 100644
--- a/module/ai/control.php
+++ b/module/ai/control.php
@@ -518,14 +518,23 @@ class ai extends control
         if(empty($location)) return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->failReasons['noTargetForm'])));
         if(!empty($stop))    return header("location: $location", true, 302);
 
+        /* Execute prompt and catch exceptions. */
         try
         {
             $response = $this->ai->executePrompt($prompt, $object);
         }
         catch(AIResponseException $e)
         {
-            return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $e->getMessage())));
+            $output = array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $e->getMessage()));
+
+            /* Audition shall quit on such exception. */
+            if(isset($_SESSION['auditPrompt']) && time() - $_SESSION['auditPrompt']['time'] < 10 * 60)
+            {
+                $output['locate'] = $this->inlink('promptAudit', "promptID=$promptId&objectId=$objectId&exit=true");
+            }
+            return $this->send($output);
         }
+
         if(is_int($response)) return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->executeErrors["$response"]) . (empty($this->ai->errors) ? '' : implode(', ', $this->ai->errors))));
         if(empty($response))  return $this->send(array('result' => 'fail', 'message' => sprintf($this->lang->ai->execute->failFormat, $this->lang->ai->execute->failReasons['noResponse'])));