diff --git a/README.md b/README.md
index 687f03f..13640ab 100644
--- a/README.md
+++ b/README.md
@@ -122,7 +122,7 @@ https://private-user-images.githubusercontent.com/55657767/420212194-e813fc05-13
 - **Browser Automation**: Utilize the Playwright framework for simulating browser interactions, including scrolling, clicking, input handling, downloading, navigation, and more.
 - **Document Parsing**: Extract content from Word, Excel, PDF, and PowerPoint files, converting them into text or Markdown format.
 - **Code Execution**: Write and execute Python code using interpreter.
-- **Built-in Toolkits**: Access to a comprehensive set of built-in toolkits including ArxivToolkit, AudioAnalysisToolkit, CodeExecutionToolkit, DalleToolkit, DataCommonsToolkit, ExcelToolkit, GitHubToolkit, GoogleMapsToolkit, GoogleScholarToolkit, ImageAnalysisToolkit, MathToolkit, NetworkXToolkit, NotionToolkit, OpenAPIToolkit, RedditToolkit, SearchToolkit, SemanticScholarToolkit, SymPyToolkit, VideoAnalysisToolkit, WeatherToolkit, WebToolkit, and many more for specialized tasks.
+- **Built-in Toolkits**: Access to a comprehensive set of built-in toolkits including ArxivToolkit, AudioAnalysisToolkit, CodeExecutionToolkit, DalleToolkit, DataCommonsToolkit, ExcelToolkit, GitHubToolkit, GoogleMapsToolkit, GoogleScholarToolkit, ImageAnalysisToolkit, MathToolkit, NetworkXToolkit, NotionToolkit, OpenAPIToolkit, RedditToolkit, SearchToolkit, SemanticScholarToolkit, SymPyToolkit, VideoAnalysisToolkit, WeatherToolkit, BrowserToolkit, and many more for specialized tasks.
 
 # 🛠️ Installation
 
@@ -362,7 +362,7 @@ OWL supports various toolkits that can be customized by modifying the `tools` li
 ```python
 # Configure toolkits
 tools = [
-    *WebToolkit(headless=False).get_tools(),  # Browser automation
+    *BrowserToolkit(headless=False).get_tools(),  # Browser automation
     *VideoAnalysisToolkit(model=models["video"]).get_tools(),
     *AudioAnalysisToolkit().get_tools(),  # Requires OpenAI Key
     *CodeExecutionToolkit(sandbox="subprocess").get_tools(),
@@ -381,7 +381,7 @@ tools = [
 Key toolkits include:
 
 ### Multimodal Toolkits (Require multimodal model capabilities)
-- **WebToolkit**: Browser automation for web interaction and navigation
+- **BrowserToolkit**: Browser automation for web interaction and navigation
 - **VideoAnalysisToolkit**: Video processing and content analysis
 - **ImageAnalysisToolkit**: Image analysis and interpretation
 
@@ -399,11 +399,11 @@ To customize available tools:
 
 ```python
 # 1. Import toolkits
-from camel.toolkits import WebToolkit, SearchToolkit, CodeExecutionToolkit
+from camel.toolkits import BrowserToolkit, SearchToolkit, CodeExecutionToolkit
 
 # 2. Configure tools list
 tools = [
-    *WebToolkit(headless=True).get_tools(),
+    *BrowserToolkit(headless=True).get_tools(),
     SearchToolkit().search_wiki,
     *CodeExecutionToolkit(sandbox="subprocess").get_tools(),
 ]
diff --git a/README_zh.md b/README_zh.md
index ac40fed..b7fd579 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -123,7 +123,7 @@ https://private-user-images.githubusercontent.com/55657767/420212194-e813fc05-13
 - **浏览器操作**：借助Playwright框架开发浏览器模拟交互，支持页面滚动、点击、输入、下载、历史回退等功能
 - **文件解析**：word、excel、PDF、PowerPoint信息提取，内容转文本/Markdown
 - **代码执行**：编写python代码，并使用解释器运行
-- **丰富工具包**：提供丰富的工具包，包括ArxivToolkit（学术论文检索）、AudioAnalysisToolkit（音频分析）、CodeExecutionToolkit（代码执行）、DalleToolkit（图像生成）、DataCommonsToolkit（数据共享）、ExcelToolkit（Excel处理）、GitHubToolkit（GitHub交互）、GoogleMapsToolkit（地图服务）、GoogleScholarToolkit（学术搜索）、ImageAnalysisToolkit（图像分析）、MathToolkit（数学计算）、NetworkXToolkit（图形分析）、NotionToolkit（Notion交互）、OpenAPIToolkit（API操作）、RedditToolkit（Reddit交互）、SearchToolkit（搜索服务）、SemanticScholarToolkit（语义学术搜索）、SymPyToolkit（符号计算）、VideoAnalysisToolkit（视频分析）、WeatherToolkit（天气查询）、WebToolkit（网页交互）等多种专业工具，满足各类特定任务需求。
+- **丰富工具包**：提供丰富的工具包，包括ArxivToolkit（学术论文检索）、AudioAnalysisToolkit（音频分析）、CodeExecutionToolkit（代码执行）、DalleToolkit（图像生成）、DataCommonsToolkit（数据共享）、ExcelToolkit（Excel处理）、GitHubToolkit（GitHub交互）、GoogleMapsToolkit（地图服务）、GoogleScholarToolkit（学术搜索）、ImageAnalysisToolkit（图像分析）、MathToolkit（数学计算）、NetworkXToolkit（图形分析）、NotionToolkit（Notion交互）、OpenAPIToolkit（API操作）、RedditToolkit（Reddit交互）、SearchToolkit（搜索服务）、SemanticScholarToolkit（语义学术搜索）、SymPyToolkit（符号计算）、VideoAnalysisToolkit（视频分析）、WeatherToolkit（天气查询）、BrowserToolkit（网页交互）等多种专业工具，满足各类特定任务需求。
 
 # 🛠️ 安装
 
@@ -356,7 +356,7 @@ OWL支持多种工具包，可通过修改脚本中的`tools`列表进行自定
 ```python
 # 配置工具包
 tools = [
-    *WebToolkit(headless=False).get_tools(),  # 浏览器自动化
+    *BrowserToolkit(headless=False).get_tools(),  # 浏览器自动化
     *VideoAnalysisToolkit(model=models["video"]).get_tools(),
     *AudioAnalysisToolkit().get_tools(),  # 需要OpenAI API密钥
     *CodeExecutionToolkit(sandbox="subprocess").get_tools(),
@@ -375,7 +375,7 @@ tools = [
 关键工具包包括：
 
 ### 多模态工具包（需要模型具备多模态能力）
-- **WebToolkit**：浏览器自动化，用于网页交互和导航
+- **BrowserToolkit**：浏览器自动化，用于网页交互和导航
 - **VideoAnalysisToolkit**：视频处理和内容分析
 - **ImageAnalysisToolkit**：图像分析和解释
 
@@ -393,11 +393,11 @@ tools = [
 
 ```python
 # 1. 导入工具包
-from camel.toolkits import WebToolkit, SearchToolkit, CodeExecutionToolkit
+from camel.toolkits import BrowserToolkit, SearchToolkit, CodeExecutionToolkit
 
 # 2. 配置工具列表
 tools = [
-    *WebToolkit(headless=True).get_tools(),
+    *BrowserToolkit(headless=True).get_tools(),
     SearchToolkit().search_wiki,
     *CodeExecutionToolkit(sandbox="subprocess").get_tools(),
 ]
diff --git a/owl/run.py b/owl/run.py
index 823dc08..2d562ea 100644
--- a/owl/run.py
+++ b/owl/run.py
@@ -20,7 +20,7 @@ from camel.toolkits import (
     ImageAnalysisToolkit,
     SearchToolkit,
     VideoAnalysisToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
 )
 from camel.types import ModelPlatformType, ModelType
@@ -84,7 +84,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_gaia_roleplaying.py b/owl/run_gaia_roleplaying.py
index d375c4c..ff4b90b 100644
--- a/owl/run_gaia_roleplaying.py
+++ b/owl/run_gaia_roleplaying.py
@@ -26,7 +26,7 @@ from camel.toolkits import (
     ImageAnalysisToolkit,
     SearchToolkit,
     VideoAnalysisToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
 )
 from camel.types import ModelPlatformType, ModelType
@@ -91,7 +91,7 @@ def main():
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_mini.py b/owl/run_mini.py
index 82fa2b7..a20849e 100644
--- a/owl/run_mini.py
+++ b/owl/run_mini.py
@@ -16,7 +16,7 @@ from dotenv import load_dotenv
 from camel.models import ModelFactory
 from camel.toolkits import (
     SearchToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
 )
 from camel.types import ModelPlatformType, ModelType
@@ -65,7 +65,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_ollama.py b/owl/run_ollama.py
index 5f45090..55f1b8a 100644
--- a/owl/run_ollama.py
+++ b/owl/run_ollama.py
@@ -20,7 +20,7 @@ from camel.toolkits import (
     ExcelToolkit,
     ImageAnalysisToolkit,
     SearchToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
 )
 from camel.types import ModelPlatformType
@@ -80,7 +80,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_openai_compatiable_model.py b/owl/run_openai_compatiable_model.py
index fa8a08e..fd271ce 100644
--- a/owl/run_openai_compatiable_model.py
+++ b/owl/run_openai_compatiable_model.py
@@ -20,7 +20,7 @@ from camel.toolkits import (
     ExcelToolkit,
     ImageAnalysisToolkit,
     SearchToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
 )
 from camel.types import ModelPlatformType
@@ -85,7 +85,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_qwen_mini_zh.py b/owl/run_qwen_mini_zh.py
index d48298a..d602315 100644
--- a/owl/run_qwen_mini_zh.py
+++ b/owl/run_qwen_mini_zh.py
@@ -19,7 +19,7 @@
 from dotenv import load_dotenv
 
 from camel.models import ModelFactory
-from camel.toolkits import WebToolkit, SearchToolkit, FileWriteToolkit
+from camel.toolkits import BrowserToolkit, SearchToolkit, FileWriteToolkit
 from camel.types import ModelPlatformType, ModelType
 
 from utils import OwlRolePlaying, run_society
@@ -62,7 +62,7 @@ def construct_society(question: str) -> OwlRolePlaying:
     )
 
     tools_list = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,
             web_agent_model=web_model,
             planning_agent_model=planning_model,
diff --git a/owl/run_qwen_zh.py b/owl/run_qwen_zh.py
index fb3106f..dceb851 100644
--- a/owl/run_qwen_zh.py
+++ b/owl/run_qwen_zh.py
@@ -24,7 +24,7 @@ from camel.toolkits import (
     ImageAnalysisToolkit,
     SearchToolkit,
     VideoAnalysisToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
 )
 from camel.types import ModelPlatformType, ModelType
@@ -90,7 +90,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_terminal.py b/owl/run_terminal.py
index 94a0b26..3741a7e 100644
--- a/owl/run_terminal.py
+++ b/owl/run_terminal.py
@@ -16,7 +16,7 @@ import os
 from camel.models import ModelFactory
 from camel.toolkits import (
     SearchToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
     TerminalToolkit
 )
@@ -67,7 +67,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/run_terminal_zh.py b/owl/run_terminal_zh.py
index 48fc1ed..2582c24 100644
--- a/owl/run_terminal_zh.py
+++ b/owl/run_terminal_zh.py
@@ -16,7 +16,7 @@ from dotenv import load_dotenv
 from camel.models import ModelFactory
 from camel.toolkits import (
     SearchToolkit,
-    WebToolkit,
+    BrowserToolkit,
     FileWriteToolkit,
     TerminalToolkit
 )
@@ -68,7 +68,7 @@ def construct_society(question: str) -> OwlRolePlaying:
 
     # Configure toolkits
     tools = [
-        *WebToolkit(
+        *BrowserToolkit(
             headless=False,  # Set to True for headless mode (e.g., on remote servers)
             web_agent_model=models["web"],
             planning_agent_model=models["planning"],
diff --git a/owl/utils/document_toolkit.py b/owl/utils/document_toolkit.py
index 192d1f1..5d81ce4 100644
--- a/owl/utils/document_toolkit.py
+++ b/owl/utils/document_toolkit.py
@@ -144,12 +144,11 @@ class DocumentProcessingToolkit(BaseToolkit):
                 return True, extracted_text
             try:
                 result = asyncio.run(self._extract_content_with_chunkr(document_path))
-                raise ValueError("Chunkr is not available.")
                 return True, result
 
             except Exception as e:
                 logger.warning(
-                    f"Error occurred while using chunkr to process document: {e}"
+                    f"Error occurred while using Chunkr to process document: {e}"
                 )
                 if document_path.endswith(".pdf"):
                     # try using pypdf to extract text from pdf
@@ -226,7 +225,7 @@ class DocumentProcessingToolkit(BaseToolkit):
 
         if result.status == "Failed":
             logger.error(
-                f"Error while processing document {document_path}: {result.message}"
+                f"Error while processing document {document_path}: {result.message} using Chunkr."
             )
             return f"Error while processing document: {result.message}"
 
diff --git a/owl/utils/gaia.py b/owl/utils/gaia.py
index 07f1827..a133a26 100644
--- a/owl/utils/gaia.py
+++ b/owl/utils/gaia.py
@@ -191,15 +191,10 @@ class GAIABenchmark(BaseBenchmark):
             except Exception as e:
                 logger.warning(e)
                 # raise FileNotFoundError(f"{self.save_to} does not exist.")
-
+        datas = [data for data in datas if not self._check_task_completed(data["task_id"])]
+        logger.info(f"Number of tasks to be processed: {len(datas)}")
         # Process tasks
         for task in tqdm(datas, desc="Running"):
-            if self._check_task_completed(task["task_id"]):
-                logger.info(
-                    f"The following task is already completed:\n task id: {task['task_id']}, question: {task['Question']}"
-                )
-                continue
-
             if_prepared_task, info = self._prepare_task(task)
             if not if_prepared_task:
                 _result_info = {