diff --git a/community_usecase/Smart_city_research/main.py b/community_usecase/Smart_city_research/main.py
new file mode 100644
index 000000000..1514ab38e
--- /dev/null
+++ b/community_usecase/Smart_city_research/main.py
@@ -0,0 +1,155 @@
+# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
+# 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.
+# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
+import sys
+import pathlib
+from dotenv import load_dotenv
+from camel.configs import MistralConfig
+from camel.models import ModelFactory
+from camel.toolkits import (
+    SearchToolkit,
+    BrowserToolkit,
+    FileWriteToolkit,
+    TerminalToolkit,
+    PyAutoGUIToolkit,
+    
+)
+from camel.types import ModelPlatformType, ModelType
+
+from camel.societies import RolePlaying
+import os
+from camel.logger import get_logger, set_log_file,set_log_level
+from owl.utils import run_society, DocumentProcessingToolkit
+
+# Set logging
+set_log_file("product.log")
+logger = get_logger(__name__)
+set_log_level(level="DEBUG")
+
+
+# Load environment variables
+load_dotenv(os.path.join(os.path.dirname(__file__), '../../owl/.env'))
+base_dir = os.path.dirname(os.path.abspath(__file__))
+workspace_dir = os.path.join(
+    os.path.dirname(os.path.dirname(base_dir)), "workspace"
+)
+
+
+def construct_society(question: str) -> RolePlaying:
+    r"""Construct a society of agents based on the given question.
+
+    Args:
+        question (str): The task or question to be addressed by the society.
+
+    Returns:
+        RolePlaying: A configured society of agents ready to address the question.
+    """
+
+    # Create models for different components
+    models = {
+        "user": ModelFactory.create(
+            model_platform=ModelPlatformType.MISTRAL,
+            model_type="pixtral-large-latest",
+            model_config_dict=MistralConfig(temperature=0.0).as_dict(),
+        ),
+        "assistant": ModelFactory.create(
+            model_platform=ModelPlatformType.MISTRAL,
+            model_type="pixtral-large-latest",
+            model_config_dict=MistralConfig(temperature=0.0).as_dict(),
+        ),
+        "document": ModelFactory.create(
+            model_platform=ModelPlatformType.MISTRAL,
+            model_type="pixtral-large-latest",
+            model_config_dict=MistralConfig(temperature=0.0).as_dict(),
+        ),
+        "browsing": ModelFactory.create(
+            model_platform=ModelPlatformType.MISTRAL,
+            model_type="pixtral-large-latest",
+            model_config_dict=MistralConfig(temperature=0.0).as_dict(),
+        ),
+        "planning": ModelFactory.create(
+            model_platform=ModelPlatformType.MISTRAL,
+            model_type=ModelType.MISTRAL_LARGE,
+            model_config_dict=MistralConfig(temperature=0.0).as_dict(),
+        ),
+     
+
+    }
+
+    # Configure toolkits
+    tools = [
+        *BrowserToolkit(
+            headless=False,  # Set to True for headless mode (e.g., on remote servers)
+            web_agent_model=models["browsing"],
+            planning_agent_model=models["planning"],
+        ).get_tools(),
+        *PyAutoGUIToolkit().get_tools(),
+        *TerminalToolkit(working_dir=workspace_dir).get_tools(),
+        SearchToolkit().search_duckduckgo,
+        # SearchToolkit().search_google,  # Comment this out if you don't have google search
+        *DocumentProcessingToolkit(model=models["document"]).get_tools(),
+        *FileWriteToolkit(output_dir="./").get_tools(),
+    ]
+
+    # Configure agent roles and parameters
+    user_agent_kwargs = {"model": models["user"]}
+    assistant_agent_kwargs = {"model": models["assistant"], "tools": tools}
+
+    # Configure task parameters
+    task_kwargs = {
+        "task_prompt": question,
+        "with_task_specify": False,
+    }
+
+    # Create and return the society
+    society = RolePlaying(
+        **task_kwargs,
+        user_role_name="user",
+        user_agent_kwargs=user_agent_kwargs,
+        assistant_role_name="assistant",
+        assistant_agent_kwargs=assistant_agent_kwargs,
+    )
+
+    return society
+
+
+def main():
+    r"""Main function to run the OWL system with an example question."""
+    # Default research question
+    default_task = """
+please help me to make a research on smart city technology.
+Fisrtly, please use the duckduckgo search  to search the following topic:
+What are the current trends in smart city technology?
+and then,only browse the most related website urls to get the information.
+
+secondly, make a pdf for me to present the research results.
+
+finally, open the pdf and take screenshot for me.
+if there are some packages that are not installed, please install them for me.
+
+
+"""
+
+    # Override default task if command line argument is provided
+    task = sys.argv[1] if len(sys.argv) > 1 else default_task
+
+    # Construct and run the society
+    society = construct_society(task)
+    answer, chat_history, token_count = run_society(society)
+
+    # Output the result
+    print(f"\033[94mAnswer: {answer}\033[0m")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/pyproject.toml b/pyproject.toml
index e072688a3..174e74bef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ keywords = [
     "learning-systems"
 ]
 dependencies = [
-    "camel-ai[owl]==0.2.52",
+    "camel-ai[owl]==0.2.54",
     "docx2markdown>=0.1.1",
     "gradio>=3.50.2",
     "mcp-simple-arxiv==0.2.2",
diff --git a/requirements.txt b/requirements.txt
index 4031cba4e..667184334 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-camel-ai[owl]==0.2.52
+camel-ai[owl]==0.2.54
 docx2markdown>=0.1.1
 gradio>=3.50.2
 mcp-simple-arxiv==0.2.2
diff --git a/uv.lock b/uv.lock
index 648b072f4..82c750b7c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -13,6 +13,22 @@ resolution-markers = [
     "(python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux')",
 ]
 
+[[package]]
+name = "aci-sdk"
+version = "1.0.0b1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "griffe" },
+    { name = "httpx" },
+    { name = "pydantic" },
+    { name = "tenacity" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/71/9d/0d956545331ac6760af30a7bc6492083a84b32f16faa89f28ee269a83dac/aci_sdk-1.0.0b1.tar.gz", hash = "sha256:9130bf196c680deda2004d71b091883bc468ea1649d71dbf676b9172c067d4ef", size = 63449 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e2/57/2f1cfb3ee6a84e355a09dd94a4c3c5d1dbe9dbb925950c6903cb8ef2a216/aci_sdk-1.0.0b1-py3-none-any.whl", hash = "sha256:f3d9f3de58c518ecf4fc44ebedf1e4a1e23a30df268782989d1ce8852bd47175", size = 31713 },
+]
+
 [[package]]
 name = "aiofiles"
 version = "24.1.0"
@@ -257,7 +273,7 @@ wheels = [
 
 [[package]]
 name = "camel-ai"
-version = "0.2.52"
+version = "0.2.54"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama" },
@@ -270,13 +286,14 @@ dependencies = [
     { name = "pydantic" },
     { name = "tiktoken" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c0/a8/7231d11a72292e97f8e805d80e9c7c9b70df1ce63388bc0fe11352dd8e18/camel_ai-0.2.52.tar.gz", hash = "sha256:b033e737f8e50e35eb2bb6e945b4113483b8aa43ad21c8a432c380c59aefa46d", size = 542315 }
+sdist = { url = "https://files.pythonhosted.org/packages/53/87/e3f87c6fa0ee2bf27d62b1d82f0091d34a793b57e79158b9f2b9812e95e6/camel_ai-0.2.54.tar.gz", hash = "sha256:06f53e8312fb5040aa0fe2daf69b54feda6c51dbb12af2a2ea9a575d8c5d454b", size = 549261 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bf/61/27fe54b9b0736acb4328dc66764b675a835b4e14b7498c650f922c2bae3b/camel_ai-0.2.52-py3-none-any.whl", hash = "sha256:cd4e1e7d91d0511e7689f8a6033bb382e54fbf2d57b8133983452cbc77d4f5b8", size = 906573 },
+    { url = "https://files.pythonhosted.org/packages/cc/70/25605a9d9dd92f450cd5900f7469902fe4a1bf91455a3b4a84e6b8ad4203/camel_ai-0.2.54-py3-none-any.whl", hash = "sha256:dcb5fa588555f074d51ec3090893940aa258cd3008a698144ddcec57a60d5b9a", size = 916899 },
 ]
 
 [package.optional-dependencies]
 owl = [
+    { name = "aci-sdk" },
     { name = "anthropic" },
     { name = "beautifulsoup4" },
     { name = "chunkr-ai" },
@@ -1175,6 +1192,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c0/ba/82a2c3b9868644ee6011da742156247070f30e952f4d33f33857458450f2/greenlet-3.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7132e024ebeeeabbe661cf8878aac5d2e643975c4feae833142592ec2f03263d", size = 296207 },
 ]
 
+[[package]]
+name = "griffe"
+version = "1.7.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a9/3e/5aa9a61f7c3c47b0b52a1d930302992229d191bf4bc76447b324b731510a/griffe-1.7.3.tar.gz", hash = "sha256:52ee893c6a3a968b639ace8015bec9d36594961e156e23315c8e8e51401fa50b", size = 395137 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/58/c6/5c20af38c2a57c15d87f7f38bee77d63c1d2a3689f74fefaf35915dd12b2/griffe-1.7.3-py3-none-any.whl", hash = "sha256:c6b3ee30c2f0f17f30bcdef5068d6ab7a2a4f1b8bf1a3e74b56fffd21e1c5f75", size = 129303 },
+]
+
 [[package]]
 name = "groovy"
 version = "0.1.2"
@@ -2347,7 +2376,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "camel-ai", extras = ["owl"], specifier = "==0.2.52" },
+    { name = "camel-ai", extras = ["owl"], specifier = "==0.2.54" },
     { name = "docx2markdown", specifier = ">=0.1.1" },
     { name = "gradio", specifier = ">=3.50.2" },
     { name = "mcp-server-fetch", specifier = "==2025.1.17" },
@@ -3838,6 +3867,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f", size = 35252 },
 ]
 
+[[package]]
+name = "tenacity"
+version = "9.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0a/d4/2b0cd0fe285e14b36db076e78c93766ff1d529d70408bd1d2a5a84f1d929/tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb", size = 48036 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e5/30/643397144bfbfec6f6ef821f36f33e57d35946c44a2352d3c9f0ae847619/tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138", size = 28248 },
+]
+
 [[package]]
 name = "tf-playwright-stealth"
 version = "1.1.2"