diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index fa9454dfb..bf14b09df 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -36,5 +36,6 @@ jobs:
         OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
         OPENAI_ORGANIZATION: ${{ secrets.OPENAI_ORGANIZATION }}
       run: |
-        python benchmark.py --task tasksolving/mgsm/gpt-3.5 --dataset_path data/mgsm/test_sample.jsonl --overwrite --output_path ci_smoke_test_output
+        python setup.py develop 
+        python agentverse_command/benchmark.py --task tasksolving/mgsm/gpt-3.5 --dataset_path data/mgsm/test_sample.jsonl --overwrite --output_path ci_smoke_test_output --tasks_dir ./agentverse/tasks
         python evaluate_math.py --path ci_smoke_test_output/results.jsonl --ci_smoke_test
\ No newline at end of file
diff --git a/agentverse_command/__init__.py b/agentverse_command/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmark.py b/agentverse_command/benchmark.py
similarity index 94%
rename from benchmark.py
rename to agentverse_command/benchmark.py
index 01d2cb232..e9da7cf0a 100644
--- a/benchmark.py
+++ b/agentverse_command/benchmark.py
@@ -13,8 +13,11 @@
 parser = ArgumentParser()
 
 parser.add_argument("--task", type=str, default="tasksolving/responsegen")
-parser.add_argument("--tasks_dir", type=str, default=os.path.join(
-    os.path.dirname(__file__), "agentverse", "tasks"))
+parser.add_argument(
+    "--tasks_dir",
+    type=str,
+    default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
+)
 parser.add_argument("--dataset_path", type=str, required=True)
 parser.add_argument("--output_path", type=str, default=None)
 parser.add_argument("--has_tools", action="store_true")
@@ -32,7 +35,7 @@ def get_dataloader(task, dataset_path):
     return dataloader_registry.build(task, path=dataset_path)
 
 
-if __name__ == "__main__":
+def cli_main():
     dataloader = get_dataloader(args.task, args.dataset_path)
     if args.output_path is None:
         os.makedirs(f"./results/{args.task}", exist_ok=True)
@@ -78,3 +81,7 @@ def get_dataloader(task, dataset_path):
         )
         f.flush()
     f.close()
+
+
+if __name__ == "__main__":
+    cli_main()
diff --git a/main_simulation_cli.py b/agentverse_command/main_simulation_cli.py
similarity index 58%
rename from main_simulation_cli.py
rename to agentverse_command/main_simulation_cli.py
index 48f56e567..af938e112 100644
--- a/main_simulation_cli.py
+++ b/agentverse_command/main_simulation_cli.py
@@ -7,12 +7,21 @@
 
 parser = ArgumentParser()
 parser.add_argument("--task", type=str, default="simulation/prisoner_dilemma")
-parser.add_argument("--tasks_dir", type=str, default=os.path.join(
-    os.path.dirname(__file__), "agentverse", "tasks"))
+parser.add_argument(
+    "--tasks_dir",
+    type=str,
+    default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
+)
 parser.add_argument("--debug", action="store_true")
 args = parser.parse_args()
 
 logger.set_level(logging.DEBUG if args.debug else logging.INFO)
 
-agentverse = Simulation.from_task(args.task, args.tasks_dir)
-agentverse.run()
+
+def cli_main():
+    agentverse = Simulation.from_task(args.task, args.tasks_dir)
+    agentverse.run()
+
+
+if __name__ == "__main__":
+    cli_main()
diff --git a/agentverse_command/main_simulation_gui.py b/agentverse_command/main_simulation_gui.py
new file mode 100644
index 000000000..b91df38c0
--- /dev/null
+++ b/agentverse_command/main_simulation_gui.py
@@ -0,0 +1,21 @@
+import os
+from agentverse.gui import GUI
+from argparse import ArgumentParser
+
+parser = ArgumentParser()
+parser.add_argument("--task", type=str, default="simulation/nlp_classroom_9players")
+parser.add_argument(
+    "--tasks_dir",
+    type=str,
+    default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
+)
+args = parser.parse_args()
+
+
+def cli_main():
+    ui = GUI(args.task, args.tasks_dir)
+    ui.launch()
+
+
+if __name__ == "__main__":
+    cli_main()
diff --git a/main_tasksolving_cli.py b/agentverse_command/main_tasksolving_cli.py
similarity index 53%
rename from main_tasksolving_cli.py
rename to agentverse_command/main_tasksolving_cli.py
index aea6d1433..2382adf90 100644
--- a/main_tasksolving_cli.py
+++ b/agentverse_command/main_tasksolving_cli.py
@@ -1,3 +1,4 @@
+import os
 import logging
 
 # from agentverse.agentverse import AgentVerse
@@ -11,12 +12,23 @@
 parser.add_argument(
     "--task",
     type=str,
-    default="tasksolving/pipeline_brainstorming",
+    default="tasksolving/brainstorming",
 )
 parser.add_argument("--debug", action="store_true")
+parser.add_argument(
+    "--tasks_dir",
+    type=str,
+    default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
+)
 args = parser.parse_args()
 
 logger.set_level(logging.DEBUG if args.debug else logging.INFO)
 
-agentversepipeline = TaskSolving.from_task(args.task)
-agentversepipeline.run()
+
+def cli_main():
+    agentversepipeline = TaskSolving.from_task(args.task, args.tasks_dir)
+    agentversepipeline.run()
+
+
+if __name__ == "__main__":
+    cli_main()
diff --git a/main_simulation_gui.py b/main_simulation_gui.py
deleted file mode 100644
index 576b980c5..000000000
--- a/main_simulation_gui.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import os
-from agentverse.gui import GUI
-from argparse import ArgumentParser
-
-parser = ArgumentParser()
-parser.add_argument("--task", type=str, default="simulation/nlp_classroom_9players")
-parser.add_argument("--tasks_dir", type=str, default=os.path.join(
-    os.path.dirname(__file__), "agentverse", "tasks"))
-args = parser.parse_args()
-
-ui = GUI(args.task, args.tasks_dir)
-ui.launch()
diff --git a/setup.py b/setup.py
index f4e8f2128..4d6f5f474 100644
--- a/setup.py
+++ b/setup.py
@@ -2,8 +2,8 @@
 from setuptools.command.develop import develop
 import subprocess
 
-# with open("requirements.txt", "r") as f:
-#     requirements = f.read().splitlines()
+with open("requirements.txt", "r") as f:
+    requirements = f.read().splitlines()
 
 with open("README.md", "r", encoding='utf8') as fh:
     long_description = fh.read()
@@ -24,18 +24,27 @@
         "Operating System :: OS Independent",
     ],
     python_requires=">=3.9",
-    install_requires=[
-        "PyYAML",
-        "fastapi",
-        "uvicorn",
-        "py3langid",
-        "iso-639",
-        "openai",
-        "opencv-python",
-        "gradio",
-        "httpx[socks]",
-        "astunparse",
-        "langchain",
-    ],
+    # install_requires=[
+    #     "PyYAML",
+    #     "fastapi",
+    #     "uvicorn",
+    #     "py3langid",
+    #     "iso-639",
+    #     "openai",
+    #     "opencv-python",
+    #     "gradio",
+    #     "httpx[socks]",
+    #     "astunparse",
+    #     "langchain",
+    # ],
+    install_requires=requirements,
     include_package_data = True,
+    entry_points={
+        "console_scripts": [
+            "agentverse-benchmark = agentverse_command.benchmark:cli_main",
+            "agentverse-simulation = agentverse_command.main_simulation_cli:cli_main",
+            "agentverse-simulation-gui = agentverse_command.main_simulation_gui:cli_main",
+            "agentverse-tasksolving = agentverse_command.main_tasksolving_cli:cli_main",
+        ],
+    },
 )