diff --git a/email_auto_responder_flow/poetry.lock b/email_auto_responder_flow/poetry.lock
deleted file mode 100644
index 051779e3..00000000
--- a/email_auto_responder_flow/poetry.lock
+++ /dev/null
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-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "zipp"
-version = "3.20.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.10,<=3.13"
-content-hash = "44581eb2c2538d10245e3e6d4aa8cc7e8bb670c2f90ca918f973acc36ae33176"
diff --git a/email_auto_responder_flow/pyproject.toml b/email_auto_responder_flow/pyproject.toml
index 1d5eab74..88f9e993 100644
--- a/email_auto_responder_flow/pyproject.toml
+++ b/email_auto_responder_flow/pyproject.toml
@@ -6,7 +6,7 @@ authors = ["Your Name <you@example.com>"]
 
 [tool.poetry.dependencies]
 python = ">=3.10,<=3.13"
-crewai = {path="/Users/brandonhancock/Code/crewai/crewAI", develop=true}
+crewai = { extras = ["tools"], version = ">=0.67.1,<1.0.0" }
 asyncio = "*"
 langchain-tools = "^0.1.34"
 crewai-tools = "^0.12.0"
@@ -15,7 +15,8 @@ google-api-python-client = "^2.145.0"
 
 [tool.poetry.scripts]
 email_auto_responder_flow = "email_auto_responder_flow.main:main"
-run_crew = "email_auto_responder_flow.main:main"
+run_flow = "email_auto_responder_flow.main:main"
+plot_flow = "email_auto_responder_flow.main:plot"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/email_auto_responder_flow/src/email_auto_responder_flow/main.py b/email_auto_responder_flow/src/email_auto_responder_flow/main.py
index b884a505..8440afda 100644
--- a/email_auto_responder_flow/src/email_auto_responder_flow/main.py
+++ b/email_auto_responder_flow/src/email_auto_responder_flow/main.py
@@ -45,16 +45,28 @@ def generate_draft_responses(self):
         time.sleep(180)
 
 
-async def run():
+async def run_flow():
     """
     Run the flow.
     """
     email_auto_response_flow = EmailAutoResponderFlow()
-    await email_auto_response_flow.kickoff()
+    email_auto_response_flow.kickoff()
+
+
+async def plot_flow():
+    """
+    Plot the flow.
+    """
+    email_auto_response_flow = EmailAutoResponderFlow()
+    email_auto_response_flow.plot()
 
 
 def main():
-    asyncio.run(run())
+    asyncio.run(run_flow())
+
+
+def plot():
+    asyncio.run(plot_flow())
 
 
 if __name__ == "__main__":
diff --git a/lead-score-flow/poetry.lock b/lead-score-flow/poetry.lock
deleted file mode 100644
index bf54a335..00000000
--- a/lead-score-flow/poetry.lock
+++ /dev/null
@@ -1,6361 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-
-[[package]]
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-version = "2.4.0"
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-optional = false
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-]
-
-[[package]]
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-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.10,<=3.13"
-content-hash = "44581eb2c2538d10245e3e6d4aa8cc7e8bb670c2f90ca918f973acc36ae33176"
diff --git a/lead-score-flow/pyproject.toml b/lead-score-flow/pyproject.toml
index 740f2344..29b8978b 100644
--- a/lead-score-flow/pyproject.toml
+++ b/lead-score-flow/pyproject.toml
@@ -6,16 +6,19 @@ authors = ["Your Name <you@example.com>"]
 
 [tool.poetry.dependencies]
 python = ">=3.10,<=3.13"
-crewai = {path="/Users/brandonhancock/Code/crewai/crewAI", develop=true}
+crewai = { extras = ["tools"], version = ">=0.67.1,<1.0.0" }
 asyncio = "*"
 langchain-tools = "^0.1.34"
 crewai-tools = "^0.12.0"
 google-auth-oauthlib = "^1.2.1"
 google-api-python-client = "^2.145.0"
+pyvis = "^0.3.2"
 
 [tool.poetry.scripts]
 lead_score_flow = "lead_score_flow.main:main"
-run_crew = "lead_score_flow.main:main"
+run_flow = "lead_score_flow.main:main"
+plot_flow = "lead_score_flow.main:plot"
+
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/lead-score-flow/src/lead_score_flow/main.py b/lead-score-flow/src/lead_score_flow/main.py
index fb474030..2ca77b2d 100644
--- a/lead-score-flow/src/lead_score_flow/main.py
+++ b/lead-score-flow/src/lead_score_flow/main.py
@@ -19,7 +19,7 @@ class LeadScoreState(BaseModel):
     scored_leads_feedback: str = ""
 
 
-class EmailAutoResponderFlow(Flow[LeadScoreState]):
+class LeadScoreFlow(Flow[LeadScoreState]):
     initial_state = LeadScoreState
 
     @start()
@@ -186,16 +186,28 @@ async def write_email(candidate):
             print(message)
 
 
-async def run():
+async def run_flow():
     """
     Run the flow.
     """
-    email_auto_response_flow = EmailAutoResponderFlow()
-    await email_auto_response_flow.kickoff()
+    lead_score_flow = LeadScoreFlow()
+    lead_score_flow.kickoff()
+
+
+async def plot_flow():
+    """
+    Plot the flow.
+    """
+    lead_score_flow = LeadScoreFlow()
+    lead_score_flow.plot()
 
 
 def main():
-    asyncio.run(run())
+    asyncio.run(run_flow())
+
+
+def plot():
+    asyncio.run(plot_flow())
 
 
 if __name__ == "__main__":
diff --git a/meeting_assistant_flow/poetry.lock b/meeting_assistant_flow/poetry.lock
deleted file mode 100644
index 254aa8ed..00000000
--- a/meeting_assistant_flow/poetry.lock
+++ /dev/null
@@ -1,5850 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-
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-]
-
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-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "zipp"
-version = "3.20.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.10,<=3.13"
-content-hash = "5a9b3810d95671c7ca9fca6318a7c3887913f1dad522898519b61d645af2483a"
diff --git a/meeting_assistant_flow/pyproject.toml b/meeting_assistant_flow/pyproject.toml
index 953c31cc..d21599eb 100644
--- a/meeting_assistant_flow/pyproject.toml
+++ b/meeting_assistant_flow/pyproject.toml
@@ -6,13 +6,14 @@ authors = ["Your Name <you@example.com>"]
 
 [tool.poetry.dependencies]
 python = ">=3.10,<=3.13"
-crewai = {path="/Users/brandonhancock/Code/crewai/crewAI", develop=true}
+crewai = { extras = ["tools"], version = ">=0.67.1,<1.0.0" }
 asyncio = "*"
 slack-sdk = "^3.33.1"
 
 [tool.poetry.scripts]
 meeting_assistant_flow = "meeting_assistant_flow.main:main"
-run_crew = "meeting_assistant_flow.main:main"
+run_flow = "meeting_assistant_flow.main:main"
+plot_flow = "meeting_assistant_flow.main:plot"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/meeting_assistant_flow/src/meeting_assistant_flow/main.py b/meeting_assistant_flow/src/meeting_assistant_flow/main.py
index a2972449..35060021 100644
--- a/meeting_assistant_flow/src/meeting_assistant_flow/main.py
+++ b/meeting_assistant_flow/src/meeting_assistant_flow/main.py
@@ -67,16 +67,28 @@ def send_slack_notification(self):
         send_message_to_channel(message)
 
 
-async def run():
+async def run_flow():
     """
     Run the flow.
     """
     meeting_flow = MeetingFlow()
-    await meeting_flow.kickoff()
+    meeting_flow.kickoff()
+
+
+async def plot_flow():
+    """
+    Plot the flow.
+    """
+    meeting_flow = MeetingFlow()
+    meeting_flow.plot()
 
 
 def main():
-    asyncio.run(run())
+    asyncio.run(run_flow())
+
+
+def plot():
+    asyncio.run(plot_flow())
 
 
 if __name__ == "__main__":
diff --git a/write_a_book_with_flows/poetry.lock b/write_a_book_with_flows/poetry.lock
deleted file mode 100644
index a605f49f..00000000
--- a/write_a_book_with_flows/poetry.lock
+++ /dev/null
@@ -1,5387 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-
-[[package]]
-name = "aiohappyeyeballs"
-version = "2.4.0"
-description = "Happy Eyeballs for asyncio"
-optional = false
-python-versions = ">=3.8"
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-]
-
-[[package]]
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-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "zipp"
-version = "3.20.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
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-    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.10,<=3.13"
-content-hash = "3faca3aae751df43b8aba9489edd362ebed4137101abfb007efa9d867a07dd88"
diff --git a/write_a_book_with_flows/pyproject.toml b/write_a_book_with_flows/pyproject.toml
index 28499d9e..d3908ec2 100644
--- a/write_a_book_with_flows/pyproject.toml
+++ b/write_a_book_with_flows/pyproject.toml
@@ -6,12 +6,13 @@ authors = ["Your Name <you@example.com>"]
 
 [tool.poetry.dependencies]
 python = ">=3.10,<=3.13"
-crewai = {path="/Users/brandonhancock/Code/crewai/crewAI", extras = ["tools"]}
+crewai = { extras = ["tools"], version = ">=0.67.1,<1.0.0" }
 asyncio = "*"
 
 [tool.poetry.scripts]
 write_a_book_with_flows = "write_a_book_with_flows.main:main"
-run_crew = "write_a_book_with_flows.main:main"
+run_flow = "write_a_book_with_flows.main:main"
+plot_flow = "write_a_book_with_flows.main:plot"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/write_a_book_with_flows/src/write_a_book_with_flows/main.py b/write_a_book_with_flows/src/write_a_book_with_flows/main.py
index 1cdf381e..7dfe09da 100644
--- a/write_a_book_with_flows/src/write_a_book_with_flows/main.py
+++ b/write_a_book_with_flows/src/write_a_book_with_flows/main.py
@@ -115,16 +115,28 @@ async def join_and_save_chapter(self):
         return book_content
 
 
-async def run():
+async def run_flow():
     """
     Run the flow.
     """
     book_flow = BookFlow()
-    await book_flow.kickoff()
+    book_flow.kickoff()
+
+
+async def plot_flow():
+    """
+    Plot the flow.
+    """
+    book_flow = BookFlow()
+    book_flow.plot()
 
 
 def main():
-    asyncio.run(run())
+    asyncio.run(run_flow())
+
+
+def plot():
+    asyncio.run(plot_flow())
 
 
 if __name__ == "__main__":