From a073d3a4f5e044eca5d52ab9084f21466310bd66 Mon Sep 17 00:00:00 2001 From: Ammielle WB <61096548+ammiellewb@users.noreply.github.com> Date: Thu, 17 Jul 2025 15:16:08 -0400 Subject: [PATCH 1/2] initial setup --- .../customer_service_workflow/.gitignore | 3 + workflows/customer_service_workflow/main.py | 174 + .../customer_service_workflow/poetry.lock | 6592 +++++++++++++++++ .../customer_service_workflow/pyproject.toml | 17 + .../requirements.txt | 0 .../swarmzero_config.toml | 37 + 6 files changed, 6823 insertions(+) create mode 100644 workflows/customer_service_workflow/.gitignore create mode 100644 workflows/customer_service_workflow/main.py create mode 100644 workflows/customer_service_workflow/poetry.lock create mode 100644 workflows/customer_service_workflow/pyproject.toml create mode 100644 workflows/customer_service_workflow/requirements.txt create mode 100644 workflows/customer_service_workflow/swarmzero_config.toml diff --git a/workflows/customer_service_workflow/.gitignore b/workflows/customer_service_workflow/.gitignore new file mode 100644 index 0000000..a3e5406 --- /dev/null +++ b/workflows/customer_service_workflow/.gitignore @@ -0,0 +1,3 @@ +.env +.venv +swarmzero-data \ No newline at end of file diff --git a/workflows/customer_service_workflow/main.py b/workflows/customer_service_workflow/main.py new file mode 100644 index 0000000..0ac3c18 --- /dev/null +++ b/workflows/customer_service_workflow/main.py @@ -0,0 +1,174 @@ +import os +import uuid + +from swarmzero.agent import Agent +from swarmzero.sdk_context import SDKContext +from swarmzero.workflow import Workflow, WorkflowStep, StepMode + +CONFIG_PATH = os.path.join(os.path.dirname(__file__), "swarmzero_config.toml") +sdk_context = SDKContext(CONFIG_PATH) + +# Agent 1: Greeting Agent +greeting_agent = Agent( + name="greeting_agent", + functions=[], # no tools needed for simple greeting + instruction="You are a friendly customer service representative. Greet customers warmly and ask how you can help them.", + sdk_context=sdk_context, + agent_id=str(uuid.uuid4()), + role="Customer Service Greeter", + description="Handles initial customer greetings and introductions" +) + +# Agent 2: Issue Classification Agent +def classify_issue_type(issue_description: str) -> str: + """Classify the type of customer issue based on description.""" + # this could be a more sophisticated classification function + if any(word in issue_description.lower() for word in ["bill", "payment", "charge", "invoice"]): + return "billing" + elif any(word in issue_description.lower() for word in ["broken", "error", "not working", "technical"]): + return "technical" + elif any(word in issue_description.lower() for word in ["refund", "return", "cancel"]): + return "refund" + else: + return "general" + +classification_agent = Agent( + name="classification_agent", + functions=[classify_issue_type], + instruction="You are an expert at analyzing customer issues and classifying them into appropriate categories. Use the classify_issue_type function to categorize the issue.", + agent_id=str(uuid.uuid4()), + role="Issue Classifier", + sdk_context=sdk_context, + description="Analyzes and categorizes customer issues" +) + +# Agent 3: Billing Support Agent +def check_billing_status(account_id: str) -> dict: + """Check customer's billing status and recent charges.""" + # simulate billing system check + return { + "account_id": account_id, + "balance": "$150.00", + "last_payment": "2024-01-15", + "next_bill": "2024-02-15", + "status": "current" + } + +def process_payment(amount: float, payment_method: str) -> dict: + """Process a payment for the customer.""" + # simulate payment processing + return { + "transaction_id": "txn_12345", + "amount": amount, + "status": "completed", + "payment_method": payment_method + } + +billing_agent = Agent( + name="billing_agent", + functions=[check_billing_status, process_payment], + instruction="You are a billing specialist. Help customers with payment issues, check their account status, and process payments when needed.", + agent_id=str(uuid.uuid4()), + sdk_context=sdk_context, + role="Billing Specialist", + description="Handles all billing-related customer inquiries and transactions" +) + +# Agent 4: Technical Support Agent +def check_system_status(system_name: str) -> dict: + """Check the status of various systems.""" + # simulate system status check + return { + "system": system_name, + "status": "operational", + "last_updated": "2024-01-20T10:30:00Z" + } + +def create_support_ticket(issue_description: str, priority: str = "medium") -> dict: + """Create a technical support ticket.""" + # simulate ticket creation + return { + "ticket_id": "TKT-2024-001", + "description": issue_description, + "priority": priority, + "status": "open", + "created_at": "2024-01-20T10:30:00Z" + } + +technical_agent = Agent( + name="technical_agent", + functions=[check_system_status, create_support_ticket], + instruction="You are a technical support specialist. Help customers with technical issues, check system status, and create support tickets when needed.", + agent_id=str(uuid.uuid4()), + sdk_context=sdk_context, + role="Technical Support Specialist", + description="Handles technical issues and system troubleshooting" +) + +# Define condition functions for conditional routing +def is_billing_issue(result): + """Check if the classified issue is billing-related.""" + return isinstance(result, str) and "billing" in result.lower() + +def is_technical_issue(result): + """Check if the classified issue is technical-related.""" + return isinstance(result, str) and "technical" in result.lower() + +# Create workflow steps +steps = [ + # Step 1: Greet the customer + WorkflowStep( + runner=greeting_agent, + name="Greet Customer", + mode=StepMode.SEQUENTIAL + ), + + # Step 2: Classify the issue + WorkflowStep( + runner=classification_agent, + name="Classify Issue", + mode=StepMode.SEQUENTIAL + ), + + # Step 3: Route to appropriate specialist (conditional) + WorkflowStep( + runner=billing_agent, + name="Handle Billing Issue", + mode=StepMode.CONDITIONAL, + condition=is_billing_issue + ), + + WorkflowStep( + runner=technical_agent, + name="Handle Technical Issue", + mode=StepMode.CONDITIONAL, + condition=is_technical_issue + ) +] + +# Main workflow +customer_service_workflow = Workflow( + name="Customer Service Workflow", + steps=steps, + instruction="Handle customer service requests from initial greeting through issue resolution", + description="A comprehensive customer service workflow that routes customers to appropriate specialists" +) + +# Run the workflow +async def handle_customer_request(customer_message: str): + result = await customer_service_workflow.run(initial_prompt=customer_message) + return result + +# Example usage +import asyncio + +async def main(): + # simulate a customer message + customer_message = "Hi, I'm having trouble with my bill. I was charged twice this month." + + result = await handle_customer_request(customer_message) + print("Workflow result:", result) + +# Run the workflow +if __name__ == "__main__": + asyncio.run(main()) diff --git a/workflows/customer_service_workflow/poetry.lock b/workflows/customer_service_workflow/poetry.lock new file mode 100644 index 0000000..c696440 --- /dev/null +++ b/workflows/customer_service_workflow/poetry.lock @@ -0,0 +1,6592 @@ +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. + +[[package]] +name = "aiobotocore" +version = "2.23.0" +description = "Async client for aws services using botocore and aiohttp" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "aiobotocore-2.23.0-py3-none-any.whl", hash = "sha256:8202cebbf147804a083a02bc282fbfda873bfdd0065fd34b64784acb7757b66e"}, + {file = "aiobotocore-2.23.0.tar.gz", hash = "sha256:0333931365a6c7053aee292fe6ef50c74690c4ae06bb019afdf706cb6f2f5e32"}, +] + 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b/workflows/customer_service_workflow/swarmzero_config.toml new file mode 100644 index 0000000..72573d7 --- /dev/null +++ b/workflows/customer_service_workflow/swarmzero_config.toml @@ -0,0 +1,37 @@ +[model] +max_iterations = 10 +# for Azure Open AI use azure/ +model = "gpt-4o" +enable_multi_modal = false +ollama_server_url = "http://localhost:11434" + +[sample_prompts] +prompts = [ + "What can you help me do?", + "Which tools do you have access to?", + "What are your capabilities?" +] + +[environment] +type = "dev" + +[timeout] +llm = 30 + +# example of agent in a swarm +[target_agent_id] +max_iterations = 10 +model = "claude-3-5-sonnet-20240620" +#model = "gpt-3.5-turbo" +timeout = 15 +environment = "dev" +enable_multi_modal = true +ollama_server_url = 'http://123.456.78.90:11434' +sample_prompts = [ + "What can you help me do?", + "Which tools do you have access to?", + "What are your capabilities?" +] + +[default_config] +log = "WARNING" From db3282c847310c6bdfc5736b0a89cb5e44fb4621 Mon Sep 17 00:00:00 2001 From: Ammielle WB <61096548+ammiellewb@users.noreply.github.com> Date: Tue, 22 Jul 2025 12:11:44 -0400 Subject: [PATCH 2/2] update for new SDK workflow commit (runner types) --- workflows/customer_service_workflow/main.py | 14 +- .../customer_service_workflow/poetry.lock | 1368 ++++++++++++----- .../customer_service_workflow/pyproject.toml | 12 +- .../swarmzero_config.toml | 3 + 4 files changed, 986 insertions(+), 411 deletions(-) diff --git a/workflows/customer_service_workflow/main.py b/workflows/customer_service_workflow/main.py index 0ac3c18..0b1f90b 100644 --- a/workflows/customer_service_workflow/main.py +++ b/workflows/customer_service_workflow/main.py @@ -1,12 +1,16 @@ import os import uuid +from dotenv import load_dotenv + +# Load environment variables from .env file +load_dotenv() from swarmzero.agent import Agent from swarmzero.sdk_context import SDKContext from swarmzero.workflow import Workflow, WorkflowStep, StepMode CONFIG_PATH = os.path.join(os.path.dirname(__file__), "swarmzero_config.toml") -sdk_context = SDKContext(CONFIG_PATH) +sdk_context = SDKContext(config_path=CONFIG_PATH) # Agent 1: Greeting Agent greeting_agent = Agent( @@ -120,6 +124,7 @@ def is_technical_issue(result): WorkflowStep( runner=greeting_agent, name="Greet Customer", + sdk_context=sdk_context, mode=StepMode.SEQUENTIAL ), @@ -127,6 +132,7 @@ def is_technical_issue(result): WorkflowStep( runner=classification_agent, name="Classify Issue", + sdk_context=sdk_context, mode=StepMode.SEQUENTIAL ), @@ -134,6 +140,7 @@ def is_technical_issue(result): WorkflowStep( runner=billing_agent, name="Handle Billing Issue", + sdk_context=sdk_context, mode=StepMode.CONDITIONAL, condition=is_billing_issue ), @@ -141,6 +148,7 @@ def is_technical_issue(result): WorkflowStep( runner=technical_agent, name="Handle Technical Issue", + sdk_context=sdk_context, mode=StepMode.CONDITIONAL, condition=is_technical_issue ) @@ -150,6 +158,7 @@ def is_technical_issue(result): customer_service_workflow = Workflow( name="Customer Service Workflow", steps=steps, + sdk_context=sdk_context, instruction="Handle customer service requests from initial greeting through issue resolution", description="A comprehensive customer service workflow that routes customers to appropriate specialists" ) @@ -163,6 +172,9 @@ async def handle_customer_request(customer_message: str): import asyncio async def main(): + # Initialize the database first + await sdk_context.initialize_database() + # simulate a customer message customer_message = "Hi, I'm having trouble with my bill. I was charged twice this month." diff --git a/workflows/customer_service_workflow/poetry.lock b/workflows/customer_service_workflow/poetry.lock index c696440..00117c2 100644 --- a/workflows/customer_service_workflow/poetry.lock +++ b/workflows/customer_service_workflow/poetry.lock @@ -2,28 +2,28 @@ [[package]] name = "aiobotocore" -version = "2.23.0" +version = "2.23.1" description = "Async client for aws services using botocore and aiohttp" optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "aiobotocore-2.23.0-py3-none-any.whl", hash = "sha256:8202cebbf147804a083a02bc282fbfda873bfdd0065fd34b64784acb7757b66e"}, - {file = "aiobotocore-2.23.0.tar.gz", hash = "sha256:0333931365a6c7053aee292fe6ef50c74690c4ae06bb019afdf706cb6f2f5e32"}, + {file = "aiobotocore-2.23.1-py3-none-any.whl", hash = "sha256:d81c54d2eae2406ea9a473fea518fed580cf37bc4fc51ce43ba81546e5305114"}, + {file = "aiobotocore-2.23.1.tar.gz", hash = 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lock-version = "2.1" python-versions = ">=3.11,<3.13" -content-hash = "e4f10ad5687d89cf32404da200a4b7ed8c71577642799068eab0f78a44167138" +content-hash = "f7b0ab7c6a6be6818f95ae865da987f87eae11b594fc6b7d04519b026c63f3be" diff --git a/workflows/customer_service_workflow/pyproject.toml b/workflows/customer_service_workflow/pyproject.toml index f9f06b1..0b1abce 100644 --- a/workflows/customer_service_workflow/pyproject.toml +++ b/workflows/customer_service_workflow/pyproject.toml @@ -1,16 +1,16 @@ -[project] +[tool.poetry] name = "customer-service-workflow" version = "0.1.0" description = "" -authors = [ - {name = "Ammielle WB",email = "61096548+ammiellewb@users.noreply.github.com"} -] +authors = ["Ammielle WB <61096548+ammiellewb@users.noreply.github.com>"] readme = "README.md" -requires-python = ">=3.11,<3.13" + +[tool.poetry.dependencies] +python = ">=3.11,<3.13" dependencies = [ "swarmzero (>=0.0.3,<0.0.4)" ] - +python-dotenv = "^1.1.1" [build-system] requires = ["poetry-core>=2.0.0,<3.0.0"] diff --git a/workflows/customer_service_workflow/swarmzero_config.toml b/workflows/customer_service_workflow/swarmzero_config.toml index 72573d7..e4622d9 100644 --- a/workflows/customer_service_workflow/swarmzero_config.toml +++ b/workflows/customer_service_workflow/swarmzero_config.toml @@ -35,3 +35,6 @@ sample_prompts = [ [default_config] log = "WARNING" + +[database] +url = "sqlite+aiosqlite:///swarmzero-data/db/swarmzero.db"