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import os | |
from swarms import Agent | |
from swarm_models import OpenAIChat | |
from swarms.structs.agents_available import showcase_available_agents | |
# Get the OpenAI API key from the environment variable | |
api_key = os.getenv("OPENAI_API_KEY") | |
# Create an instance of the OpenAIChat class | |
model = OpenAIChat( | |
api_key=api_key, model_name="gpt-4o-mini", temperature=0.1 | |
) | |
# Initialize the Claims Director agent | |
director_agent = Agent( | |
agent_name="ClaimsDirector", | |
agent_description="Oversees and coordinates the medical insurance claims processing workflow", | |
system_prompt="""You are the Claims Director responsible for managing the medical insurance claims process. | |
Assign and prioritize tasks between claims processors and auditors. Ensure claims are handled efficiently | |
and accurately while maintaining compliance with insurance policies and regulations.""", | |
llm=model, | |
max_loops=1, | |
dashboard=False, | |
streaming_on=True, | |
verbose=True, | |
stopping_token="<DONE>", | |
state_save_file_type="json", | |
saved_state_path="director_agent.json", | |
) | |
# Initialize Claims Processor agent | |
processor_agent = Agent( | |
agent_name="ClaimsProcessor", | |
agent_description="Reviews and processes medical insurance claims, verifying coverage and eligibility", | |
system_prompt="""Review medical insurance claims for completeness and accuracy. Verify patient eligibility, | |
coverage details, and process claims according to policy guidelines. Flag any claims requiring special review.""", | |
llm=model, | |
max_loops=1, | |
dashboard=False, | |
streaming_on=True, | |
verbose=True, | |
stopping_token="<DONE>", | |
state_save_file_type="json", | |
saved_state_path="processor_agent.json", | |
) | |
# Initialize Claims Auditor agent | |
auditor_agent = Agent( | |
agent_name="ClaimsAuditor", | |
agent_description="Audits processed claims for accuracy and compliance with policies and regulations", | |
system_prompt="""Audit processed insurance claims for accuracy and compliance. Review claim decisions, | |
identify potential fraud or errors, and ensure all processing follows established guidelines and regulations.""", | |
llm=model, | |
max_loops=1, | |
dashboard=False, | |
streaming_on=True, | |
verbose=True, | |
stopping_token="<DONE>", | |
state_save_file_type="json", | |
saved_state_path="auditor_agent.json", | |
) | |
# Create a list of agents | |
agents = [director_agent, processor_agent, auditor_agent] | |
print(showcase_available_agents(agents=agents)) | |