diff --git a/pinecone_swarm.py b/pinecone_swarm.py new file mode 100644 index 0000000..3ebe5e2 --- /dev/null +++ b/pinecone_swarm.py @@ -0,0 +1,39 @@ +# Import the AgentRearrange class for coordinating multiple agents +from swarms import AgentRearrange + +# Import specialized medical agents for different aspects of patient care +from multi_agent_rag.agents import ( + diagnostic_specialist, # Agent for diagnostic analysis + medical_data_extractor, # Agent for extracting medical data + patient_care_coordinator, # Agent for coordinating patient care + specialist_consultant, # Agent for specialist consultation + treatment_planner, # Agent for treatment planning +) + +# Import database class for storing and retrieving medical documents +from multi_agent_rag.pinecone_wrapper import PineconeManager + +# Initialize the SwarmRouter to coordinate the medical agents +router = AgentRearrange( + name="medical-diagnosis-treatment-swarm", + description="Collaborative medical team for comprehensive patient diagnosis and treatment planning", + max_loops=1, # Limit to one iteration through the agent flow + agents=[ + medical_data_extractor, # First agent to extract medical data + diagnostic_specialist, # Second agent to analyze and diagnose + treatment_planner, # Third agent to plan treatment + specialist_consultant, # Fourth agent to provide specialist input + patient_care_coordinator, # Final agent to coordinate care plan + ], + # Configure the document storage and retrieval system + memory_system=PineconeManager(api_key="", index_name="", environment="") + # Define the sequential flow of information between agents + flow=f"{medical_data_extractor.agent_name} -> {diagnostic_specialist.agent_name} -> {treatment_planner.agent_name} -> {specialist_consultant.agent_name} -> {patient_care_coordinator.agent_name}", +) + +# Example usage +if __name__ == "__main__": + # Run a comprehensive medical analysis task for patient Lucas Brown + router.run( + "Analyze this Lucas Brown's medical data to provide a diagnosis and treatment plan" + )