HospitalSim

Enterprise-Grade Hospital Management & Simulation System

Overview

HospitalSim is a sophisticated multi-agent hospital management and simulation system designed to optimize healthcare operations through intelligent automation. This enterprise-grade solution provides comprehensive patient care simulation, electronic health records management, and operational analytics to improve hospital efficiency and patient outcomes.

System Architecture Flow

flowchart TD
    A[Patient Arrives] --> B[Reception Check-in]
    B --> C[Patient Queue]
    C --> D{Triage Assessment}
    D --> E[Priority Scoring]
    E --> F{Emergency?}
    F -->|Yes| G[Emergency Doctor]
    F -->|No| H[General Doctor]
    G --> I[Consultation]
    H --> I[Consultation]
    I --> J[Diagnosis & Treatment Plan]
    J --> K[EHR Documentation]
    K --> L[Patient Discharge]
    
    M[Executive Team] --> N[Strategic Meetings]
    N --> O[Hospital Operations]
    O --> P[Performance Analytics]
    P --> Q[Resource Optimization]
    
    R[ChromaDB EHR] --> S[Patient History]
    S --> I
    R --> T[Similar Cases]
    T --> I
    
    U[AI Agents] --> B
    U --> D
    U --> G
    U --> H
    U --> M

Install

pip3 install -U hospital-sim

Usage

from hospital_sim.main import HospitalSimulation
from dotenv import load_dotenv

load_dotenv()

# Create hospital
hospital = HospitalSimulation("City General Hospital")

# Generate initial patients
hospital.generate_patients(3)

# Run short simulation
hospital.run_simulation(
    duration_minutes=10, patient_arrival_rate=0.1
)

Key Features

Feature Category	Description
Executive Team	CEO, CFO, and CMO agents for strategic decision-making
Medical Staff	Specialized doctors (Emergency Medicine, General Practice) with domain expertise
Nursing Team	Triage and floor nurses for comprehensive patient care
Administrative Staff	Receptionists for patient check-in and queue management
Intelligent Priority Scoring	Dynamic patient triage based on symptoms and vital signs
Queue Optimization	Priority-based patient queue with estimated wait times
Real-time Status Tracking	Complete patient journey monitoring
Multi-step Care Pipeline	Reception → Triage → Consultation → Treatment → Documentation
ChromaDB Integration	Advanced RAG (Retrieval-Augmented Generation) system for medical records
Historical Data Access	Comprehensive patient history retrieval and analysis
Similar Case Matching	AI-powered similarity search for diagnostic support
Persistent Storage	Reliable data persistence with fallback mechanisms
Performance Analytics	Real-time metrics on patient throughput, wait times, and satisfaction
Financial Modeling	Revenue and cost analysis with profit optimization
Executive Decision Making	Automated strategic planning through executive team collaboration
Quality Assurance	Continuous monitoring of care quality and staff performance

Citation

If you use HospitalSim in your research or projects, please cite our work:

@software{hospitalsim2025,
  title={HospitalSim: Enterprise-Grade Hospital Management \& Simulation System},
  author={The Swarm Corporation},
  year={2025},
  url={https://github.com/The-Swarm-Corporation/HospitalSim},
  license={MIT}
}

License

This project is licensed under the MIT License - see the LICENSE file for details.

MIT License

Copyright (c) 2025 The Swarm Corporation