Hospital GPT

This project is an implementation of AutoGen to emulate the population health functions within a health system.

The end goal of the project is to develop an outreach plan for specific conditions, as inputed by the user. There are a number of team members involved in the project to complete this task.

• Hospital Administration / Planner
• Epidemiologist
• Data Analyst
• Outreach coordinator

Organization

The agents interact as follows:

flowchart LR;
    A(User) --> B(Planner);
    B <--> C(Critic);
    B --> D(Epidemiologist);
    D --> E(Data Analyst);
    F <--> H[(FHIR Server)];
    E <-- 1 --> F(Code Executor)
    E -- 2 --> G(Outreach Coordinator);
    G --> I((out.csv));

Loading

More details can be found in my Medium Article.

Running Locally

In order to run the code locally, you need to create the following files:

1. OAI_CONFIG_LIST
2. .env

The contents of OAI_CONFIG_LIST are:

[
  {
   "model": "mistralai/Mixtral-8x7B-Instruct-v0.1",
   "api_key": "xxxxxxxxxxxxxxxxxxxx",
   "base_url": "https://api.deepinfra.com/v1/openai"
  },
  {
    "model": "gpt-4",
    "api_key": "xxxxxxxxxxxxxxxxxxxxxxx"
  }
]

The contents of .env file are:

OPENAI_API_KEY=xxxxxxxxxxxxxxxxx