Journal Club

MedicaidJS

final report MedicaidJS - paper, code, App

Hackathon 

GPT function role

OpenAI July 20, 2023, update

Notes:

1. Why - letting LLM pull the trigger on function calling

2. How - "respond with JSON that adheres to the function signature"

3. Plugins: "chatbots that answer questions by calling external tools"

4. What: "describe functions to the model via JSON Schema, and optionally ask it to call a specific function"

5. Completion with functions:
   
   

{

   "model": "gpt-3.5-turbo-0613",

   "messages": [

      {

         "role": "user",

         "content": "What is the weather like in Boston?"

      }

   ],

   "functions": [

      {

         "name": "get_current_weather",

         "description": "Get the current weather in a given location",

         "parameters": {

            "type": "object",

            "properties": {

               "location": {

                  "type": "string",

                  "description": "The city and state, e.g. San Francisco, CA"

               },

               "unit": {

                  "type": "string",

                  "enum": [

                     "celsius",

                     "Fahrenheit"
                 ]

               }

            },

            "required": [

               "location"

            ]

         }

      }

   ]

}

______

Compare with "regular API" calls:

{
    "model": "gpt-3.5-turbo",
    "messages": [{"role": "user", "content": "Say this is a test!"}],
    "temperature": 0.7
}