tools = [        {            "type": "function",            "function": {                "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"],                },            },        }    ]

You have access to the following tools:{function_to_json(get_weather)}{function_to_json(calculate_mortgage_payment)}{function_to_json(get_directions)}{function_to_json(get_article_details)}
You must follow these instructions:Always select one or more of the above tools based on the user queryIf a tool is found, you must respond in the JSON format matching the following schema:{{   "tools": {{        "tool": "<name of the selected tool>",        "tool_input": <parameters for the selected tool, matching the tool's JSON schema   }}}}If there are multiple tools required, make sure a list of tools are returned in a JSON array.If there is no tool that match the user request, you will respond with empty json.Do not add any additional Notes or Explanations
User Query

User Query:What's the weather in London, UK?

{ "tools": [ { "tool": "get_weather", "tool_input": { "location": "London, UK" } } ] }

def get_type_name(t):    name = str(t)    if "list" in name or "dict" in name:        return name    else:        return t.__name__
def function_to_json(func):    signature = inspect.signature(func)    type_hints = get_type_hints(func)
    console.log(func.__doc__)    console.print(type_hints)
    function_info = {        "name": func.__name__,        "description": func.__doc__,        "parameters": {"type": "object", "properties": {}},        "returns": type_hints.get("return", "void").__name__,    }
    for name, _ in signature.parameters.items():        param_type = get_type_name(type_hints.get(name, type(None)))        function_info["parameters"]["properties"][name] = {"type": param_type}
    return json.dumps(function_info, indent=2)