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OpenAI Function Call Syntax Sugar
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import json | |
import functools | |
class Property: | |
def __init__(self, name, descr_or_enum, required=False): | |
self.name = name | |
self.descr_or_enum = descr_or_enum | |
self.required = required | |
def to_dict(self): | |
key = "enum" if isinstance(self.descr_or_enum, list) else "description" | |
return { | |
self.name: { | |
"type": "string", | |
key: self.descr_or_enum | |
} | |
} | |
def _merge_dicts(a, b): | |
if a is None: | |
if b is None: | |
return {} | |
if not isinstance(b, Property): | |
return b.to_dict() | |
return b | |
if b is None: | |
if not isinstance(a, Property): | |
return a.to_dict() | |
return a | |
if not isinstance(a, dict): | |
a = a.to_dict() | |
if not isinstance(b, dict): | |
b = b.to_dict() | |
return {**a, **b} | |
class Function: | |
def __init__(self, name, description, parameters=[]): | |
self.name = name | |
self.description = description | |
self.parameters = parameters | |
def to_dict(self): | |
return { | |
"name": self.name, | |
"description": self.description, | |
"parameters": { | |
"type": "object", # is there another option? | |
"properties": functools.reduce(_merge_dicts, self.parameters, {}), | |
"required": [x.name for x in self.parameters if x.required] | |
} | |
} | |
def as_fc(functions): | |
return [fn.to_dict() for fn in functions] | |
if __name__ == '__main__': | |
#https://platform.openai.com/docs/guides/gpt/function-calling | |
print(json.dumps(as_fc([ | |
Function("get_current_weather", "Get the current weather in a given location", [ | |
Property("location", "The city and state, e.g. San Francisco, CA", required=True), | |
Property("unit", ["celsius", "fahrenheit"]), | |
]) | |
]), indent=2)) | |
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