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openAIFunction.m
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openAIFunction.m
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classdef (Sealed) openAIFunction
%openAIFunction Define a function
%
% FUNC = openAIFunction(NAME, DESCRIPTION) creates an open AI function
% object with the specified name and description.
%
% openAIFunction Functions:
% openAIFunction - Define a function.
% addParameter - Add parameter to the function.
%
% openAIFunction Properties:
% FunctionName - Name of the function.
% Description - Description of the function.
% Parameters - Parameters of function.
%
% Example:
% % Create an OpenAI function object
% func = openAIFunction("editDistance", "Find edit distance between two strings or documents");
%
% % Add two parameters with type and description
% func = addParameter(func, "str1", type="string", description="Source string.");
% func = addParameter(func, "str2", type="string", description="Target string.");
% Copyright 2023 The MathWorks, Inc.
properties(SetAccess=private)
%FUNCTIONNAME Name of the function.
FunctionName
%DESCRIPTION Description of the function.
Description
%PARAMETERS Parameters of function.
Parameters = struct()
end
methods
function this = openAIFunction(name, description)
arguments
name (1,1) {mustBeNonzeroLengthText}
description {llms.utils.mustBeTextOrEmpty} = []
end
this.FunctionName = name;
this.Description = description;
end
function this = addParameter(this, parameterName, propertyName, propertyValue, nvp)
%addParameter Add parameter to the function
%
% FCN = addParameter(FCN,paramName,propName1,value1, ..., propNameN,valueN)
% adds the specified parameter and corresponding property names and values to the
% function signature. The property names must be
% "type", "description", or "enum".
% The values depend on the property name:
% - Values corresponding to "type" must be any combination of "string",
% "number", "integer", "object", "boolean", "null".
% - Values corresponding to "description" must be a string scalar.
% - Value corresponging to "enum" must be string vectors.
%
% FCN = addParameter(__,RequiredParameter=TF), specifies
% if the parameter is a required parameter.
%
% Example:
% % Create an OpenAI function object
% f = openAIFunction("editDistance", "Find edit distance between two strings or documents");
%
% % Add two parameters with type and description
% f = addParameter(f,"str1","type","string","description","Source string.");
% f = addParameter(f,"str2","type","string" ,"description","Target string.");
arguments
this (1,1) openAIFunction
parameterName (1,1) {mustBeNonzeroLengthText, mustBeValidVariableName}
end
arguments(Repeating)
propertyName (1,1) {mustBeNonzeroLengthText, mustBeMember(propertyName, {'type', 'enum', 'description'})}
propertyValue (1,:) {mustBeNonzeroLengthText, validatePropertyValue(propertyValue, propertyName)}
end
arguments
nvp.RequiredParameter (1,1) logical = true
end
if isfield(this.Parameters,parameterName)
error("llms:parameterMustBeUnique", ...
llms.utils.errorMessageCatalog.getMessage("llms:parameterMustBeUnique", parameterName));
end
properties = struct();
% Properties are optional
if ~isempty(propertyName)
for i=1:length(propertyName)
properties.(propertyName{i}) = propertyValue{i};
end
end
this.Parameters.(parameterName) = properties;
this.Parameters.(parameterName).required = nvp.RequiredParameter;
end
end
methods(Hidden)
function funStruct = encodeStruct(this)
%encodeStruct Encode the function object as a struct
funStruct = struct();
funStruct.name = this.FunctionName;
if ~isempty(this.Description)
funStruct.description = this.Description;
end
funStruct.parameters = struct();
% The API requires type="object"
funStruct.parameters.type = "object";
funStruct.parameters.properties = struct();
requiredArguments = [];
parameterNames = string(fieldnames(this.Parameters));
for i=1:length(parameterNames)
parameterStruct = this.Parameters.(parameterNames(i));
if parameterStruct.required
requiredArguments = [requiredArguments,parameterNames(i)]; %#ok
end
% "required" should not be a property when sending to the api
parameterStruct = rmfield(parameterStruct,"required");
% enum needs to be encoded as array
if isfield(parameterStruct, "enum") && numel(parameterStruct.enum)==1
parameterStruct.enum = {parameterStruct.enum};
end
funStruct.parameters.properties.(parameterNames(i)) = parameterStruct;
end
% Only create the "required" field if there are required arguments
if ~isempty(requiredArguments)
funStruct.parameters.required = requiredArguments;
if numel(requiredArguments)==1
% This will force jsonencode to see "required" as an array
funStruct.parameters.required = {funStruct.parameters.required};
end
end
end
end
end
function mustBeValidVariableName(value)
if ~isvarname(value)
error("llms:mustBeVarName", llms.utils.errorMessageCatalog.getMessage("llms:mustBeVarName"));
end
end
function validatePropertyValue(value,name)
switch(name)
case "type"
validatePropertyType(value);
case "description"
validatePropertyDescription(value);
case "enum"
validatePropertyEnum(value);
end
end
function validatePropertyType(value)
validValues = ["string", "number", "integer", "object", "boolean", "null"];
mustBeMember(value, validValues);
end
function validatePropertyDescription(value)
mustBeTextScalar(value)
end
function validatePropertyEnum(value)
if ~llms.utils.isUnique(value)
error("llms:mustBeUnique", llms.utils.errorMessageCatalog.getMessage("llms:mustBeUnique"));
end
end