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Fix argument validation for extractOpenAIEmbeddings #19

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Merged
merged 4 commits into from
Apr 20, 2024
Merged

Fix argument validation for extractOpenAIEmbeddings #19

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2e8a540
Fix argument validation for extractOpenAIEmbeddings
debymf Apr 17, 2024
7216445
Fixing copyright in test file.
debymf Apr 20, 2024
3d66439
Adding different assertions for the different model sizes.
debymf Apr 20, 2024
48a7073
removing white space.
debymf Apr 20, 2024
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6 changes: 3 additions & 3 deletions extractOpenAIEmbeddings.m
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Original file line number Diff line number Diff line change
Expand Up @@ -20,14 +20,14 @@
% [emb, response] = EXTRACTOPENAIEMBEDDINGS(...) also returns the full
% response from the OpenAI API call.
%
% Copyright 2023 The MathWorks, Inc.
% Copyright 2023-2024 The MathWorks, Inc.

arguments
text (1,:) {mustBeText}
text (1,:) {mustBeNonzeroLengthText}
nvp.ModelName (1,1) {mustBeMember(nvp.ModelName,["text-embedding-ada-002", ...
"text-embedding-3-large", "text-embedding-3-small"])} = "text-embedding-ada-002"
nvp.TimeOut (1,1) {mustBeReal,mustBePositive} = 10
nvp.Dimensions (1,1) {mustBeInteger}
nvp.Dimensions (1,1) {mustBeInteger,mustBePositive, mustBeLessThanOrEqual(nvp.Dimensions, 1536)}
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Do we need mustBeReal as well or is it covered by mustBeInteger? It's worth checking.

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Is 1536 the upper limit for all accepted models?

nvp.ApiKey {llms.utils.mustBeNonzeroLengthTextScalar}
end

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18 changes: 17 additions & 1 deletion tests/textractOpenAIEmbeddings.m
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% Copyright 2023-2024 The MathWorks, Inc.

Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,14 @@ function testInvalidInputs(testCase, InvalidInput)

function invalidInput = iGetInvalidInput
invalidInput = struct( ...
"InvalidEmptyText", struct( ...
"Input",{{ "" }},...
"Error", "MATLAB:validators:mustBeNonzeroLengthText"), ...
...
"InvalidEmptyTextArray", struct( ...
"Input",{{ ["", ""] }},...
"Error", "MATLAB:validators:mustBeNonzeroLengthText"), ...
...
"InvalidTimeOutType", struct( ...
"Input",{{ "bla", "TimeOut", "2" }},...
"Error", "MATLAB:validators:mustBeReal"), ...
Expand All @@ -66,7 +74,7 @@ function testInvalidInputs(testCase, InvalidInput)
...
"WrongTypeText",struct( ...
"Input",{{ 123 }},...
"Error","MATLAB:validators:mustBeText"),...
"Error","MATLAB:validators:mustBeNonzeroLengthText"),...
...
"InvalidModelNameType",struct( ...
"Input",{{"bla", "ModelName", 0 }},...
Expand All @@ -84,6 +92,14 @@ function testInvalidInputs(testCase, InvalidInput)
"Input",{{"bla", "Dimensions", "123" }},...
"Error","MATLAB:validators:mustBeNumericOrLogical"),...
...
"InvalidDimensionValue",struct( ...
"Input",{{"bla", "Dimensions", "-11" }},...
"Error","MATLAB:validators:mustBeNumericOrLogical"),...
...
"LargeDimensionValue",struct( ...
"Input",{{"bla", "Dimensions", 100000 }},...
"Error","MATLAB:validators:mustBeLessThanOrEqual"),...
...
"InvalidDimensionSize",struct( ...
"Input",{{"bla", "Dimensions", [123, 123] }},...
"Error","MATLAB:validation:IncompatibleSize"),...
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