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feat(OpenAI Node): Filter available models by blacklisting rather than whitelisting (#14780)
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@@ -31,6 +31,11 @@ describe('searchModels', () => {
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{ id: 'gpt-3.5-turbo-instruct' },
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{ id: 'ft:gpt-3.5-turbo' },
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{ id: 'o1-model' },
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{ id: 'whisper-1' },
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{ id: 'davinci-instruct-beta' },
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{ id: 'computer-use-preview' },
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{ id: 'whisper-1-preview' },
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{ id: 'tts-model' },
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{ id: 'other-model' },
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],
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}),
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@@ -53,7 +58,13 @@ describe('searchModels', () => {
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baseURL: 'https://api.openai.com/v1',
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apiKey: 'test-api-key',
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});
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expect(result.results).toHaveLength(4);
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expect(result.results).toEqual([
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{ name: 'ft:gpt-3.5-turbo', value: 'ft:gpt-3.5-turbo' },
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{ name: 'gpt-3.5-turbo', value: 'gpt-3.5-turbo' },
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{ name: 'gpt-4', value: 'gpt-4' },
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{ name: 'o1-model', value: 'o1-model' },
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{ name: 'other-model', value: 'other-model' },
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]);
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});
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it('should initialize OpenAI with correct credentials', async () => {
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@@ -86,8 +97,20 @@ describe('searchModels', () => {
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mockContext.getNodeParameter = jest.fn().mockReturnValue('https://custom-api.com');
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const result = await searchModels.call(mockContext);
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expect(result.results).toHaveLength(6);
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expect(result.results).toEqual([
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{ name: 'computer-use-preview', value: 'computer-use-preview' },
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{ name: 'davinci-instruct-beta', value: 'davinci-instruct-beta' },
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{ name: 'ft:gpt-3.5-turbo', value: 'ft:gpt-3.5-turbo' },
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{ name: 'gpt-3.5-turbo', value: 'gpt-3.5-turbo' },
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{ name: 'gpt-3.5-turbo-instruct', value: 'gpt-3.5-turbo-instruct' },
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{ name: 'gpt-4', value: 'gpt-4' },
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{ name: 'o1-model', value: 'o1-model' },
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{ name: 'other-model', value: 'other-model' },
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{ name: 'tts-model', value: 'tts-model' },
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{ name: 'whisper-1', value: 'whisper-1' },
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{ name: 'whisper-1-preview', value: 'whisper-1-preview' },
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]);
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expect(result.results).toHaveLength(11);
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});
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it('should filter models based on search term', async () => {
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@@ -16,26 +16,31 @@ export async function searchModels(
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const filteredModels = models.filter((model: { id: string }) => {
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const url = baseURL && new URL(baseURL);
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const isValidModel =
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(url && url.hostname !== 'api.openai.com') ||
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model.id.startsWith('ft:') ||
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model.id.startsWith('o1') ||
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model.id.startsWith('o3') ||
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(model.id.startsWith('gpt-') && !model.id.includes('instruct'));
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const isCustomAPI = url && url.hostname !== 'api.openai.com';
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// Filter out TTS, embedding, image generation, and other models
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const isInvalidModel =
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!isCustomAPI &&
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(model.id.startsWith('babbage') ||
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model.id.startsWith('davinci') ||
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model.id.startsWith('computer-use') ||
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model.id.startsWith('dall-e') ||
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model.id.startsWith('text-embedding') ||
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model.id.startsWith('tts') ||
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model.id.startsWith('whisper') ||
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model.id.startsWith('omni-moderation') ||
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(model.id.startsWith('gpt-') && model.id.includes('instruct')));
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if (!filter) return isValidModel;
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if (!filter) return !isInvalidModel;
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return isValidModel && model.id.toLowerCase().includes(filter.toLowerCase());
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return !isInvalidModel && model.id.toLowerCase().includes(filter.toLowerCase());
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});
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filteredModels.sort((a, b) => a.id.localeCompare(b.id));
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const results = {
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return {
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results: filteredModels.map((model: { id: string }) => ({
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name: model.id,
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value: model.id,
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})),
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};
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return results;
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}
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@@ -66,7 +66,6 @@ const getModelSearch =
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}
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results = results.sort((a, b) => a.name.localeCompare(b.name));
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return {
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results,
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};
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@@ -79,14 +78,20 @@ export async function modelSearch(
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const credentials = await this.getCredentials<{ url: string }>('openAiApi');
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const url = credentials.url && new URL(credentials.url);
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const isCustomAPI = url && url.hostname !== 'api.openai.com';
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return await getModelSearch(
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(model) =>
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isCustomAPI ||
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model.id.startsWith('gpt-') ||
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model.id.startsWith('ft:') ||
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model.id.startsWith('o1') ||
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model.id.startsWith('o3'),
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!isCustomAPI &&
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!(
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model.id.startsWith('babbage') ||
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model.id.startsWith('davinci') ||
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model.id.startsWith('computer-use') ||
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model.id.startsWith('dall-e') ||
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model.id.startsWith('text-embedding') ||
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model.id.startsWith('tts') ||
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model.id.startsWith('whisper') ||
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model.id.startsWith('omni-moderation') ||
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(model.id.startsWith('gpt-') && model.id.includes('instruct'))
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),
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)(this, filter);
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}
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