👤 feat: User ID in Model Query; chore: cleanup ModelService (#1753)

* feat: send the LibreChat user ID as a query param when fetching the list of models

* chore: update bun

* chore: change bun command for building data-provider

* refactor: prefer use of `getCustomConfig` to access custom config, also move to `server/services/Config`

* refactor: make endpoints/custom option for the config optional, add userIdQuery, and use modelQueries log store in ModelService

* refactor(ModelService): use env variables at runtime, use default models from data-provider, and add tests

* docs: add `userIdQuery`

* fix(ci): import changed
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Danny Avila 2024-02-08 10:06:58 -05:00 committed by GitHub
parent d06e5d2e02
commit ff057152e2
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17 changed files with 339 additions and 83 deletions

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const axios = require('axios');
const { fetchModels, getOpenAIModels } = require('./ModelService');
jest.mock('~/utils', () => {
const originalUtils = jest.requireActual('~/utils');
return {
...originalUtils,
processModelData: jest.fn((...args) => {
return originalUtils.processModelData(...args);
}),
};
});
jest.mock('axios');
jest.mock('~/cache/getLogStores', () =>
jest.fn().mockImplementation(() => ({
get: jest.fn().mockResolvedValue(undefined),
set: jest.fn().mockResolvedValue(true),
})),
);
jest.mock('~/config', () => ({
logger: {
error: jest.fn(),
},
}));
jest.mock('./Config/EndpointService', () => ({
config: {
openAIApiKey: 'mockedApiKey',
userProvidedOpenAI: false,
},
}));
axios.get.mockResolvedValue({
data: {
data: [{ id: 'model-1' }, { id: 'model-2' }],
},
});
describe('fetchModels', () => {
it('fetches models successfully from the API', async () => {
const models = await fetchModels({
user: 'user123',
apiKey: 'testApiKey',
baseURL: 'https://api.test.com',
name: 'TestAPI',
});
expect(models).toEqual(['model-1', 'model-2']);
expect(axios.get).toHaveBeenCalledWith(
expect.stringContaining('https://api.test.com/models'),
expect.any(Object),
);
});
it('adds the user ID to the models query when option and ID are passed', async () => {
const models = await fetchModels({
user: 'user123',
apiKey: 'testApiKey',
baseURL: 'https://api.test.com',
userIdQuery: true,
name: 'TestAPI',
});
expect(models).toEqual(['model-1', 'model-2']);
expect(axios.get).toHaveBeenCalledWith(
expect.stringContaining('https://api.test.com/models?user=user123'),
expect.any(Object),
);
});
afterEach(() => {
jest.clearAllMocks();
});
});
describe('fetchModels with createTokenConfig true', () => {
const data = {
data: [
{
id: 'model-1',
pricing: {
prompt: '0.002',
completion: '0.001',
},
context_length: 1024,
},
{
id: 'model-2',
pricing: {
prompt: '0.003',
completion: '0.0015',
},
context_length: 2048,
},
],
};
beforeEach(() => {
// Clears the mock's history before each test
const _utils = require('~/utils');
axios.get.mockResolvedValue({ data });
});
it('creates and stores token configuration if createTokenConfig is true', async () => {
await fetchModels({
user: 'user123',
apiKey: 'testApiKey',
baseURL: 'https://api.test.com',
createTokenConfig: true,
});
const { processModelData } = require('~/utils');
expect(processModelData).toHaveBeenCalled();
expect(processModelData).toHaveBeenCalledWith(data);
});
});
describe('getOpenAIModels', () => {
let originalEnv;
beforeEach(() => {
originalEnv = { ...process.env };
axios.get.mockRejectedValue(new Error('Network error'));
});
afterEach(() => {
process.env = originalEnv;
axios.get.mockReset();
});
it('returns default models when no environment configurations are provided (and fetch fails)', async () => {
const models = await getOpenAIModels({ user: 'user456' });
expect(models).toContain('gpt-4');
});
it('returns `AZURE_OPENAI_MODELS` with `azure` flag (and fetch fails)', async () => {
process.env.AZURE_OPENAI_MODELS = 'azure-model,azure-model-2';
const models = await getOpenAIModels({ azure: true });
expect(models).toEqual(expect.arrayContaining(['azure-model', 'azure-model-2']));
});
it('returns `PLUGIN_MODELS` with `plugins` flag (and fetch fails)', async () => {
process.env.PLUGIN_MODELS = 'plugins-model,plugins-model-2';
const models = await getOpenAIModels({ plugins: true });
expect(models).toEqual(expect.arrayContaining(['plugins-model', 'plugins-model-2']));
});
it('returns `OPENAI_MODELS` with no flags (and fetch fails)', async () => {
process.env.OPENAI_MODELS = 'openai-model,openai-model-2';
const models = await getOpenAIModels({});
expect(models).toEqual(expect.arrayContaining(['openai-model', 'openai-model-2']));
});
it('attempts to use OPENROUTER_API_KEY if set', async () => {
process.env.OPENROUTER_API_KEY = 'test-router-key';
const expectedModels = ['model-router-1', 'model-router-2'];
axios.get.mockResolvedValue({
data: {
data: expectedModels.map((id) => ({ id })),
},
});
const models = await getOpenAIModels({ user: 'user456' });
expect(models).toEqual(expect.arrayContaining(expectedModels));
expect(axios.get).toHaveBeenCalled();
});
it('utilizes proxy configuration when PROXY is set', async () => {
axios.get.mockResolvedValue({
data: {
data: [],
},
});
process.env.PROXY = 'http://localhost:8888';
await getOpenAIModels({ user: 'user456' });
expect(axios.get).toHaveBeenCalledWith(
expect.any(String),
expect.objectContaining({
httpsAgent: expect.anything(),
}),
);
});
});
describe('getOpenAIModels with mocked config', () => {
it('uses alternative behavior when userProvidedOpenAI is true', async () => {
jest.mock('./Config/EndpointService', () => ({
config: {
openAIApiKey: 'mockedApiKey',
userProvidedOpenAI: true,
},
}));
jest.mock('librechat-data-provider', () => {
const original = jest.requireActual('librechat-data-provider');
return {
...original,
defaultModels: {
[original.EModelEndpoint.openAI]: ['some-default-model'],
},
};
});
jest.resetModules();
const { getOpenAIModels } = require('./ModelService');
const models = await getOpenAIModels({ user: 'user456' });
expect(models).toContain('some-default-model');
});
});