alibaba provider (#3103)

* Add alibaba provider

* add tests
This commit is contained in:
ProgrammerIn-wonderland
2026-05-13 03:21:15 -04:00
committed by GitHub
parent d1afe6c3cf
commit 700fc4d27e
5 changed files with 1939 additions and 6 deletions
@@ -41,6 +41,7 @@ import { OpenRouterProvider } from './providers/openrouter/OpenRouterProvider.js
import { TogetherAIProvider } from './providers/together/TogetherAIProvider.js';
import { XAIProvider } from './providers/xai/XAIProvider.js';
import { ZAIProvider } from './providers/zai/ZAIProvider.js';
import { AlibabaProvider } from './providers/alibaba/AlibabaProvider.js';
import { MoonshotProvider } from './providers/moonshot/MoonshotProvider.js';
import type {
IChatCompleteResult,
@@ -751,13 +752,13 @@ export class ChatCompletionDriver extends PuterDriver {
);
}
const openrouter = providers['openrouter'];
const openrouterKey = readKey(openrouter);
if (openrouterKey) {
this.#providers['openrouter'] = new OpenRouterProvider(
const alibaba = providers['alibaba'];
const alibabaKey = readKey(alibaba);
if (alibabaKey) {
this.#providers['alibaba'] = new AlibabaProvider(
{
apiKey: openrouterKey,
apiBaseUrl: openrouter?.apiBaseUrl as string | undefined,
apiKey: alibabaKey,
apiBaseUrl: alibaba?.apiBaseUrl as string | undefined,
},
metering,
);
@@ -782,6 +783,18 @@ export class ChatCompletionDriver extends PuterDriver {
);
}
const openrouter = providers['openrouter'];
const openrouterKey = readKey(openrouter);
if (openrouterKey) {
this.#providers['openrouter'] = new OpenRouterProvider(
{
apiKey: openrouterKey,
apiBaseUrl: openrouter?.apiBaseUrl as string | undefined,
},
metering,
);
}
// Fake provider — always available for testing
this.#providers['fake-chat'] = new FakeChatProvider();
}
@@ -0,0 +1,63 @@
/**
* Copyright (C) 2024-present Puter Technologies Inc.
*
* This file is part of Puter.
*
* Puter is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published
* by the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*/
/**
* Integration test for the Alibaba provider.
*
* Uses `qwen-turbo` (cheapest generally-available model). Skipped
* when `PUTER_TEST_AI_ALIBABA_API_KEY` is unset.
*/
import { describe, expect, it } from 'vitest';
import {
INTEGRATION_TEST_TIMEOUT_MS,
makeMeteringStub,
optionalEnv,
skipUnlessEnv,
withTestActor,
} from '../../../integrationTestUtil.js';
import { AlibabaProvider } from './AlibabaProvider.js';
const ENV_VAR = 'PUTER_TEST_AI_ALIBABA_API_KEY';
describe.skipIf(skipUnlessEnv(ENV_VAR))(
'AlibabaProvider (integration)',
() => {
it('returns a non-empty completion from qwen-turbo', { timeout: INTEGRATION_TEST_TIMEOUT_MS }, async () => {
const provider = new AlibabaProvider(
{ apiKey: optionalEnv(ENV_VAR)! },
makeMeteringStub(),
);
const result = await withTestActor(() =>
provider.complete({
model: 'qwen-turbo',
messages: [
{ role: 'user', content: 'Say hi in one word.' },
],
max_tokens: 16,
}),
);
const text = (result as { message?: { content?: string } }).message
?.content;
expect(typeof text === 'string' && text.length > 0).toBe(true);
});
},
);
@@ -0,0 +1,720 @@
/*
* Copyright (C) 2024-present Puter Technologies Inc.
*
* This file is part of Puter.
*
* Puter is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published
* by the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*/
/**
* Offline unit tests for AlibabaProvider.
*
* Boots a real PuterServer (in-memory sqlite + dynamo + s3 + mock
* redis) and constructs AlibabaProvider directly against the live
* wired `MeteringService` so the recording side is exercised end-to-
* end. Alibaba is OpenAI-compatible so the OpenAI SDK is mocked at
* the module boundary; that's the real network egress point. The
* companion integration test (AlibabaProvider.integration.test.ts)
* exercises the real DashScope endpoint.
*/
import { Writable } from 'node:stream';
import {
afterAll,
afterEach,
beforeAll,
beforeEach,
describe,
expect,
it,
vi,
type MockInstance,
} from 'vitest';
import { SYSTEM_ACTOR } from '../../../../core/actor.js';
import type { MeteringService } from '../../../../services/metering/MeteringService.js';
import { PuterServer } from '../../../../server.js';
import { setupTestServer } from '../../../../testUtil.js';
import { withTestActor } from '../../../integrationTestUtil.js';
import { AIChatStream } from '../../utils/Streaming.js';
import { ALIBABA_MODELS } from './models.js';
import { AlibabaProvider } from './AlibabaProvider.js';
// ── OpenAI SDK mock ─────────────────────────────────────────────────
const { createMock, openAICtor } = vi.hoisted(() => {
const createMock = vi.fn();
const openAICtor = vi.fn();
return { createMock, openAICtor };
});
vi.mock('openai', () => {
const OpenAICtor = vi.fn().mockImplementation(function (
this: Record<string, unknown>,
opts: unknown,
) {
openAICtor(opts);
this.chat = { completions: { create: createMock } };
});
return { OpenAI: OpenAICtor, default: { OpenAI: OpenAICtor } };
});
// ── Test harness ────────────────────────────────────────────────────
let server: PuterServer;
let recordSpy: MockInstance<MeteringService['utilRecordUsageObject']>;
beforeAll(async () => {
server = await setupTestServer();
});
afterAll(async () => {
await server?.shutdown();
});
const makeProvider = (config?: { apiKey?: string; apiBaseUrl?: string }) => {
const provider = new AlibabaProvider(
{ apiKey: 'test-key', ...config },
server.services.metering,
);
return { provider };
};
const asAsyncIterable = <T>(items: T[]): AsyncIterable<T> => ({
async *[Symbol.asyncIterator]() {
for (const item of items) {
yield item;
}
},
});
const makeCapturingChatStream = () => {
const chunks: string[] = [];
const sink = new Writable({
write(chunk, _enc, cb) {
chunks.push(chunk.toString('utf8'));
cb();
},
});
const chatStream = new AIChatStream({ stream: sink });
return {
chatStream,
events: () =>
chunks
.join('')
.split('\n')
.filter(Boolean)
.map((line) => JSON.parse(line)),
};
};
beforeEach(() => {
createMock.mockReset();
openAICtor.mockReset();
recordSpy = vi.spyOn(server.services.metering, 'utilRecordUsageObject');
});
afterEach(() => {
vi.restoreAllMocks();
});
// ── Construction ────────────────────────────────────────────────────
describe('AlibabaProvider construction', () => {
it('points the OpenAI SDK at the DashScope base URL with the configured key', () => {
makeProvider();
expect(openAICtor).toHaveBeenCalledTimes(1);
expect(openAICtor).toHaveBeenCalledWith({
apiKey: 'test-key',
baseURL:
'https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
});
});
it('uses a custom base URL when configured', () => {
makeProvider({ apiBaseUrl: 'https://custom.endpoint/v1' });
expect(openAICtor).toHaveBeenCalledWith({
apiKey: 'test-key',
baseURL: 'https://custom.endpoint/v1',
});
});
});
// ── Model catalog ───────────────────────────────────────────────────
describe('AlibabaProvider model catalog', () => {
it('returns qwen-plus-latest as the default', () => {
const { provider } = makeProvider();
expect(provider.getDefaultModel()).toBe('qwen-plus-latest');
});
it('exposes the static ALIBABA_MODELS list verbatim from models()', () => {
const { provider } = makeProvider();
expect(provider.models()).toBe(ALIBABA_MODELS);
});
it('list() flattens canonical ids and aliases', async () => {
const { provider } = makeProvider();
const ids = await provider.list();
for (const m of ALIBABA_MODELS) {
expect(ids).toContain(m.id);
for (const a of m.aliases ?? []) {
expect(ids).toContain(a);
}
}
expect(ids).toContain('qwen-plus');
expect(ids).toContain('qwen/qwen-plus');
expect(ids).toContain('qwen-max');
expect(ids).toContain('qwen/qwen-max');
});
});
// ── Request shape ───────────────────────────────────────────────────
describe('AlibabaProvider.complete request shape', () => {
const baseCompletion = {
choices: [
{
message: { content: 'hi', role: 'assistant' },
finish_reason: 'stop',
},
],
usage: { prompt_tokens: 1, completion_tokens: 1 },
};
it('forwards model + messages and defaults max_tokens to 1000 when caller omits it', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hello' }],
}),
);
const [args] = createMock.mock.calls[0]!;
expect(args.model).toBe('qwen-plus');
expect(args.messages).toEqual([{ role: 'user', content: 'hello' }]);
expect(args.max_tokens).toBe(1000);
});
it('respects an explicit max_tokens override', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
max_tokens: 256,
}),
);
expect(createMock.mock.calls[0]![0].max_tokens).toBe(256);
});
it('forwards temperature when supplied', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
temperature: 0.7,
}),
);
expect(createMock.mock.calls[0]![0].temperature).toBe(0.7);
});
it('omits the `tools` key entirely when no tools are supplied', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
}),
);
const [args] = createMock.mock.calls[0]!;
expect('tools' in args).toBe(false);
});
it('passes tool definitions through unchanged when supplied', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
const tools = [
{
type: 'function',
function: {
name: 'lookup',
parameters: { type: 'object', properties: {} },
},
},
];
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
tools,
}),
);
expect(createMock.mock.calls[0]![0].tools).toBe(tools);
});
it('only sets stream_options.include_usage when streaming', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
stream: false,
}),
);
const [nonStreamArgs] = createMock.mock.calls[0]!;
expect(nonStreamArgs.stream).toBe(false);
expect('stream_options' in nonStreamArgs).toBe(false);
createMock.mockReturnValueOnce(asAsyncIterable([]));
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
stream: true,
}),
);
const [streamArgs] = createMock.mock.calls[1]!;
expect(streamArgs.stream).toBe(true);
expect(streamArgs.stream_options).toEqual({ include_usage: true });
});
it('hoists Puter-style tool_use blocks into OpenAI tool_calls before sending', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [
{
role: 'assistant',
content: [
{
type: 'tool_use',
id: 'call_1',
name: 'lookup',
input: { q: 'puter' },
},
],
},
],
}),
);
const [args] = createMock.mock.calls[0]!;
expect(args.messages[0].content).toBeNull();
expect(args.messages[0].tool_calls).toEqual([
{
id: 'call_1',
type: 'function',
function: {
name: 'lookup',
arguments: JSON.stringify({ q: 'puter' }),
},
},
]);
});
});
// ── Model resolution ────────────────────────────────────────────────
describe('AlibabaProvider model resolution', () => {
const baseCompletion = {
choices: [
{
message: { content: 'ok', role: 'assistant' },
finish_reason: 'stop',
},
],
usage: { prompt_tokens: 1, completion_tokens: 1 },
};
it('resolves an exact canonical id', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen-max',
messages: [{ role: 'user', content: 'hi' }],
}),
);
expect(createMock.mock.calls[0]![0].model).toBe('qwen-max');
expect(recordSpy).toHaveBeenCalledWith(
expect.any(Object),
expect.anything(),
'alibaba:qwen-max',
expect.any(Object),
);
});
it('resolves an alias to its canonical id (alias rewriting)', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce(baseCompletion);
await withTestActor(() =>
provider.complete({
model: 'qwen/qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
}),
);
expect(createMock.mock.calls[0]![0].model).toBe('qwen-plus');
expect(recordSpy).toHaveBeenCalledWith(
expect.any(Object),
expect.anything(),
'alibaba:qwen-plus',
expect.any(Object),
);
});
});
// ── Non-stream completion ───────────────────────────────────────────
describe('AlibabaProvider.complete non-stream output', () => {
it('returns the first choice and runs the metered usage calculator', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce({
choices: [
{
message: { content: 'hi there', role: 'assistant' },
finish_reason: 'stop',
},
],
usage: { prompt_tokens: 100, completion_tokens: 50 },
});
const result = await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
}),
);
expect(result).toMatchObject({
message: { content: 'hi there', role: 'assistant' },
finish_reason: 'stop',
});
expect((result as { usage: unknown }).usage).toEqual({
prompt_tokens: 100,
completion_tokens: 50,
cached_tokens: 0,
});
const qwenPlus = ALIBABA_MODELS.find((m) => m.id === 'qwen-plus')!;
expect(recordSpy).toHaveBeenCalledTimes(1);
const [usage, actor, prefix, overrides] = recordSpy.mock.calls[0]!;
expect(usage).toEqual({
prompt_tokens: 100,
completion_tokens: 50,
cached_tokens: 0,
});
expect(actor).toBe(SYSTEM_ACTOR);
expect(prefix).toBe('alibaba:qwen-plus');
expect(overrides).toEqual({
prompt_tokens: 100 * Number(qwenPlus.costs.prompt_tokens),
completion_tokens: 50 * Number(qwenPlus.costs.completion_tokens),
cached_tokens: 0,
});
});
it('preserves OpenAI-shaped tool_calls on the assistant response', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce({
choices: [
{
message: {
role: 'assistant',
content: null,
tool_calls: [
{
id: 'call_1',
type: 'function',
function: {
name: 'lookup',
arguments: '{"q":"puter"}',
},
},
],
},
finish_reason: 'tool_calls',
},
],
usage: { prompt_tokens: 1, completion_tokens: 1 },
});
const result = (await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'do a tool call' }],
tools: [
{
type: 'function',
function: { name: 'lookup', parameters: {} },
},
],
}),
)) as { message: { tool_calls?: unknown[] }; finish_reason: string };
expect(result.finish_reason).toBe('tool_calls');
expect(result.message.tool_calls).toEqual([
{
id: 'call_1',
type: 'function',
function: { name: 'lookup', arguments: '{"q":"puter"}' },
},
]);
});
it('zeroes cached_tokens when prompt_tokens_details is missing', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce({
choices: [
{
message: { content: 'ok', role: 'assistant' },
finish_reason: 'stop',
},
],
usage: { prompt_tokens: 7, completion_tokens: 3 },
});
await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'hi' }],
}),
);
const [usage, , , overrides] = recordSpy.mock.calls[0]!;
expect(usage.cached_tokens).toBe(0);
expect(overrides).toMatchObject({ cached_tokens: 0 });
});
it('accounts for cached_tokens when prompt_tokens_details is present', async () => {
const { provider } = makeProvider();
createMock.mockResolvedValueOnce({
choices: [
{
message: { content: 'ok', role: 'assistant' },
finish_reason: 'stop',
},
],
usage: {
prompt_tokens: 50,
completion_tokens: 20,
prompt_tokens_details: { cached_tokens: 15 },
},
});
await withTestActor(() =>
provider.complete({
model: 'qwen3.6-max-preview',
messages: [{ role: 'user', content: 'hi' }],
}),
);
const model = ALIBABA_MODELS.find(
(m) => m.id === 'qwen3.6-max-preview',
)!;
const [usage, , prefix, overrides] = recordSpy.mock.calls[0]!;
expect(usage).toEqual({
prompt_tokens: 50,
completion_tokens: 20,
cached_tokens: 15,
});
expect(prefix).toBe('alibaba:qwen3.6-max-preview');
expect(overrides).toEqual({
prompt_tokens: 50 * Number(model.costs.prompt_tokens),
completion_tokens: 20 * Number(model.costs.completion_tokens),
cached_tokens: 15 * Number(model.costs.cached_tokens ?? 0),
});
});
});
// ── Streaming deltas ────────────────────────────────────────────────
describe('AlibabaProvider.complete streaming', () => {
it('streams text deltas through to text events and meters final usage', async () => {
const { provider } = makeProvider();
createMock.mockReturnValueOnce(
asAsyncIterable([
{ choices: [{ delta: { content: 'hel' } }] },
{ choices: [{ delta: { content: 'lo' } }] },
{
choices: [{ delta: {} }],
usage: { prompt_tokens: 4, completion_tokens: 2 },
},
]),
);
const result = await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'say hi' }],
stream: true,
}),
);
expect((result as { stream: boolean }).stream).toBe(true);
const harness = makeCapturingChatStream();
await (
result as {
init_chat_stream: (p: { chatStream: unknown }) => Promise<void>;
}
).init_chat_stream({ chatStream: harness.chatStream });
const events = harness.events();
const textEvents = events.filter((e) => e.type === 'text');
expect(textEvents.map((e) => e.text)).toEqual(['hel', 'lo']);
const usageEvent = events.find((e) => e.type === 'usage');
expect(usageEvent?.usage).toEqual({
prompt_tokens: 4,
completion_tokens: 2,
cached_tokens: 0,
});
const qwenPlus = ALIBABA_MODELS.find((m) => m.id === 'qwen-plus')!;
expect(recordSpy).toHaveBeenCalledTimes(1);
const [, , prefix, overrides] = recordSpy.mock.calls[0]!;
expect(prefix).toBe('alibaba:qwen-plus');
expect(overrides).toEqual({
prompt_tokens: 4 * Number(qwenPlus.costs.prompt_tokens),
completion_tokens: 2 * Number(qwenPlus.costs.completion_tokens),
cached_tokens: 0,
});
});
it('builds a tool_use block from streamed function-call deltas', async () => {
const { provider } = makeProvider();
createMock.mockReturnValueOnce(
asAsyncIterable([
{
choices: [
{
delta: {
tool_calls: [
{
index: 0,
id: 'call_1',
function: {
name: 'lookup',
arguments: '{"q":',
},
},
],
},
},
],
},
{
choices: [
{
delta: {
tool_calls: [
{
index: 0,
function: { arguments: '"puter"}' },
},
],
},
},
],
},
{
choices: [{ delta: {} }],
usage: { prompt_tokens: 1, completion_tokens: 1 },
},
]),
);
const result = await withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'do tool call' }],
tools: [
{
type: 'function',
function: { name: 'lookup', parameters: {} },
},
],
stream: true,
}),
);
const harness = makeCapturingChatStream();
await (
result as {
init_chat_stream: (p: { chatStream: unknown }) => Promise<void>;
}
).init_chat_stream({ chatStream: harness.chatStream });
const events = harness.events();
const toolEvent = events.find((e) => e.type === 'tool_use');
expect(toolEvent).toBeDefined();
expect(toolEvent?.id).toBe('call_1');
expect(toolEvent?.name).toBe('lookup');
expect(toolEvent?.input).toEqual({ q: 'puter' });
});
});
// ── Error mapping ───────────────────────────────────────────────────
describe('AlibabaProvider.complete error mapping', () => {
it('rethrows errors raised by the OpenAI client unchanged', async () => {
const { provider } = makeProvider();
const apiError = new Error('DashScope exploded');
createMock.mockRejectedValueOnce(apiError);
await expect(
withTestActor(() =>
provider.complete({
model: 'qwen-plus',
messages: [{ role: 'user', content: 'boom' }],
}),
),
).rejects.toBe(apiError);
expect(recordSpy).not.toHaveBeenCalled();
});
});
// ── Moderation ──────────────────────────────────────────────────────
describe('AlibabaProvider.checkModeration', () => {
it('throws — Alibaba provider does not implement moderation', () => {
const { provider } = makeProvider();
expect(() => provider.checkModeration('anything')).toThrow(
/not implemented/i,
);
});
});
@@ -0,0 +1,123 @@
/*
* Copyright (C) 2024-present Puter Technologies Inc.
*
* This file is part of Puter.
*
* Puter is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published
* by the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*/
import { OpenAI } from 'openai';
import { ChatCompletionCreateParams } from 'openai/resources/index.js';
import { Context } from '../../../../core/context.js';
import type { MeteringService } from '../../../../services/metering/MeteringService.js';
import type { IChatProvider, ICompleteArguments } from '../../types.js';
import * as OpenAIUtil from '../../utils/OpenAIUtil.js';
import { ALIBABA_MODELS } from './models.js';
type AlibabaConfig = {
apiKey: string;
apiBaseUrl?: string;
};
export class AlibabaProvider implements IChatProvider {
#openai: OpenAI;
#meteringService: MeteringService;
constructor(config: AlibabaConfig, meteringService: MeteringService) {
this.#openai = new OpenAI({
apiKey: config.apiKey,
baseURL:
config.apiBaseUrl ??
'https://dashscope-intl.aliyuncs.com/compatible-mode/v1',
});
this.#meteringService = meteringService;
}
getDefaultModel() {
return 'qwen-plus-latest';
}
models() {
return ALIBABA_MODELS;
}
async list() {
const models = this.models();
const modelNames: string[] = [];
for (const model of models) {
modelNames.push(model.id);
if (model.aliases) {
modelNames.push(...model.aliases);
}
}
return modelNames;
}
async complete({
messages,
stream,
model,
tools,
max_tokens,
temperature,
}: ICompleteArguments): ReturnType<IChatProvider['complete']> {
const actor = Context.get('actor');
const availableModels = this.models();
const modelUsed =
availableModels.find((m) =>
[m.id, ...(m.aliases || [])].includes(model),
) || availableModels.find((m) => m.id === this.getDefaultModel())!;
messages = await OpenAIUtil.process_input_messages(messages);
const completion = await this.#openai.chat.completions.create({
messages,
model: modelUsed.id,
...(tools ? { tools } : {}),
max_tokens: max_tokens || 1000,
temperature,
stream,
...(stream
? {
stream_options: { include_usage: true },
}
: {}),
} as ChatCompletionCreateParams);
return OpenAIUtil.handle_completion_output({
usage_calculator: ({ usage }) => {
const trackedUsage = OpenAIUtil.extractMeteredUsage(usage);
const costsOverride = Object.fromEntries(
Object.entries(trackedUsage).map(([k, v]) => {
return [k, v * modelUsed.costs[k]];
}),
);
this.#meteringService.utilRecordUsageObject(
trackedUsage,
actor!,
`alibaba:${modelUsed.id}`,
costsOverride,
);
return trackedUsage;
},
stream,
completion,
});
}
checkModeration(_text: string) {
throw new Error('Method not implemented.');
}
}
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