/// import { TestingModule } from '@nestjs/testing'; import type { TestFn } from 'ava'; import ava from 'ava'; import { AuthService } from '../src/core/auth'; import { QuotaModule } from '../src/core/quota'; import { ConfigModule } from '../src/fundamentals/config'; import { CopilotModule } from '../src/plugins/copilot'; import { PromptService } from '../src/plugins/copilot/prompt'; import { CopilotProviderService, registerCopilotProvider, } from '../src/plugins/copilot/providers'; import { ChatSessionService } from '../src/plugins/copilot/session'; import { CopilotCapability, CopilotProviderType, } from '../src/plugins/copilot/types'; import { createTestingModule } from './utils'; import { MockCopilotTestProvider } from './utils/copilot'; const test = ava as TestFn<{ auth: AuthService; module: TestingModule; prompt: PromptService; provider: CopilotProviderService; session: ChatSessionService; }>; test.beforeEach(async t => { const module = await createTestingModule({ imports: [ ConfigModule.forRoot({ plugins: { copilot: { openai: { apiKey: process.env.COPILOT_OPENAI_API_KEY ?? '1', }, fal: { apiKey: '1', }, }, }, }), QuotaModule, CopilotModule, ], }); const auth = module.get(AuthService); const prompt = module.get(PromptService); const provider = module.get(CopilotProviderService); const session = module.get(ChatSessionService); t.context.module = module; t.context.auth = auth; t.context.prompt = prompt; t.context.provider = provider; t.context.session = session; }); test.afterEach.always(async t => { await t.context.module.close(); }); let userId: string; test.beforeEach(async t => { const { auth } = t.context; const user = await auth.signUp('test', 'darksky@affine.pro', '123456'); userId = user.id; }); // ==================== prompt ==================== test('should be able to manage prompt', async t => { const { prompt } = t.context; t.is((await prompt.list()).length, 0, 'should have no prompt'); await prompt.set('test', 'test', [ { role: 'system', content: 'hello' }, { role: 'user', content: 'hello' }, ]); t.is((await prompt.list()).length, 1, 'should have one prompt'); t.is( (await prompt.get('test'))!.finish({}).length, 2, 'should have two messages' ); await prompt.update('test', [{ role: 'system', content: 'hello' }]); t.is( (await prompt.get('test'))!.finish({}).length, 1, 'should have one message' ); await prompt.delete('test'); t.is((await prompt.list()).length, 0, 'should have no prompt'); t.is(await prompt.get('test'), null, 'should not have the prompt'); }); test('should be able to render prompt', async t => { const { prompt } = t.context; const msg = { role: 'system' as const, content: 'translate {{src_language}} to {{dest_language}}: {{content}}', params: { src_language: ['eng'], dest_language: ['chs', 'jpn', 'kor'] }, }; const params = { src_language: 'eng', dest_language: 'chs', content: 'hello world', }; await prompt.set('test', 'test', [msg]); const testPrompt = await prompt.get('test'); t.assert(testPrompt, 'should have prompt'); t.is( testPrompt?.finish(params).pop()?.content, 'translate eng to chs: hello world', 'should render the prompt' ); t.deepEqual( testPrompt?.paramKeys, Object.keys(params), 'should have param keys' ); t.deepEqual(testPrompt?.params, msg.params, 'should have params'); // will use first option if a params not provided t.deepEqual(testPrompt?.finish({ src_language: 'abc' }), [ { content: 'translate eng to chs: ', params: { dest_language: 'chs', src_language: 'eng' }, role: 'system', }, ]); }); test('should be able to render listed prompt', async t => { const { prompt } = t.context; const msg = { role: 'system' as const, content: 'links:\n{{#links}}- {{.}}\n{{/links}}', }; const params = { links: ['https://affine.pro', 'https://github.com/toeverything/affine'], }; await prompt.set('test', 'test', [msg]); const testPrompt = await prompt.get('test'); t.is( testPrompt?.finish(params).pop()?.content, 'links:\n- https://affine.pro\n- https://github.com/toeverything/affine\n', 'should render the prompt' ); }); // ==================== session ==================== test('should be able to manage chat session', async t => { const { prompt, session } = t.context; await prompt.set('prompt', 'model', [ { role: 'system', content: 'hello {{word}}' }, ]); const sessionId = await session.create({ docId: 'test', workspaceId: 'test', userId, promptName: 'prompt', }); t.truthy(sessionId, 'should create session'); const s = (await session.get(sessionId))!; t.is(s.config.sessionId, sessionId, 'should get session'); t.is(s.config.promptName, 'prompt', 'should have prompt name'); t.is(s.model, 'model', 'should have model'); const params = { word: 'world' }; s.push({ role: 'user', content: 'hello', createdAt: new Date() }); // @ts-expect-error const finalMessages = s.finish(params).map(({ createdAt: _, ...m }) => m); t.deepEqual( finalMessages, [ { content: 'hello world', params, role: 'system' }, { content: 'hello', role: 'user' }, ], 'should generate the final message' ); await s.save(); const s1 = (await session.get(sessionId))!; t.deepEqual( // @ts-expect-error s1.finish(params).map(({ createdAt: _, ...m }) => m), finalMessages, 'should same as before message' ); t.deepEqual( // @ts-expect-error s1.finish({}).map(({ createdAt: _, ...m }) => m), [ { content: 'hello ', params: {}, role: 'system' }, { content: 'hello', role: 'user' }, ], 'should generate different message with another params' ); }); test('should be able to process message id', async t => { const { prompt, session } = t.context; await prompt.set('prompt', 'model', [ { role: 'system', content: 'hello {{word}}' }, ]); const sessionId = await session.create({ docId: 'test', workspaceId: 'test', userId, promptName: 'prompt', }); const s = (await session.get(sessionId))!; const textMessage = (await session.createMessage({ sessionId, content: 'hello', }))!; const anotherSessionMessage = (await session.createMessage({ sessionId: 'another-session-id', }))!; await t.notThrowsAsync( s.pushByMessageId(textMessage), 'should push by message id' ); await t.throwsAsync( s.pushByMessageId(anotherSessionMessage), { instanceOf: Error, }, 'should throw error if push by another session message id' ); await t.throwsAsync( s.pushByMessageId('invalid'), { instanceOf: Error }, 'should throw error if push by invalid message id' ); }); test('should be able to generate with message id', async t => { const { prompt, session } = t.context; await prompt.set('prompt', 'model', [ { role: 'system', content: 'hello {{word}}' }, ]); // text message { const sessionId = await session.create({ docId: 'test', workspaceId: 'test', userId, promptName: 'prompt', }); const s = (await session.get(sessionId))!; const message = (await session.createMessage({ sessionId, content: 'hello', }))!; await s.pushByMessageId(message); const finalMessages = s .finish({ word: 'world' }) .map(({ content }) => content); t.deepEqual(finalMessages, ['hello world', 'hello']); } // attachment message { const sessionId = await session.create({ docId: 'test', workspaceId: 'test', userId, promptName: 'prompt', }); const s = (await session.get(sessionId))!; const message = (await session.createMessage({ sessionId, attachments: ['https://affine.pro/example.jpg'], }))!; await s.pushByMessageId(message); const finalMessages = s .finish({ word: 'world' }) .map(({ attachments }) => attachments); t.deepEqual(finalMessages, [ // system prompt undefined, // user prompt ['https://affine.pro/example.jpg'], ]); } // empty message { const sessionId = await session.create({ docId: 'test', workspaceId: 'test', userId, promptName: 'prompt', }); const s = (await session.get(sessionId))!; const message = (await session.createMessage({ sessionId, }))!; await s.pushByMessageId(message); const finalMessages = s .finish({ word: 'world' }) .map(({ content }) => content); // empty message should be filtered t.deepEqual(finalMessages, ['hello world']); } }); test('should save message correctly', async t => { const { prompt, session } = t.context; await prompt.set('prompt', 'model', [ { role: 'system', content: 'hello {{word}}' }, ]); const sessionId = await session.create({ docId: 'test', workspaceId: 'test', userId, promptName: 'prompt', }); const s = (await session.get(sessionId))!; const message = (await session.createMessage({ sessionId, content: 'hello', }))!; await s.pushByMessageId(message); t.is(s.stashMessages.length, 1, 'should get stash messages'); await s.save(); t.is(s.stashMessages.length, 0, 'should empty stash messages after save'); }); // ==================== provider ==================== test('should be able to get provider', async t => { const { provider } = t.context; { const p = await provider.getProviderByCapability( CopilotCapability.TextToText ); t.is( p?.type.toString(), 'openai', 'should get provider support text-to-text' ); } { const p = await provider.getProviderByCapability( CopilotCapability.TextToEmbedding ); t.is( p?.type.toString(), 'openai', 'should get provider support text-to-embedding' ); } { const p = await provider.getProviderByCapability( CopilotCapability.TextToImage ); t.is( p?.type.toString(), 'fal', 'should get provider support text-to-image' ); } { const p = await provider.getProviderByCapability( CopilotCapability.ImageToImage ); t.is( p?.type.toString(), 'fal', 'should get provider support image-to-image' ); } { const p = await provider.getProviderByCapability( CopilotCapability.ImageToText ); t.is( p?.type.toString(), 'openai', 'should get provider support image-to-text' ); } // text-to-image use fal by default, but this case can use // model dall-e-3 to select openai provider { const p = await provider.getProviderByCapability( CopilotCapability.TextToImage, 'dall-e-3' ); t.is( p?.type.toString(), 'openai', 'should get provider support text-to-image and model' ); } // gpt4o is not defined now, but it already published by openai // we should check from online api if it is available { const p = await provider.getProviderByCapability( CopilotCapability.ImageToText, 'gpt-4o' ); t.is( p?.type.toString(), 'openai', 'should get provider support text-to-image and model' ); } // if a model is not defined and not available in online api // it should return null { const p = await provider.getProviderByCapability( CopilotCapability.ImageToText, 'gpt-4-not-exist' ); t.falsy(p, 'should not get provider'); } }); test('should be able to register test provider', async t => { const { provider } = t.context; registerCopilotProvider(MockCopilotTestProvider); const assertProvider = async (cap: CopilotCapability) => { const p = await provider.getProviderByCapability(cap, 'test'); t.is( p?.type, CopilotProviderType.Test, `should get test provider with ${cap}` ); }; await assertProvider(CopilotCapability.TextToText); await assertProvider(CopilotCapability.TextToEmbedding); await assertProvider(CopilotCapability.TextToImage); await assertProvider(CopilotCapability.ImageToImage); await assertProvider(CopilotCapability.ImageToText); });