mcp
This commit is contained in:
@@ -19,7 +19,7 @@ JWT_REFRESH_SECRET=change-me-refresh-secret
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CLIENT_URL=http://localhost:8080
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MISTRAL_API_KEY=
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MISTRAL_MODEL=mistral-small-latest
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MISTRAL_AGENT_ID=
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MAIL_ENABLED=true
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SMTP_HOST=host.docker.internal
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@@ -16,7 +16,7 @@ JWT_REFRESH_SECRET=change-me-refresh-secret
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CLIENT_URL=http://localhost:4200
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MISTRAL_API_KEY=
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MISTRAL_MODEL=mistral-small-latest
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MISTRAL_AGENT_ID=
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MAIL_ENABLED=true
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SMTP_HOST=localhost
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@@ -46,14 +46,14 @@ $ npm run start:prod
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## Mistral assistant
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The in-app assistant calls Mistral from the API server. Configure the key in the API environment, never in the Angular client:
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The in-app assistant calls a configured Mistral agent from the API server. Configure the key and agent id in the API environment, never in the Angular client:
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```bash
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MISTRAL_API_KEY=your-mistral-api-key
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MISTRAL_MODEL=mistral-small-latest
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MISTRAL_AGENT_ID=your-mistral-agent-id
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```
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The authenticated frontend calls `POST /api/assistant/chat`; the API then calls Mistral and may execute allowed Listify actions such as creating lists or adding list items.
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The Mistral agent should have the `listify` connector attached. The authenticated frontend calls `POST /api/assistant/chat`; the API forwards the conversation to `POST /v1/agents/completions` and returns the assistant text. Listify does not parse or execute tool calls locally in this path.
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## Run tests
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@@ -1,11 +1,10 @@
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import { Module } from '@nestjs/common';
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import { AuthModule } from '../auth/auth.module';
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import { ListsModule } from '../lists/lists.module';
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import { AssistantController } from './assistant.controller';
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import { AssistantService } from './assistant.service';
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@Module({
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imports: [AuthModule, ListsModule],
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imports: [AuthModule],
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controllers: [AssistantController],
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providers: [AssistantService],
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})
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@@ -1,170 +1,71 @@
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import { ServiceUnavailableException } from '@nestjs/common';
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import { UserList } from '../list-templates/list-template.types';
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import { ListsService } from '../lists/lists.service';
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import { AssistantService } from './assistant.service';
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describe('AssistantService', () => {
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const originalFetch = global.fetch;
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const originalApiKey = process.env.MISTRAL_API_KEY;
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let listsService: Pick<ListsService, 'listLists' | 'createList' | 'addItem'>;
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const originalAgentId = process.env.MISTRAL_AGENT_ID;
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let service: AssistantService;
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beforeEach(() => {
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process.env.MISTRAL_API_KEY = 'test-key';
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process.env.MISTRAL_AGENT_ID = 'agent-listify';
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global.fetch = jest.fn();
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listsService = {
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listLists: jest.fn(),
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createList: jest.fn(),
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addItem: jest.fn(),
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};
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service = new AssistantService(listsService as ListsService);
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service = new AssistantService();
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});
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afterEach(() => {
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global.fetch = originalFetch;
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process.env.MISTRAL_API_KEY = originalApiKey;
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delete process.env.MISTRAL_MODEL;
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process.env.MISTRAL_AGENT_ID = originalAgentId;
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});
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it('returns a plain assistant response without tool calls', async () => {
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it('forwards messages to the configured Mistral agent', async () => {
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mockMistralResponse({
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choices: [{ message: { content: 'Klar, ich helfe dir.' } }],
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choices: [
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{
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message: {
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content: 'Ich habe den Listify-Connector verwendet.',
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},
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},
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],
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});
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const result = await service.chat('user-1', {
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messages: [{ role: 'user', content: 'Hallo' }],
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messages: [
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{ role: 'assistant', content: 'Hallo' },
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{ role: 'user', content: 'Erstelle eine Liste' },
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],
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});
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expect(global.fetch).toHaveBeenCalledWith(
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'https://api.mistral.ai/v1/agents/completions',
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expect.objectContaining({
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method: 'POST',
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headers: {
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Authorization: 'Bearer test-key',
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'Content-Type': 'application/json',
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},
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body: JSON.stringify({
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agent_id: 'agent-listify',
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messages: [
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{ role: 'assistant', content: 'Hallo' },
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{ role: 'user', content: 'Erstelle eine Liste' },
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],
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stream: false,
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response_format: {
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type: 'text',
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},
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}),
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}),
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);
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expect(result).toEqual({
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message: { role: 'assistant', content: 'Klar, ich helfe dir.' },
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message: {
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role: 'assistant',
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content: 'Ich habe den Listify-Connector verwendet.',
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},
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actions: [],
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});
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expect(global.fetch).toHaveBeenCalledTimes(1);
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});
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it('executes create_list tool calls and returns the final assistant response', async () => {
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const createdList = list({ id: 'list-1', name: 'Sommerurlaub' });
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const completedList = list({
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id: 'list-1',
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name: 'Sommerurlaub',
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items: ['Pass'],
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});
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jest.mocked(listsService.createList).mockResolvedValue(createdList);
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jest.mocked(listsService.addItem).mockResolvedValue(completedList);
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mockMistralResponse(
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{
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choices: [
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{
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message: {
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content: '',
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tool_calls: [
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{
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id: 'call-1',
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type: 'function',
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function: {
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name: 'create_list',
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arguments: JSON.stringify({
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name: 'Sommerurlaub',
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kind: 'packing',
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items: [{ title: 'Pass' }],
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}),
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},
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},
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],
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},
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},
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],
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},
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{
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choices: [
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{
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message: {
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content: 'Ich habe die Packliste Sommerurlaub erstellt.',
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},
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},
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],
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},
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);
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const result = await service.chat('user-1', {
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messages: [{ role: 'user', content: 'Erstelle eine Packliste' }],
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});
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expect(listsService.createList).toHaveBeenCalledWith('user-1', {
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name: 'Sommerurlaub',
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description: undefined,
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kind: 'packing',
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});
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expect(listsService.addItem).toHaveBeenCalledWith('user-1', 'list-1', {
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title: 'Pass',
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notes: undefined,
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quantity: undefined,
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required: undefined,
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});
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expect(result.actions).toEqual([
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{
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type: 'list.created',
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listId: 'list-1',
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list: completedList,
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},
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]);
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expect(result.message.content).toBe(
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'Ich habe die Packliste Sommerurlaub erstellt.',
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);
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});
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it('executes add_list_item tool calls', async () => {
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const updatedList = list({
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id: 'list-1',
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name: 'Einkauf',
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items: ['Milch'],
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});
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jest.mocked(listsService.addItem).mockResolvedValue(updatedList);
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mockMistralResponse(
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{
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choices: [
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{
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message: {
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content: '',
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tool_calls: [
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{
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id: 'call-1',
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type: 'function',
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function: {
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name: 'add_list_item',
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arguments: JSON.stringify({
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listId: 'list-1',
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title: 'Milch',
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quantity: 2,
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}),
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},
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},
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],
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},
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},
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],
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},
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{
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choices: [{ message: { content: 'Milch wurde hinzugefuegt.' } }],
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},
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);
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const result = await service.chat('user-1', {
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messages: [{ role: 'user', content: 'Fuege Milch hinzu' }],
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});
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expect(listsService.addItem).toHaveBeenCalledWith('user-1', 'list-1', {
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title: 'Milch',
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notes: undefined,
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quantity: 2,
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required: undefined,
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});
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expect(result.actions[0]).toEqual({
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type: 'list.item_added',
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listId: 'list-1',
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itemTitle: 'Milch',
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list: updatedList,
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});
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});
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it('fails clearly when the api key is missing', async () => {
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@@ -176,45 +77,21 @@ describe('AssistantService', () => {
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}),
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).rejects.toThrow(ServiceUnavailableException);
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});
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it('fails clearly when the agent id is missing', async () => {
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delete process.env.MISTRAL_AGENT_ID;
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await expect(
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service.chat('user-1', {
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messages: [{ role: 'user', content: 'Hallo' }],
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}),
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).rejects.toThrow(ServiceUnavailableException);
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});
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});
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function mockMistralResponse(...responses: object[]): void {
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jest.mocked(global.fetch).mockImplementation(async () => {
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const response = responses.shift() ?? responses[responses.length - 1];
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return {
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ok: true,
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json: async () => response,
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} as Response;
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});
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}
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function list(options: {
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id: string;
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name: string;
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items?: string[];
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}): UserList {
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return {
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id: options.id,
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ownerId: 'user-1',
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accessRole: 'owner',
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name: options.name,
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kind: 'custom',
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items: (options.items ?? []).map((title, position) => ({
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id: `item-${position}`,
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title,
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required: true,
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checked: false,
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position,
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createdAt: now(),
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updatedAt: now(),
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})),
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collaborators: [],
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createdAt: now(),
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updatedAt: now(),
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};
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}
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function now(): string {
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return new Date(0).toISOString();
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function mockMistralResponse(response: object): void {
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jest.mocked(global.fetch).mockResolvedValue({
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ok: true,
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json: async () => response,
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} as Response);
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}
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@@ -3,186 +3,59 @@ import {
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Injectable,
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ServiceUnavailableException,
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} from '@nestjs/common';
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import { ListTemplateKind } from '../list-templates/list-template.types';
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import { ListsService } from '../lists/lists.service';
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import {
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AddListItemToolInput,
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AssistantAction,
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AssistantChatMessage,
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AssistantChatRequest,
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AssistantChatResponse,
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CreateListToolInput,
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} from './assistant.types';
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type MistralRole = 'system' | 'user' | 'assistant' | 'tool';
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interface MistralMessage {
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role: MistralRole;
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content: string | null;
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tool_call_id?: string;
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tool_calls?: MistralToolCall[];
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}
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interface MistralToolCall {
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id: string;
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type: 'function';
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function: {
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name: string;
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arguments: string;
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};
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}
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interface MistralChatResponse {
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interface MistralAgentCompletionResponse {
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choices?: Array<{
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message?: {
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content?: string | null;
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tool_calls?: MistralToolCall[];
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||||
};
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}>;
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}
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@Injectable()
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export class AssistantService {
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private readonly endpoint = 'https://api.mistral.ai/v1/chat/completions';
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constructor(private readonly listsService: ListsService) {}
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private readonly endpoint = 'https://api.mistral.ai/v1/agents/completions';
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async chat(
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userId: string,
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_userId: string,
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request: AssistantChatRequest,
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): Promise<AssistantChatResponse> {
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const messages = this.normalizeMessages(request.messages);
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const firstResponse = await this.callMistral([
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this.systemMessage(),
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...messages.map((message) => ({
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role: message.role,
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content: message.content,
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||||
})),
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||||
]);
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const firstMessage = this.extractMessage(firstResponse);
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const actions: AssistantAction[] = [];
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const toolCalls = firstMessage.tool_calls ?? [];
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const response = await this.callMistralAgent(messages);
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const content = response.choices?.[0]?.message?.content?.trim();
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||||
|
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if (toolCalls.length === 0) {
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return {
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||||
message: {
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||||
role: 'assistant',
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||||
content: this.normalizeAssistantContent(firstMessage.content),
|
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},
|
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actions,
|
||||
};
|
||||
if (!content) {
|
||||
throw new ServiceUnavailableException('Mistral response was empty.');
|
||||
}
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|
||||
const toolMessages: MistralMessage[] = [];
|
||||
|
||||
for (const toolCall of toolCalls) {
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const toolResult = await this.executeToolCall(userId, toolCall, actions);
|
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toolMessages.push({
|
||||
role: 'tool',
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||||
tool_call_id: toolCall.id,
|
||||
content: JSON.stringify(toolResult),
|
||||
});
|
||||
}
|
||||
|
||||
const finalResponse = await this.callMistral([
|
||||
this.systemMessage(),
|
||||
...messages.map((message) => ({
|
||||
role: message.role,
|
||||
content: message.content,
|
||||
})),
|
||||
{
|
||||
role: 'assistant',
|
||||
content: firstMessage.content ?? '',
|
||||
tool_calls: toolCalls,
|
||||
},
|
||||
...toolMessages,
|
||||
]);
|
||||
const finalMessage = this.extractMessage(finalResponse);
|
||||
|
||||
return {
|
||||
message: {
|
||||
role: 'assistant',
|
||||
content: this.normalizeAssistantContent(finalMessage.content),
|
||||
content,
|
||||
},
|
||||
actions,
|
||||
actions: [],
|
||||
};
|
||||
}
|
||||
|
||||
private async executeToolCall(
|
||||
userId: string,
|
||||
toolCall: MistralToolCall,
|
||||
actions: AssistantAction[],
|
||||
): Promise<object> {
|
||||
const args = this.parseToolArguments(toolCall.function.arguments);
|
||||
|
||||
if (toolCall.function.name === 'list_existing_lists') {
|
||||
return {
|
||||
lists: (await this.listsService.listLists(userId)).map((list) => ({
|
||||
id: list.id,
|
||||
name: list.name,
|
||||
description: list.description,
|
||||
kind: list.kind,
|
||||
itemCount: list.items.length,
|
||||
items: list.items.map((item) => ({
|
||||
id: item.id,
|
||||
title: item.title,
|
||||
required: item.required,
|
||||
checked: item.checked,
|
||||
})),
|
||||
})),
|
||||
};
|
||||
}
|
||||
|
||||
if (toolCall.function.name === 'create_list') {
|
||||
const input = this.normalizeCreateListInput(args);
|
||||
let list = await this.listsService.createList(userId, {
|
||||
name: input.name!,
|
||||
description: input.description,
|
||||
kind: input.kind,
|
||||
});
|
||||
|
||||
for (const item of input.items ?? []) {
|
||||
list = await this.listsService.addItem(userId, list.id, item);
|
||||
}
|
||||
|
||||
actions.push({
|
||||
type: 'list.created',
|
||||
listId: list.id,
|
||||
list,
|
||||
});
|
||||
|
||||
return { list };
|
||||
}
|
||||
|
||||
if (toolCall.function.name === 'add_list_item') {
|
||||
const input = this.normalizeAddListItemInput(args);
|
||||
const list = await this.listsService.addItem(userId, input.listId!, {
|
||||
title: input.title!,
|
||||
notes: input.notes,
|
||||
quantity: input.quantity,
|
||||
required: input.required,
|
||||
});
|
||||
|
||||
actions.push({
|
||||
type: 'list.item_added',
|
||||
listId: list.id,
|
||||
itemTitle: input.title!,
|
||||
list,
|
||||
});
|
||||
|
||||
return { list };
|
||||
}
|
||||
|
||||
return { error: `Unsupported tool: ${toolCall.function.name}` };
|
||||
}
|
||||
|
||||
private async callMistral(messages: MistralMessage[]) {
|
||||
private async callMistralAgent(
|
||||
messages: AssistantChatMessage[],
|
||||
): Promise<MistralAgentCompletionResponse> {
|
||||
const apiKey = process.env.MISTRAL_API_KEY;
|
||||
const agentId = process.env.MISTRAL_AGENT_ID;
|
||||
|
||||
if (!apiKey) {
|
||||
throw new ServiceUnavailableException('Mistral API key is not configured.');
|
||||
}
|
||||
|
||||
if (!agentId) {
|
||||
throw new ServiceUnavailableException('Mistral agent id is not configured.');
|
||||
}
|
||||
|
||||
const response = await fetch(this.endpoint, {
|
||||
method: 'POST',
|
||||
headers: {
|
||||
@@ -190,18 +63,20 @@ export class AssistantService {
|
||||
'Content-Type': 'application/json',
|
||||
},
|
||||
body: JSON.stringify({
|
||||
model: process.env.MISTRAL_MODEL ?? 'mistral-small-latest',
|
||||
agent_id: agentId,
|
||||
messages,
|
||||
tools: this.tools(),
|
||||
tool_choice: 'auto',
|
||||
stream: false,
|
||||
response_format: {
|
||||
type: 'text',
|
||||
},
|
||||
}),
|
||||
});
|
||||
|
||||
if (!response.ok) {
|
||||
throw new ServiceUnavailableException('Mistral API request failed.');
|
||||
throw new ServiceUnavailableException('Mistral agent request failed.');
|
||||
}
|
||||
|
||||
return (await response.json()) as MistralChatResponse;
|
||||
return (await response.json()) as MistralAgentCompletionResponse;
|
||||
}
|
||||
|
||||
private normalizeMessages(
|
||||
@@ -225,205 +100,4 @@ export class AssistantService {
|
||||
return { role: message.role, content };
|
||||
});
|
||||
}
|
||||
|
||||
private normalizeCreateListInput(value: unknown): CreateListToolInput {
|
||||
const input = this.objectValue(value);
|
||||
const name = this.requiredString(input.name, 'name');
|
||||
const description = this.optionalString(input.description);
|
||||
const kind = this.optionalKind(input.kind);
|
||||
const rawItems = input.items;
|
||||
|
||||
if (rawItems !== undefined && !Array.isArray(rawItems)) {
|
||||
throw new BadRequestException('items must be an array.');
|
||||
}
|
||||
|
||||
return {
|
||||
name,
|
||||
description,
|
||||
kind,
|
||||
items: rawItems
|
||||
?.slice(0, 50)
|
||||
.map((item) => this.normalizeAddListItemInput(item, false)),
|
||||
};
|
||||
}
|
||||
|
||||
private normalizeAddListItemInput(
|
||||
value: unknown,
|
||||
requireListId = true,
|
||||
): AddListItemToolInput {
|
||||
const input = this.objectValue(value);
|
||||
const title = this.requiredString(input.title, 'title');
|
||||
const listId = requireListId
|
||||
? this.requiredString(input.listId, 'listId')
|
||||
: undefined;
|
||||
const notes = this.optionalString(input.notes);
|
||||
const quantity =
|
||||
input.quantity === undefined ? undefined : Number(input.quantity);
|
||||
|
||||
if (
|
||||
quantity !== undefined &&
|
||||
(!Number.isFinite(quantity) || quantity <= 0)
|
||||
) {
|
||||
throw new BadRequestException('quantity must be greater than zero.');
|
||||
}
|
||||
|
||||
if (
|
||||
input.required !== undefined &&
|
||||
typeof input.required !== 'boolean'
|
||||
) {
|
||||
throw new BadRequestException('required must be a boolean.');
|
||||
}
|
||||
|
||||
return {
|
||||
listId,
|
||||
title,
|
||||
notes,
|
||||
quantity,
|
||||
required: input.required,
|
||||
};
|
||||
}
|
||||
|
||||
private parseToolArguments(value: string): unknown {
|
||||
try {
|
||||
return value ? (JSON.parse(value) as unknown) : {};
|
||||
} catch {
|
||||
throw new BadRequestException('Tool arguments must be valid JSON.');
|
||||
}
|
||||
}
|
||||
|
||||
private objectValue(value: unknown): Record<string, unknown> {
|
||||
if (!value || typeof value !== 'object' || Array.isArray(value)) {
|
||||
throw new BadRequestException('Tool arguments must be an object.');
|
||||
}
|
||||
|
||||
return value as Record<string, unknown>;
|
||||
}
|
||||
|
||||
private requiredString(value: unknown, field: string): string {
|
||||
const normalized = typeof value === 'string' ? value.trim() : '';
|
||||
|
||||
if (!normalized) {
|
||||
throw new BadRequestException(`${field} is required.`);
|
||||
}
|
||||
|
||||
return normalized;
|
||||
}
|
||||
|
||||
private optionalString(value: unknown): string | undefined {
|
||||
if (value === undefined || value === null) {
|
||||
return undefined;
|
||||
}
|
||||
|
||||
const normalized = typeof value === 'string' ? value.trim() : '';
|
||||
return normalized || undefined;
|
||||
}
|
||||
|
||||
private optionalKind(value: unknown): ListTemplateKind | undefined {
|
||||
if (value === undefined || value === null || value === '') {
|
||||
return undefined;
|
||||
}
|
||||
|
||||
if (
|
||||
value === 'packing' ||
|
||||
value === 'shopping' ||
|
||||
value === 'todo' ||
|
||||
value === 'custom'
|
||||
) {
|
||||
return value;
|
||||
}
|
||||
|
||||
throw new BadRequestException('kind is invalid.');
|
||||
}
|
||||
|
||||
private extractMessage(response: MistralChatResponse) {
|
||||
const message = response.choices?.[0]?.message;
|
||||
|
||||
if (!message) {
|
||||
throw new ServiceUnavailableException('Mistral response was empty.');
|
||||
}
|
||||
|
||||
return message;
|
||||
}
|
||||
|
||||
private normalizeAssistantContent(content: string | null | undefined): string {
|
||||
return content?.trim() || 'Ich habe die Anfrage verarbeitet.';
|
||||
}
|
||||
|
||||
private systemMessage(): MistralMessage {
|
||||
return {
|
||||
role: 'system',
|
||||
content:
|
||||
'Du bist der Listify-Assistent. Antworte knapp und hilfreich auf Deutsch. ' +
|
||||
'Nutze Tools, wenn der Nutzer Listen sehen, neue Listen erstellen oder Items hinzufuegen moechte. ' +
|
||||
'Erstelle oder aendere nur, wenn der Nutzer das klar anfordert. Loeschen, Teilen, Abhaken und Bearbeiten bestehender Items ist nicht erlaubt.',
|
||||
};
|
||||
}
|
||||
|
||||
private tools() {
|
||||
return [
|
||||
{
|
||||
type: 'function',
|
||||
function: {
|
||||
name: 'list_existing_lists',
|
||||
description: 'Liest die Listen des angemeldeten Users.',
|
||||
parameters: {
|
||||
type: 'object',
|
||||
properties: {},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
type: 'function',
|
||||
function: {
|
||||
name: 'create_list',
|
||||
description:
|
||||
'Erstellt eine neue Liste mit optionalen Start-Items fuer den angemeldeten User.',
|
||||
parameters: {
|
||||
type: 'object',
|
||||
required: ['name'],
|
||||
properties: {
|
||||
name: { type: 'string' },
|
||||
description: { type: 'string' },
|
||||
kind: {
|
||||
type: 'string',
|
||||
enum: ['packing', 'shopping', 'todo', 'custom'],
|
||||
},
|
||||
items: {
|
||||
type: 'array',
|
||||
items: {
|
||||
type: 'object',
|
||||
required: ['title'],
|
||||
properties: {
|
||||
title: { type: 'string' },
|
||||
notes: { type: 'string' },
|
||||
quantity: { type: 'number' },
|
||||
required: { type: 'boolean' },
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
type: 'function',
|
||||
function: {
|
||||
name: 'add_list_item',
|
||||
description:
|
||||
'Fuegt ein Item zu einer bestehenden Liste hinzu, auf die der User Zugriff hat.',
|
||||
parameters: {
|
||||
type: 'object',
|
||||
required: ['listId', 'title'],
|
||||
properties: {
|
||||
listId: { type: 'string' },
|
||||
title: { type: 'string' },
|
||||
notes: { type: 'string' },
|
||||
quantity: { type: 'number' },
|
||||
required: { type: 'boolean' },
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
];
|
||||
}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user