feat(Phase 4): Memory & Intelligence — memory, log, summarization, skills (#91)
Co-authored-by: Jason Woltje <jason@diversecanvas.com> Co-committed-by: Jason Woltje <jason@diversecanvas.com>
This commit was merged in pull request #91.
This commit is contained in:
69
apps/gateway/src/memory/embedding.service.ts
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69
apps/gateway/src/memory/embedding.service.ts
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import { Injectable, Logger } from '@nestjs/common';
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import type { EmbeddingProvider } from '@mosaic/memory';
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const DEFAULT_MODEL = 'text-embedding-3-small';
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const DEFAULT_DIMENSIONS = 1536;
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interface EmbeddingResponse {
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data: Array<{ embedding: number[]; index: number }>;
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model: string;
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usage: { prompt_tokens: number; total_tokens: number };
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}
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/**
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* Generates embeddings via the OpenAI-compatible embeddings API.
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* Supports OpenAI, Azure OpenAI, and any provider with a compatible endpoint.
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*/
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@Injectable()
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export class EmbeddingService implements EmbeddingProvider {
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private readonly logger = new Logger(EmbeddingService.name);
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private readonly apiKey: string | undefined;
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private readonly baseUrl: string;
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private readonly model: string;
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readonly dimensions = DEFAULT_DIMENSIONS;
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constructor() {
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this.apiKey = process.env['OPENAI_API_KEY'];
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this.baseUrl = process.env['EMBEDDING_API_URL'] ?? 'https://api.openai.com/v1';
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this.model = process.env['EMBEDDING_MODEL'] ?? DEFAULT_MODEL;
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}
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get available(): boolean {
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return !!this.apiKey;
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}
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async embed(text: string): Promise<number[]> {
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const results = await this.embedBatch([text]);
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return results[0]!;
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}
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async embedBatch(texts: string[]): Promise<number[][]> {
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if (!this.apiKey) {
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this.logger.warn('No OPENAI_API_KEY configured — returning zero vectors');
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return texts.map(() => new Array<number>(this.dimensions).fill(0));
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}
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const response = await fetch(`${this.baseUrl}/embeddings`, {
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method: 'POST',
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headers: {
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'Content-Type': 'application/json',
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Authorization: `Bearer ${this.apiKey}`,
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},
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body: JSON.stringify({
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model: this.model,
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input: texts,
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dimensions: this.dimensions,
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}),
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});
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if (!response.ok) {
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const body = await response.text();
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this.logger.error(`Embedding API error: ${response.status} ${body}`);
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throw new Error(`Embedding API returned ${response.status}`);
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}
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const json = (await response.json()) as EmbeddingResponse;
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return json.data.sort((a, b) => a.index - b.index).map((d) => d.embedding);
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}
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}
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126
apps/gateway/src/memory/memory.controller.ts
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126
apps/gateway/src/memory/memory.controller.ts
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import {
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Body,
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Controller,
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Delete,
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Get,
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HttpCode,
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HttpStatus,
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Inject,
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NotFoundException,
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Param,
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Post,
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Query,
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UseGuards,
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} from '@nestjs/common';
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import type { Memory } from '@mosaic/memory';
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import { MEMORY } from './memory.tokens.js';
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import { AuthGuard } from '../auth/auth.guard.js';
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import { EmbeddingService } from './embedding.service.js';
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import type { UpsertPreferenceDto, CreateInsightDto, SearchMemoryDto } from './memory.dto.js';
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@Controller('api/memory')
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@UseGuards(AuthGuard)
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export class MemoryController {
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constructor(
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@Inject(MEMORY) private readonly memory: Memory,
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private readonly embeddings: EmbeddingService,
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) {}
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// ─── Preferences ────────────────────────────────────────────────────
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@Get('preferences')
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async listPreferences(@Query('userId') userId: string, @Query('category') category?: string) {
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if (category) {
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return this.memory.preferences.findByUserAndCategory(
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userId,
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category as Parameters<typeof this.memory.preferences.findByUserAndCategory>[1],
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);
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}
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return this.memory.preferences.findByUser(userId);
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}
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@Get('preferences/:key')
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async getPreference(@Query('userId') userId: string, @Param('key') key: string) {
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const pref = await this.memory.preferences.findByUserAndKey(userId, key);
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if (!pref) throw new NotFoundException('Preference not found');
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return pref;
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}
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@Post('preferences')
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async upsertPreference(@Query('userId') userId: string, @Body() dto: UpsertPreferenceDto) {
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return this.memory.preferences.upsert({
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userId,
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key: dto.key,
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value: dto.value,
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category: dto.category,
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source: dto.source,
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});
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}
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@Delete('preferences/:key')
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@HttpCode(HttpStatus.NO_CONTENT)
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async removePreference(@Query('userId') userId: string, @Param('key') key: string) {
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const deleted = await this.memory.preferences.remove(userId, key);
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if (!deleted) throw new NotFoundException('Preference not found');
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}
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// ─── Insights ───────────────────────────────────────────────────────
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@Get('insights')
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async listInsights(@Query('userId') userId: string, @Query('limit') limit?: string) {
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return this.memory.insights.findByUser(userId, limit ? Number(limit) : undefined);
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}
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@Get('insights/:id')
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async getInsight(@Param('id') id: string) {
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const insight = await this.memory.insights.findById(id);
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if (!insight) throw new NotFoundException('Insight not found');
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return insight;
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}
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@Post('insights')
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async createInsight(@Query('userId') userId: string, @Body() dto: CreateInsightDto) {
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const embedding = this.embeddings.available
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? await this.embeddings.embed(dto.content)
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: undefined;
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return this.memory.insights.create({
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userId,
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content: dto.content,
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source: dto.source,
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category: dto.category,
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metadata: dto.metadata,
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embedding: embedding ?? null,
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});
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}
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@Delete('insights/:id')
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@HttpCode(HttpStatus.NO_CONTENT)
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async removeInsight(@Param('id') id: string) {
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const deleted = await this.memory.insights.remove(id);
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if (!deleted) throw new NotFoundException('Insight not found');
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}
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// ─── Search ─────────────────────────────────────────────────────────
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@Post('search')
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async searchMemory(@Query('userId') userId: string, @Body() dto: SearchMemoryDto) {
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if (!this.embeddings.available) {
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return {
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query: dto.query,
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results: [],
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message: 'Semantic search requires OPENAI_API_KEY for embeddings',
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};
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}
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const queryEmbedding = await this.embeddings.embed(dto.query);
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const results = await this.memory.insights.searchByEmbedding(
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userId,
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queryEmbedding,
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dto.limit ?? 10,
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dto.maxDistance ?? 0.8,
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);
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return { query: dto.query, results };
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}
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}
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19
apps/gateway/src/memory/memory.dto.ts
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19
apps/gateway/src/memory/memory.dto.ts
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export interface UpsertPreferenceDto {
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key: string;
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value: unknown;
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category?: 'communication' | 'coding' | 'workflow' | 'appearance' | 'general';
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source?: string;
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}
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export interface CreateInsightDto {
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content: string;
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source?: 'agent' | 'user' | 'summarization' | 'system';
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category?: 'decision' | 'learning' | 'preference' | 'fact' | 'pattern' | 'general';
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metadata?: Record<string, unknown>;
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}
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export interface SearchMemoryDto {
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query: string;
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limit?: number;
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maxDistance?: number;
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}
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22
apps/gateway/src/memory/memory.module.ts
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22
apps/gateway/src/memory/memory.module.ts
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import { Global, Module } from '@nestjs/common';
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import { createMemory, type Memory } from '@mosaic/memory';
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import type { Db } from '@mosaic/db';
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import { DB } from '../database/database.module.js';
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import { MEMORY } from './memory.tokens.js';
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import { MemoryController } from './memory.controller.js';
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import { EmbeddingService } from './embedding.service.js';
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@Global()
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@Module({
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providers: [
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{
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provide: MEMORY,
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useFactory: (db: Db): Memory => createMemory(db),
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inject: [DB],
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},
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EmbeddingService,
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],
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controllers: [MemoryController],
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exports: [MEMORY, EmbeddingService],
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})
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export class MemoryModule {}
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1
apps/gateway/src/memory/memory.tokens.ts
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1
apps/gateway/src/memory/memory.tokens.ts
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export const MEMORY = 'MEMORY';
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