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Replace JSON-string embeddings with native pgvector(1536) storage and add PostgreSQL full-text search (tsvector/GIN) with Reciprocal Rank Fusion for hybrid keyword + semantic ranking. Changes: - NoteEmbedding.embedding: String → vector(1536) via pgvector - NoteEmbedding: added updatedAt for reindex tracking - Note: added tsv (tsvector) with auto-update trigger for FTS - semantic-search.service: hybrid FTS + vector search with RRF fusion - embedding.service: toVectorString() for pgvector SQL literals - Removed JS-side cosine similarity loops (now DB-side via <=>) - Added HNSW index on NoteEmbedding.embedding (cosine distance) - Added GIN index on Note.tsv for FTS queries Schema migration in: prisma/migrations/20260512120000_pgvector_and_fts_search/ Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
152 lines
4.3 KiB
YAML
152 lines
4.3 KiB
YAML
services:
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# ============================================
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# PostgreSQL - Shared Database
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# ============================================
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postgres:
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image: postgres:16-alpine
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container_name: memento-postgres
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restart: unless-stopped
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environment:
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POSTGRES_USER: ${POSTGRES_USER:-memento}
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POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-memento}
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POSTGRES_DB: ${POSTGRES_DB:-memento}
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volumes:
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- postgres-data:/var/lib/postgresql/data
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ports:
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- "127.0.0.1:${POSTGRES_PORT:-5433}:5432"
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healthcheck:
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test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER:-memento}"]
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interval: 5s
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timeout: 5s
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retries: 5
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networks:
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- memento-network
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# ============================================
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# memento-note - Next.js Web Application
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# ============================================
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memento-note:
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build:
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context: ./memento-note
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dockerfile: Dockerfile
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container_name: memento-web
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env_file:
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- .env.docker
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ports:
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- "3000:3000"
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environment:
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# DATABASE_URL is auto-constructed from PostgreSQL credentials (not in .env.docker)
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- DATABASE_URL=postgresql://${POSTGRES_USER:-memento}:${POSTGRES_PASSWORD:-memento}@postgres:5432/${POSTGRES_DB:-memento}
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- NODE_ENV=production
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- NEXT_TELEMETRY_DISABLED=1
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# ADMIN_EMAIL comes from .env.docker via env_file directive above
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volumes:
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- uploads-data:/app/data/uploads
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- backup-data:/app/data/backups
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depends_on:
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postgres:
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condition: service_healthy
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restart: unless-stopped
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healthcheck:
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test: ["CMD", "node", "-e", "require('http').get('http://localhost:3000/',r=>process.exit(r.statusCode<500?0:1)).on('error',()=>process.exit(1))"]
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interval: 15s
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timeout: 10s
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retries: 5
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start_period: 60s
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networks:
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- memento-network
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deploy:
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resources:
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limits:
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cpus: '2'
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memory: 2G
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reservations:
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cpus: '0.5'
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memory: 512M
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# ============================================
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# mcp-server - MCP Protocol Server
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# ============================================
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mcp-server:
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build:
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context: ./mcp-server
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dockerfile: Dockerfile
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container_name: memento-mcp
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env_file:
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- .env.docker
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ports:
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# SSE mode exposes port 3001, stdio mode doesn't need ports
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- "3001:3001"
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environment:
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# DATABASE_URL is auto-constructed from PostgreSQL credentials (not in .env.docker)
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- DATABASE_URL=postgresql://${POSTGRES_USER:-memento}:${POSTGRES_PASSWORD:-memento}@postgres:5432/${POSTGRES_DB:-memento}
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- NODE_ENV=production
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- APP_BASE_URL=http://memento-note:3000
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- MCP_MODE=sse
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- MCP_REQUIRE_AUTH=true
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depends_on:
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postgres:
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condition: service_healthy
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restart: unless-stopped
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networks:
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- memento-network
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deploy:
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resources:
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limits:
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cpus: '1'
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memory: 512M
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reservations:
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cpus: '0.25'
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memory: 128M
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healthcheck:
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test: ["CMD-SHELL", "wget --header \"x-api-key: 1b11f42537c1442456ea413feee75bac\" -q -O /dev/null http://localhost:3001/ || exit 1"]
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interval: 30s
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timeout: 10s
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retries: 3
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start_period: 10s
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# ============================================
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# Ollama - Local LLM Provider (Optional)
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# ============================================
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ollama:
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image: ollama/ollama:latest
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container_name: memento-ollama
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ports:
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- "11434:11434"
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volumes:
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- ollama-data:/root/.ollama
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restart: unless-stopped
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networks:
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- memento-network
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deploy:
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resources:
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limits:
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cpus: '4'
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memory: 8G
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reservations:
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cpus: '2'
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memory: 4G
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# Ollama is optional - only enable if you set AI_PROVIDER_TAGS=ollama
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profiles:
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- ollama
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# ============================================
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# Volumes - Data Persistence
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# ============================================
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volumes:
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postgres-data:
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driver: local
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uploads-data:
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driver: local
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backup-data:
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driver: local
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ollama-data:
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driver: local
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# ============================================
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# Networks - Service Communication
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# ============================================
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networks:
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memento-network:
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driver: bridge
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