0f0addb36b
Pin mem0ai[nlp]==2.0.2 and fastembed for the new hybrid-search pipeline. Drop OSS graph memory (removed upstream in 2.0.0, PR #4805): remove Neo4j service, env vars, volumes, and driver deps; mark /graph/relationships deprecated. Rewrite Memory.search/get_all/chat/health call sites to use the v2 filters={} + top_k API (entity IDs at top level now raise ValueError). Tighten MCP remove_memory ownership check to O(1) verify_memory_ownership so it doesn't silently truncate at the new top_k=20 default. Downgrade base image to python:3.12-slim for spaCy. Adds scripts/migrate_qdrant_to_v3.py (scroll+upsert with per-user count parity check) and docs/MIGRATION_RUNBOOK.md covering snapshot, dump, collection rebuild, cutover, and rollback procedures.
62 lines
1.7 KiB
YAML
62 lines
1.7 KiB
YAML
services:
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# Qdrant vector database for vector + sparse (BM25) storage
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qdrant:
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image: qdrant/qdrant:v1.12.4
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container_name: mem0-qdrant
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expose:
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- "6333"
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networks:
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- mem0_network
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volumes:
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- qdrant_data:/qdrant/storage
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command: >
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sh -c "apt-get update && apt-get install -y curl && ./entrypoint.sh"
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healthcheck:
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test: ["CMD", "curl", "-f", "http://localhost:6333/"]
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interval: 10s
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timeout: 5s
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retries: 5
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restart: unless-stopped
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# Backend API service
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backend:
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build:
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context: ./backend
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dockerfile: Dockerfile
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container_name: mem0-backend
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environment:
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OPENAI_API_KEY: ${OPENAI_COMPAT_API_KEY}
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OPENAI_BASE_URL: ${OPENAI_COMPAT_BASE_URL}
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COHERE_API_KEY: ${COHERE_API_KEY}
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EMBEDDER_API_KEY: ${EMBEDDER_API_KEY:-AIzaSyA_}
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QDRANT_HOST: qdrant
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QDRANT_PORT: 6333
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QDRANT_COLLECTION_NAME: ${QDRANT_COLLECTION_NAME:-mem0}
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LOG_LEVEL: ${LOG_LEVEL:-INFO}
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CORS_ORIGINS: ${CORS_ORIGINS:-http://localhost:3000}
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DEFAULT_MODEL: ${DEFAULT_MODEL:-claude-sonnet-4}
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API_KEYS: ${API_KEYS:-{}}
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OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://host.docker.internal:11434}
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EMBEDDING_MODEL: ${EMBEDDING_MODEL:-nomic-embed-text}
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EMBEDDING_DIMS: ${EMBEDDING_DIMS:-2560}
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expose:
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- "8000"
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networks:
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- npm_network
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- mem0_network
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depends_on:
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qdrant:
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condition: service_healthy
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restart: unless-stopped
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volumes:
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- ./backend:/app
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- ./frontend:/app/frontend
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command: ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--workers", "4"]
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volumes:
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qdrant_data:
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networks:
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mem0_network:
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npm_network:
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external: true
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