Rag_Production / docker-compose.yml
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Deploy bản RAG sạch lên Hugging Face
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services:
# ── Redis: Semantic Cache ──────────────────────────────────
redis:
image: redis:7-alpine
container_name: rag_redis
ports:
- "6379:6379"
volumes:
- redis_data:/data
restart: unless-stopped
healthcheck:
test: [ "CMD", "redis-cli", "ping" ]
interval: 5s
timeout: 3s
retries: 5
# ── RAG App: FastAPI + Streamlit ──────────────────────────
app:
build: . # Build the image from the Dockerfile in this directory
container_name: rag_app
ports:
- "8000:8000" # FastAPI API
- "7860:7860" # Streamlit UI (HuggingFace port)
env_file:
- ./.env
depends_on:
redis:
condition: service_healthy
restart: unless-stopped
volumes:
# Mount data folder để không mất FAISS index khi restart
- ./data:/app/data
ollama:
image: ollama/ollama:latest
container_name: rag_ollama
ports:
- "11434:11434"
volumes:
- ollama_data:/root/.ollama # persist downloaded models
restart: unless-stopped
volumes:
redis_data:
ollama_data: