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# DeerFlow Development Environment
# Usage: docker-compose -f docker-compose-dev.yaml up --build
#
# Services:
# - nginx: Reverse proxy (port 2026)
# - frontend: Frontend Next.js dev server (port 3000)
# - gateway: Backend Gateway API (port 8001)
# - langgraph: LangGraph server (port 2024)
# - provisioner (optional): Sandbox provisioner (creates Pods in host Kubernetes)
#
# Prerequisites:
# - Kubernetes cluster + kubeconfig are only required when using provisioner mode.
#
# Access: http://localhost:2026
services:
# ── Sandbox Provisioner ────────────────────────────────────────────────
# Manages per-sandbox Pod + Service lifecycle in the host Kubernetes
# cluster via the K8s API.
# Backend accesses sandboxes directly via host.docker.internal:{NodePort}.
provisioner:
build:
context: ./provisioner
dockerfile: Dockerfile
args:
APT_MIRROR: ${APT_MIRROR:-}
container_name: deer-flow-provisioner
volumes:
- ~/.kube/config:/root/.kube/config:ro
environment:
- K8S_NAMESPACE=deer-flow
- SANDBOX_IMAGE=enterprise-public-cn-beijing.cr.volces.com/vefaas-public/all-in-one-sandbox:latest
# Host paths for K8s HostPath volumes (must be absolute paths accessible by K8s node)
# On Docker Desktop/OrbStack, use your actual host paths like /Users/username/...
# Set these in your shell before running docker-compose:
# export DEER_FLOW_ROOT=/absolute/path/to/deer-flow
- SKILLS_HOST_PATH=${DEER_FLOW_ROOT}/skills
- THREADS_HOST_PATH=${DEER_FLOW_ROOT}/backend/.deer-flow/threads
# Production: use PVC instead of hostPath to avoid data loss on node failure.
# When set, hostPath vars above are ignored for the corresponding volume.
# USERDATA_PVC_NAME uses subPath (threads/{thread_id}/user-data) automatically.
# - SKILLS_PVC_NAME=deer-flow-skills-pvc
# - USERDATA_PVC_NAME=deer-flow-userdata-pvc
- KUBECONFIG_PATH=/root/.kube/config
- NODE_HOST=host.docker.internal
# Override K8S API server URL since kubeconfig uses 127.0.0.1
# which is unreachable from inside the container
- K8S_API_SERVER=https://host.docker.internal:26443
env_file:
- ../.env
extra_hosts:
- "host.docker.internal:host-gateway"
networks:
- deer-flow-dev
restart: unless-stopped
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8002/health"]
interval: 10s
timeout: 5s
retries: 6
start_period: 15s
# ── Reverse Proxy ──────────────────────────────────────────────────────
# Routes API traffic to gateway/langgraph and (optionally) provisioner.
# LANGGRAPH_UPSTREAM and LANGGRAPH_REWRITE control gateway vs standard
# routing (processed by envsubst at container start).
nginx:
image: nginx:alpine
container_name: deer-flow-nginx
ports:
- "2026:2026"
volumes:
- ./nginx/nginx.conf:/etc/nginx/nginx.conf.template:ro
environment:
- LANGGRAPH_UPSTREAM=${LANGGRAPH_UPSTREAM:-langgraph:2024}
- LANGGRAPH_REWRITE=${LANGGRAPH_REWRITE:-/}
command:
- sh
- -c
- |
set -e
envsubst '$$LANGGRAPH_UPSTREAM $$LANGGRAPH_REWRITE' \
< /etc/nginx/nginx.conf.template > /etc/nginx/nginx.conf
test -e /proc/net/if_inet6 || sed -i '/^[[:space:]]*listen[[:space:]]\+\[::\]:2026;/d' /etc/nginx/nginx.conf
exec nginx -g 'daemon off;'
depends_on:
- frontend
- gateway
networks:
- deer-flow-dev
restart: unless-stopped
# Frontend - Next.js Development Server
frontend:
build:
context: ../
dockerfile: frontend/Dockerfile
target: dev
args:
PNPM_STORE_PATH: ${PNPM_STORE_PATH:-/root/.local/share/pnpm/store}
NPM_REGISTRY: ${NPM_REGISTRY:-}
container_name: deer-flow-frontend
command: sh -c "cd frontend && pnpm run dev > /app/logs/frontend.log 2>&1"
volumes:
- ../frontend/src:/app/frontend/src
- ../frontend/public:/app/frontend/public
- ../frontend/next.config.js:/app/frontend/next.config.js:ro
- ../logs:/app/logs
# Mount pnpm store for caching
- ${PNPM_STORE_PATH:-~/.local/share/pnpm/store}:/root/.local/share/pnpm/store
working_dir: /app
environment:
- NODE_ENV=development
- WATCHPACK_POLLING=true
- CI=true
- DEER_FLOW_INTERNAL_GATEWAY_BASE_URL=http://gateway:8001
- DEER_FLOW_INTERNAL_LANGGRAPH_BASE_URL=http://langgraph:2024
env_file:
- ../frontend/.env
networks:
- deer-flow-dev
restart: unless-stopped
# Backend - Gateway API
gateway:
build:
context: ../
dockerfile: backend/Dockerfile
target: dev
# cache_from disabled - requires manual setup: mkdir -p /tmp/docker-cache-gateway
args:
APT_MIRROR: ${APT_MIRROR:-}
UV_IMAGE: ${UV_IMAGE:-ghcr.io/astral-sh/uv:0.7.20}
UV_INDEX_URL: ${UV_INDEX_URL:-https://pypi.org/simple}
container_name: deer-flow-gateway
command: sh -c "{ cd backend && (uv sync || (echo '[startup] uv sync failed; recreating .venv and retrying once' && uv venv --allow-existing .venv && uv sync)) && PYTHONPATH=. uv run uvicorn app.gateway.app:app --host 0.0.0.0 --port 8001 --reload --reload-include='*.yaml .env'; } > /app/logs/gateway.log 2>&1"
volumes:
- ../backend/:/app/backend/
# Preserve the .venv built during Docker image build — mounting the full backend/
# directory above would otherwise shadow it with the (empty) host directory.
- gateway-venv:/app/backend/.venv
- ../config.yaml:/app/config.yaml
- ../extensions_config.json:/app/extensions_config.json
- ../skills:/app/skills
- ../logs:/app/logs
# Use a Docker-managed uv cache volume instead of a host bind mount.
# On macOS/Docker Desktop, uv may fail to create symlinks inside shared
# host directories, which causes startup-time `uv sync` to crash.
- gateway-uv-cache:/root/.cache/uv
# DooD: same as gateway — AioSandboxProvider runs inside LangGraph process.
- /var/run/docker.sock:/var/run/docker.sock
# CLI auth directories for auto-auth (Claude Code + Codex CLI)
- type: bind
source: ${HOME:?HOME must be set}/.claude
target: /root/.claude
read_only: true
bind:
create_host_path: true
- type: bind
source: ${HOME:?HOME must be set}/.codex
target: /root/.codex
read_only: true
bind:
create_host_path: true
working_dir: /app
environment:
- CI=true
- DEER_FLOW_HOME=/app/backend/.deer-flow
- DEER_FLOW_CHANNELS_LANGGRAPH_URL=${DEER_FLOW_CHANNELS_LANGGRAPH_URL:-http://langgraph:2024}
- DEER_FLOW_CHANNELS_GATEWAY_URL=${DEER_FLOW_CHANNELS_GATEWAY_URL:-http://gateway:8001}
- DEER_FLOW_HOST_BASE_DIR=${DEER_FLOW_ROOT}/backend/.deer-flow
- DEER_FLOW_HOST_SKILLS_PATH=${DEER_FLOW_ROOT}/skills
- DEER_FLOW_SANDBOX_HOST=host.docker.internal
env_file:
- ../.env
extra_hosts:
# For Linux: map host.docker.internal to host gateway
- "host.docker.internal:host-gateway"
networks:
- deer-flow-dev
restart: unless-stopped
# Backend - LangGraph Server
langgraph:
build:
context: ../
dockerfile: backend/Dockerfile
target: dev
# cache_from disabled - requires manual setup: mkdir -p /tmp/docker-cache-langgraph
args:
APT_MIRROR: ${APT_MIRROR:-}
UV_IMAGE: ${UV_IMAGE:-ghcr.io/astral-sh/uv:0.7.20}
UV_INDEX_URL: ${UV_INDEX_URL:-https://pypi.org/simple}
container_name: deer-flow-langgraph
command: sh -c "cd backend && { (uv sync || (echo '[startup] uv sync failed; recreating .venv and retrying once' && uv venv --allow-existing .venv && uv sync)) && allow_blocking='' && if [ \"\${LANGGRAPH_ALLOW_BLOCKING:-0}\" = '1' ]; then allow_blocking='--allow-blocking'; fi && uv run langgraph dev --no-browser \${allow_blocking} --host 0.0.0.0 --port 2024 --n-jobs-per-worker \${LANGGRAPH_JOBS_PER_WORKER:-10}; } > /app/logs/langgraph.log 2>&1"
volumes:
- ../backend/:/app/backend/
# Preserve the .venv built during Docker image build — mounting the full backend/
# directory above would otherwise shadow it with the (empty) host directory.
- langgraph-venv:/app/backend/.venv
- ../config.yaml:/app/config.yaml
- ../extensions_config.json:/app/extensions_config.json
- ../skills:/app/skills
- ../logs:/app/logs
# Use a Docker-managed uv cache volume instead of a host bind mount.
# On macOS/Docker Desktop, uv may fail to create symlinks inside shared
# host directories, which causes startup-time `uv sync` to crash.
- langgraph-uv-cache:/root/.cache/uv
# DooD: same as gateway — AioSandboxProvider runs inside LangGraph process.
- /var/run/docker.sock:/var/run/docker.sock
# CLI auth directories for auto-auth (Claude Code + Codex CLI)
- type: bind
source: ${HOME:?HOME must be set}/.claude
target: /root/.claude
read_only: true
bind:
create_host_path: true
- type: bind
source: ${HOME:?HOME must be set}/.codex
target: /root/.codex
read_only: true
bind:
create_host_path: true
working_dir: /app
environment:
- CI=true
- DEER_FLOW_HOME=/app/backend/.deer-flow
- DEER_FLOW_HOST_BASE_DIR=${DEER_FLOW_ROOT}/backend/.deer-flow
- DEER_FLOW_HOST_SKILLS_PATH=${DEER_FLOW_ROOT}/skills
- DEER_FLOW_SANDBOX_HOST=host.docker.internal
env_file:
- ../.env
extra_hosts:
# For Linux: map host.docker.internal to host gateway
- "host.docker.internal:host-gateway"
networks:
- deer-flow-dev
restart: unless-stopped
volumes:
# Persist .venv across container restarts so dependencies installed during
# image build are not shadowed by the host backend/ directory mount.
gateway-venv:
langgraph-venv:
gateway-uv-cache:
langgraph-uv-cache:
networks:
deer-flow-dev:
driver: bridge
ipam:
config:
- subnet: 192.168.200.0/24