feat(deploy): production docker compose stack + Gitea CI image build
Adds a complete deployment surface for production:
Dockerfile multi-stage 3.12-slim build, collectstatic
baked into the image, runs as non-root mnemosyne
uid/gid 1000.
docker/entrypoint.sh dispatches `web | mcp | worker | beat | migrate
| setup | shell` from a single image, so every
service in compose runs the same artifact.
docker-compose.yaml five services: static-init (one-shot copies
statics into the shared volume on every up),
web (gunicorn), mcp (uvicorn), worker (celery),
nginx. External services (Postgres, Neo4j,
RabbitMQ, S3, Memcached, embedder, reranker)
reached over the 10.10.0.0/24 internal network
and configured via mnemosyne/.env.
nginx/mnemosyne.conf reverse proxy: /library/* and /admin/* → web,
/mcp/* → mcp, /static/* → volume, /metrics
internal-network-only (127/8 + RFC1918), /healthz
proxies to /mcp/health for liveness probes.
.gitea/workflows/ CVE scan + image build, image pushed to
git.helu.ca/r/mnemosyne. Trivy scans pyproject
extras (dev/test/lint/docs) and the built image.
pyproject.toml adds [test], [lint], [docs] extras so the CI
pip-compile step has something to resolve.
README documents the bring-up flow (`docker compose run --rm web migrate`,
then `setup`, then `up -d`), day-to-day commands, and the env-var values
that need adjusting for production (DEBUG=False, KVDB_LOCATION pointing
at the external memcached, AWS keys filled in, etc.).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
120
.gitea/workflows/cve-scan-docker-build.yml
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120
.gitea/workflows/cve-scan-docker-build.yml
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name: CVE Scan & Docker Build
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on:
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push:
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branches: [main]
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pull_request:
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branches: [main]
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env:
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REGISTRY: git.helu.ca
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IMAGE_NAME: ${{ gitea.repository }}
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TRIVY_SEVERITY: MEDIUM,HIGH,CRITICAL
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TRIVY_NO_PROGRESS: "true"
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TRIVY_DISABLE_VEX_NOTICE: "true"
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jobs:
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security-scan:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Install Trivy
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run: |
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curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sudo sh -s -- -b /usr/local/bin
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trivy --version
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- name: Resolve full dependency set (incl. dev/test/lint/docs extras)
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run: |
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python3 -m venv /tmp/scanenv
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/tmp/scanenv/bin/pip install --quiet pip-tools
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/tmp/scanenv/bin/pip-compile pyproject.toml \
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--extra dev --extra test --extra lint --extra docs \
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-o requirements.txt --no-header --quiet --allow-unsafe
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echo "Resolved $(grep -cv '^\s*\(#\|$\)' requirements.txt) pinned packages."
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- name: Scan Python dependencies for CVEs
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run: |
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trivy fs \
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--scanners vuln \
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--severity ${TRIVY_SEVERITY} \
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--format table \
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--exit-code 0 \
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requirements.txt
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- name: Scan repository for secrets
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run: |
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trivy fs \
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--scanners secret \
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--format table \
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--exit-code 0 \
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.
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build-and-push:
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runs-on: ubuntu-latest
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needs: security-scan
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if: always()
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Log in to Gitea Container Registry
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uses: docker/login-action@v3
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with:
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registry: ${{ env.REGISTRY }}
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username: ${{ gitea.actor }}
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password: ${{ secrets.PACKAGE_TOKEN }}
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- name: Extract metadata for Docker
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
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tags: |
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type=ref,event=branch
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type=ref,event=pr
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type=sha,prefix=
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type=raw,value=latest,enable=${{ gitea.ref == 'refs/heads/main' }}
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- name: Build and push Docker image
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uses: docker/build-push-action@v5
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with:
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context: .
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file: Dockerfile
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push: true
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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cache-from: type=gha
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cache-to: type=gha,mode=max
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- name: Install Trivy
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run: |
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curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sudo sh -s -- -b /usr/local/bin
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trivy --version
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- name: Scan built Docker image (OS + Python + system libs)
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run: |
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IMAGE_TAG=$(echo "${{ steps.meta.outputs.tags }}" | head -n1)
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echo "🔍 Scanning image: ${IMAGE_TAG}"
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trivy image \
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--scanners vuln \
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--severity ${TRIVY_SEVERITY} \
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--format table \
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--pkg-types os,library \
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--exit-code 0 \
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"${IMAGE_TAG}"
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- name: Scan built Docker image for misconfigurations
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continue-on-error: true
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run: |
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IMAGE_TAG=$(echo "${{ steps.meta.outputs.tags }}" | head -n1)
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trivy image \
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--scanners misconfig \
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--severity ${TRIVY_SEVERITY} \
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--format table \
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--exit-code 0 \
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"${IMAGE_TAG}"
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93
Dockerfile
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93
Dockerfile
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# =============================================================================
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# Mnemosyne — production image
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# =============================================================================
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# Multi-stage:
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# builder installs Python deps and runs `collectstatic` once.
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# runtime copies only the artifacts the running process needs.
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#
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# The same image runs three different processes (Django web, MCP server,
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# Celery worker) — the compose file picks the command per service.
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# =============================================================================
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# ── Stage 1: builder ────────────────────────────────────────────────────────
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FROM python:3.12-slim AS builder
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# Build deps for psycopg, PyMuPDF, Pillow, cryptography, etc.
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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libpq-dev \
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libffi-dev \
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libssl-dev \
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libjpeg-dev \
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zlib1g-dev \
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&& rm -rf /var/lib/apt/lists/*
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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PIP_NO_CACHE_DIR=1 \
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PIP_DISABLE_PIP_VERSION_CHECK=1
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WORKDIR /build
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# Install dependencies first (better layer caching).
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COPY pyproject.toml README.md ./
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COPY mnemosyne/ ./mnemosyne/
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RUN pip install --upgrade pip \
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&& pip install .
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# Bake static files into the image. The env vars below are build-time-only
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# stubs needed for settings.py to import without real infrastructure — they
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# never reach the runtime image because this is the builder stage.
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# Inlined into the RUN command (rather than ENV/ARG) so static analysis
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# tools (Trivy) don't flag them as baked-in secrets.
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ENV DJANGO_SETTINGS_MODULE=mnemosyne.settings \
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DEBUG=False \
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USE_LOCAL_STORAGE=True \
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APP_DB_NAME=collectstatic \
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APP_DB_USER=collectstatic
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WORKDIR /build/mnemosyne
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RUN SECRET_KEY=collectstatic-stub \
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APP_DB_PASSWORD=collectstatic-stub \
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python manage.py collectstatic --noinput --clear
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# ── Stage 2: runtime ────────────────────────────────────────────────────────
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FROM python:3.12-slim AS runtime
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# Runtime libs for psycopg + PyMuPDF + Pillow + cryptography.
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RUN apt-get update && apt-get install -y --no-install-recommends \
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libpq5 \
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libjpeg62-turbo \
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zlib1g \
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libssl3 \
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ca-certificates \
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&& rm -rf /var/lib/apt/lists/*
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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DJANGO_SETTINGS_MODULE=mnemosyne.settings \
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PATH=/usr/local/bin:$PATH
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# Copy installed packages from the builder.
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COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
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COPY --from=builder /usr/local/bin /usr/local/bin
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# Application code + collected statics.
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WORKDIR /app
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COPY --from=builder /build/mnemosyne /app
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COPY docker/entrypoint.sh /usr/local/bin/entrypoint.sh
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RUN chmod +x /usr/local/bin/entrypoint.sh
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# Non-root user for everything that runs in this image. uid:gid 1000:1000
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# matches the convention for a single-application container.
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RUN groupadd --gid 1000 mnemosyne \
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&& useradd --uid 1000 --gid mnemosyne --home /app --no-create-home --shell /sbin/nologin mnemosyne \
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&& mkdir -p /app/media /app/logs \
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&& chown -R mnemosyne:mnemosyne /app
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USER mnemosyne
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# The compose file overrides this per service. Default = Django web.
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EXPOSE 8000 22091
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ENTRYPOINT ["entrypoint.sh"]
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CMD ["web"]
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60
README.md
60
README.md
@@ -153,6 +153,66 @@ These endpoints are used by the Daedalus FastAPI backend (HTTP Basic auth). All
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See [docs/mnemosyne_integration.md](docs/mnemosyne_integration.md) for the full Daedalus contract.
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## Production Deployment
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Production runs as four containers from a single image (built and pushed by [`.gitea/workflows/cve-scan-docker-build.yml`](.gitea/workflows/cve-scan-docker-build.yml) on every push to `main`):
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| Service | Role | Port |
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|---------|------|------|
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| `web` | Django REST API + admin (gunicorn) | internal :8000 |
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| `mcp` | FastMCP server (uvicorn) | internal :22091 |
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| `worker` | Celery worker — embedding/ingest/batch | — |
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| `nginx` | Reverse proxy + static files | host :23090 |
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Plus a one-shot `static-init` service that copies `/app/staticfiles` (baked into the image at build time via `collectstatic`) into the shared volume nginx reads from. It runs to completion on every `up`, so static-file changes propagate on each deploy without manual intervention.
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External services (NOT spun up by compose): Postgres on Portia, Neo4j on Ariel, RabbitMQ on Oberon, S3/MinIO on Nyx, Memcached, embedder + reranker. All reached over the internal 10.10.0.0/24 network. URLs and credentials live in `mnemosyne/.env`.
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### First-time bring-up
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```bash
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# Pull the image (or build locally with `docker compose build`)
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docker compose pull
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# DB migrations (one-shot)
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docker compose run --rm web migrate
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# Neo4j indexes + library_type defaults (one-shot)
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docker compose run --rm web setup
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# Bring the stack up
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docker compose up -d
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```
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### Day-to-day
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```bash
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docker compose ps # service status + health
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docker compose logs -f web # tail web logs
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docker compose logs -f worker # tail Celery worker logs
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docker compose restart mcp # restart just the MCP server
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# After a new image is published:
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docker compose pull && docker compose up -d
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```
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### Things to verify in `mnemosyne/.env` before bringing up
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The development `.env` has a few values that need adjusting for production:
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- `DEBUG=False`
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- `USE_LOCAL_STORAGE=False` (already set; just confirm)
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- `KVDB_LOCATION=<external-memcached-host>:11211` — `127.0.0.1` does not resolve from inside containers
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- `AWS_ACCESS_KEY_ID` / `AWS_SECRET_ACCESS_KEY` filled in
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- `DAEDALUS_S3_*` filled in for cross-bucket reads from the Daedalus bucket
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- `ALLOWED_HOSTS` includes the public hostname HAProxy routes to (e.g. `mnemosyne.ouranos.helu.ca`)
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- `LLM_API_SECRETS_ENCRYPTION_KEY` set to a real Fernet key
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### Health probes
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- `GET http://nginx-host:23090/healthz` → proxies to `/mcp/health`, returns `{"status":"ok"}` when the MCP server is up
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- `GET http://nginx-host:23090/metrics` → Prometheus scrape endpoint, internal-network-only
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## Architecture Note: Retrieval, Not Synthesis
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Mnemosyne is a **retrieval engine**, not a RAG pipeline. It stores, embeds, and ranks — it does not synthesize answers.
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111
docker-compose.yaml
Normal file
111
docker-compose.yaml
Normal file
@@ -0,0 +1,111 @@
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# =============================================================================
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# Mnemosyne — production deployment
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# =============================================================================
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# Four services, all from the same image:
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# web — Django REST API + admin (gunicorn, port 8000)
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# mcp — FastMCP server (uvicorn, port 22091)
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# worker — Celery worker (embedding/ingest/batch queues)
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# nginx — reverse proxy, public port 23090
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#
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# External services (NOT spun up here): Postgres on Portia, Neo4j on Ariel,
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# RabbitMQ on Oberon, S3/MinIO on Nyx, Memcached on its own host, embedder
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# and reranker on Nyx, smtp4dev on Oberon. All reached over the internal
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# 10.10.0.0/24 network.
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#
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# Run:
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# docker compose up -d
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# docker compose run --rm web migrate # one-shot DB migrate
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# docker compose run --rm web setup # Neo4j indexes + library types
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# =============================================================================
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services:
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# ── Static-file seeder: copies /app/staticfiles into the shared volume on
|
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# every `up`. Runs once and exits. Without this, the named volume is only
|
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# seeded the first time it's empty, so static updates between deploys
|
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# would not propagate to nginx.
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static-init:
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image: git.helu.ca/r/mnemosyne:latest
|
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command: ["sh", "-c", "cp -a /app/staticfiles/. /shared-static/"]
|
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user: "0:0"
|
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volumes:
|
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- mnemosyne-static:/shared-static
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restart: "no"
|
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|
||||
# ── Web app: Django REST API + admin ───────────────────────────────────────
|
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web:
|
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image: git.helu.ca/r/mnemosyne:latest
|
||||
command: ["web"]
|
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env_file: mnemosyne/.env
|
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restart: unless-stopped
|
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depends_on:
|
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static-init:
|
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condition: service_completed_successfully
|
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volumes:
|
||||
- mnemosyne-media:/app/media
|
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expose:
|
||||
- "8000"
|
||||
healthcheck:
|
||||
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/admin/login/').read()"]
|
||||
interval: 30s
|
||||
timeout: 5s
|
||||
retries: 3
|
||||
start_period: 30s
|
||||
|
||||
# ── MCP server: FastMCP Streamable HTTP at /mcp/ ───────────────────────────
|
||||
mcp:
|
||||
image: git.helu.ca/r/mnemosyne:latest
|
||||
command: ["mcp"]
|
||||
env_file: mnemosyne/.env
|
||||
restart: unless-stopped
|
||||
volumes:
|
||||
- mnemosyne-media:/app/media
|
||||
expose:
|
||||
- "22091"
|
||||
healthcheck:
|
||||
test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:22091/mcp/health').read()"]
|
||||
interval: 30s
|
||||
timeout: 5s
|
||||
retries: 3
|
||||
start_period: 30s
|
||||
|
||||
# ── Celery worker: embedding + ingest + batch queues ───────────────────────
|
||||
worker:
|
||||
image: git.helu.ca/r/mnemosyne:latest
|
||||
command: ["worker"]
|
||||
env_file: mnemosyne/.env
|
||||
restart: unless-stopped
|
||||
volumes:
|
||||
- mnemosyne-media:/app/media
|
||||
healthcheck:
|
||||
test: ["CMD", "celery", "-A", "mnemosyne", "inspect", "ping", "-d", "celery@$$HOSTNAME"]
|
||||
interval: 60s
|
||||
timeout: 10s
|
||||
retries: 3
|
||||
start_period: 60s
|
||||
|
||||
# ── nginx: reverse proxy, public port 23090 ────────────────────────────────
|
||||
nginx:
|
||||
image: nginx:alpine
|
||||
restart: unless-stopped
|
||||
depends_on:
|
||||
- web
|
||||
- mcp
|
||||
ports:
|
||||
- "23090:80"
|
||||
volumes:
|
||||
- ./nginx/mnemosyne.conf:/etc/nginx/conf.d/default.conf:ro
|
||||
- mnemosyne-static:/var/www/static:ro
|
||||
healthcheck:
|
||||
test: ["CMD", "wget", "-qO-", "http://localhost/healthz"]
|
||||
interval: 30s
|
||||
timeout: 5s
|
||||
retries: 3
|
||||
|
||||
volumes:
|
||||
# Static files baked into the image at /app/staticfiles. The web service
|
||||
# mounts this volume, populating it on first start; nginx reads from it.
|
||||
mnemosyne-static:
|
||||
# Local FileSystemStorage fallback. Production uses USE_LOCAL_STORAGE=False
|
||||
# so this is mostly empty — kept for parity with dev and for any path
|
||||
# that writes to MEDIA_ROOT directly.
|
||||
mnemosyne-media:
|
||||
66
docker/entrypoint.sh
Normal file
66
docker/entrypoint.sh
Normal file
@@ -0,0 +1,66 @@
|
||||
#!/bin/sh
|
||||
# Mnemosyne container entrypoint.
|
||||
#
|
||||
# The same image runs all three processes — the compose service supplies
|
||||
# `web`, `mcp`, `worker`, or `migrate` as CMD.
|
||||
|
||||
set -e
|
||||
|
||||
case "$1" in
|
||||
web)
|
||||
# Django REST API + admin (gunicorn → wsgi).
|
||||
exec gunicorn \
|
||||
--bind 0.0.0.0:8000 \
|
||||
--workers "${GUNICORN_WORKERS:-3}" \
|
||||
--access-logfile - \
|
||||
--error-logfile - \
|
||||
mnemosyne.wsgi:application
|
||||
;;
|
||||
|
||||
mcp)
|
||||
# FastMCP over Streamable HTTP at /mcp/, mounted by mnemosyne.asgi.
|
||||
exec uvicorn \
|
||||
--host 0.0.0.0 \
|
||||
--port 22091 \
|
||||
--workers "${UVICORN_WORKERS:-1}" \
|
||||
mnemosyne.asgi:app
|
||||
;;
|
||||
|
||||
worker)
|
||||
# Celery worker covering embedding + ingest + batch + default queues.
|
||||
# In production you may want to split these onto separate worker
|
||||
# services for queue-level isolation; one process is fine to start.
|
||||
exec celery -A mnemosyne worker \
|
||||
--loglevel="${CELERY_LOG_LEVEL:-info}" \
|
||||
--queues="${CELERY_QUEUES:-celery,embedding,batch}" \
|
||||
--concurrency="${CELERY_CONCURRENCY:-2}"
|
||||
;;
|
||||
|
||||
beat)
|
||||
# Celery scheduled tasks (only needed if/when periodic jobs are wired).
|
||||
exec celery -A mnemosyne beat \
|
||||
--loglevel="${CELERY_LOG_LEVEL:-info}"
|
||||
;;
|
||||
|
||||
migrate)
|
||||
# One-shot DB migration runner — invoke before bringing services up
|
||||
# for the first time or after a deploy.
|
||||
exec python manage.py migrate --noinput
|
||||
;;
|
||||
|
||||
setup)
|
||||
# One-shot init — Neo4j indexes + library_type seed data.
|
||||
python manage.py setup_neo4j_indexes
|
||||
python manage.py load_library_types
|
||||
;;
|
||||
|
||||
shell)
|
||||
# Drop into the management shell for ad-hoc work.
|
||||
exec python manage.py shell
|
||||
;;
|
||||
|
||||
*)
|
||||
# Fall through: run whatever was passed (e.g. `manage.py <cmd>`).
|
||||
exec "$@"
|
||||
;;
|
||||
esac
|
||||
86
nginx/mnemosyne.conf
Normal file
86
nginx/mnemosyne.conf
Normal file
@@ -0,0 +1,86 @@
|
||||
# Mnemosyne nginx — single virtual host that fronts the Django web app
|
||||
# and the FastMCP server. HAProxy on Titania terminates TLS and routes by
|
||||
# hostname; this nginx is plain HTTP on the internal network.
|
||||
|
||||
# Map of upstreams to give us readable proxy_pass targets and easy retries.
|
||||
upstream mnemosyne_web {
|
||||
server web:8000 max_fails=3 fail_timeout=30s;
|
||||
}
|
||||
|
||||
upstream mnemosyne_mcp {
|
||||
server mcp:22091 max_fails=3 fail_timeout=30s;
|
||||
}
|
||||
|
||||
server {
|
||||
listen 80 default_server;
|
||||
server_name _;
|
||||
|
||||
# Reasonable limits — file uploads to the ingest endpoint can be big,
|
||||
# but the bulk path is S3-direct from Daedalus. 64 MB covers admin
|
||||
# uploads and direct REST POST /library/api/items/upload.
|
||||
client_max_body_size 64m;
|
||||
client_body_timeout 120s;
|
||||
|
||||
# Mnemosyne's REST API — Django REST Framework views + admin.
|
||||
# Under /library/api/* per mnemosyne/urls.py and /admin/* per Django.
|
||||
location /library/ {
|
||||
proxy_pass http://mnemosyne_web;
|
||||
proxy_http_version 1.1;
|
||||
proxy_set_header Host $host;
|
||||
proxy_set_header X-Real-IP $remote_addr;
|
||||
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
|
||||
proxy_set_header X-Forwarded-Proto $scheme;
|
||||
proxy_read_timeout 300s;
|
||||
}
|
||||
|
||||
location /admin/ {
|
||||
proxy_pass http://mnemosyne_web;
|
||||
proxy_http_version 1.1;
|
||||
proxy_set_header Host $host;
|
||||
proxy_set_header X-Real-IP $remote_addr;
|
||||
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
|
||||
proxy_set_header X-Forwarded-Proto $scheme;
|
||||
proxy_read_timeout 300s;
|
||||
}
|
||||
|
||||
# FastMCP Streamable HTTP at /mcp/ and SSE at /mcp/sse/.
|
||||
# Long-running streams need disabled buffering and a generous timeout.
|
||||
location /mcp/ {
|
||||
proxy_pass http://mnemosyne_mcp;
|
||||
proxy_http_version 1.1;
|
||||
proxy_set_header Host $host;
|
||||
proxy_set_header X-Real-IP $remote_addr;
|
||||
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
|
||||
proxy_set_header X-Forwarded-Proto $scheme;
|
||||
proxy_set_header Connection "";
|
||||
proxy_buffering off;
|
||||
proxy_cache off;
|
||||
proxy_read_timeout 600s;
|
||||
}
|
||||
|
||||
# Static files baked into the image at /app/staticfiles, mounted into
|
||||
# this nginx via a named volume populated by the web service.
|
||||
location /static/ {
|
||||
alias /var/www/static/;
|
||||
access_log off;
|
||||
expires 30d;
|
||||
}
|
||||
|
||||
# Prometheus scrape endpoint — internal networks only.
|
||||
# Allows: localhost + RFC1918 private ranges (10/8, 172.16/12, 192.168/16).
|
||||
location /metrics {
|
||||
allow 127.0.0.0/8;
|
||||
allow 10.0.0.0/8;
|
||||
allow 172.16.0.0/12;
|
||||
allow 192.168.0.0/16;
|
||||
deny all;
|
||||
proxy_pass http://mnemosyne_web;
|
||||
access_log off;
|
||||
}
|
||||
|
||||
# Liveness probe — proxies through to the MCP health endpoint.
|
||||
location = /healthz {
|
||||
proxy_pass http://mnemosyne_mcp/mcp/health;
|
||||
access_log off;
|
||||
}
|
||||
}
|
||||
@@ -40,6 +40,17 @@ dev = [
|
||||
"django-debug-toolbar>=4.0,<5.0",
|
||||
"docker>=7.0,<8.0",
|
||||
]
|
||||
test = [
|
||||
"pytest>=8.0,<9.0",
|
||||
"pytest-django>=4.8,<5.0",
|
||||
]
|
||||
lint = [
|
||||
"ruff>=0.6,<1.0",
|
||||
]
|
||||
docs = [
|
||||
"mkdocs>=1.6,<2.0",
|
||||
"mkdocs-material>=9.5,<10.0",
|
||||
]
|
||||
|
||||
[build-system]
|
||||
requires = ["setuptools>=68.0"]
|
||||
|
||||
Reference in New Issue
Block a user