A local-first private AI assistant for everyday use. Runs on-device models with encrypted P2P sync, and supports sharing chats publicly on ATProto.
Implement portable py runtime with installer (#75)
* feat: WOMM version of portable py runtime
* refactor: minor refactors
authored by
Anandu Pavanan
and committed by
GitHub
3b22dabf
11a9a7fa
+1091
-44
+1
-1
Cargo.lock
+1
-1
Cargo.lock
+21
-2
HACKING.md
+21
-2
HACKING.md
···
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- [Rust & Cargo](https://www.rust-lang.org/tools/install)
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- [`just`](https://github.com/casey/just) (for task management)
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- [Python 3.8+](https://www.python.org/downloads/)
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- [Python 3.13](https://www.python.org/downloads/)
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- [`uv`](https://docs.astral.sh/uv/) (for fast Python dependency management)
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- [Git](https://git-scm.com/)
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···
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From the root directory:
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```sh
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cargo run --manifest-path tiles/Cargo.toml
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cargo run
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```
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> **Tip:** Refer to the `justfile` for additional common commands and automation. For troubleshooting, see [CONTRIBUTING.md](CONTRIBUTING.md) and open an issue if you need help.
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### Building Tiles installer (Development)
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Install [venvstacks](https://github.com/lmstudio-ai/venvstacks?tab=readme-ov-file#installing) for portable py runtime
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From the project root do,
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```sh
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just bundle # Creates the compressed zip in dist/
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```
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Set the `ENV` in install.sh to `dev`
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```sh
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just install
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```
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Now `tiles` should be available in PATH
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## Additional Resources
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+14
scripts/bundler.sh
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scripts/bundler.sh
···
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mkdir -p "${DIST_DIR}/tmp"
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cp "target/${TARGET}/${BINARY_NAME}" "${DIST_DIR}/tmp/"
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echo "🔒 Locking the venvstack...."
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venvstacks lock server/stack/venvstacks.toml
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echo "🛠️ Building the venvstack...."
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venvstacks build server/stack/venvstacks.toml
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echo "📦 Publishing the venvstack...."
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venvstacks publish --tag-outputs --output-dir ../stack_export_prod server/stack/venvstacks.toml
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cp -r "${SERVER_DIR}" "${DIST_DIR}/tmp/"
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rm -rf "${DIST_DIR}/tmp/server/__pycache__"
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rm -rf "${DIST_DIR}/tmp/server/.venv"
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rm -rf "${DIST_DIR}/tmp/server/stack"
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echo "📦 Creating ${OUT_NAME}.tar.gz..."
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tar --exclude-from=scripts/tar.exclude -czf "${DIST_DIR}/${OUT_NAME}.tar.gz" -C "${DIST_DIR}/tmp" .
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scripts/install.sh
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scripts/install.sh
···
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ENV="prod" # prod is another env, try taking it from github env
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REPO="tilesprivacy/tiles"
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# VERSION="${TILES_VERSION:-latest}"
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VERSION="0.3.1"
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VERSION="0.4.0-rc.1"
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INSTALL_DIR="$HOME/.local/bin" # CLI install location
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SERVER_DIR="$HOME/.local/share/tiles/server" # Python server folder
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TMPDIR="$(mktemp -d)"
···
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log() { echo -e "\033[1;36m$*\033[0m"; }
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err() { echo -e "\033[1;31m$*\033[0m" >&2; exit 1; }
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echo "🔍 Checking Python..."
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if ! command -v python3 >/dev/null 2>&1; then
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log "⚠️ Python 3.10+ not found."
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if [[ "$OS" == "darwin" ]]; then
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log "Installing via Homebrew..."
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brew install python || err "Could not install Python automatically. Please install manually."
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elif [[ -f /etc/debian_version ]]; then
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log "Installing via apt..."
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sudo apt-get update -y && sudo apt-get install -y python3 python3-venv
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else
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err "Please install Python manually: https://www.python.org/downloads/"
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fi
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fi
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echo "🔍 Checking uv..."
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if ! command -v uv >/dev/null 2>&1; then
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log "⬇️ Installing uv..."
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curl -LsSf https://astral.sh/uv/install.sh | sh
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export PATH="$HOME/.local/bin:$PATH"
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fi
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log "⬇️ Downloading Tiles (${VERSION}) for ${ARCH}-${OS}..."
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if [[ "$ENV" == "prod" ]]; then
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TAR_URL="https://github.com/${REPO}/releases/download/${VERSION}/tiles-v${VERSION}-${ARCH}-${OS}.tar.gz"
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curl -fsSL -o "${TMPDIR}/tiles.tar.gz" "$TAR_URL"
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curl -fL -o "${TMPDIR}/tiles.tar.gz" "$TAR_URL"
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else
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# Installer suppose to ran from tiles root folder after running the bundler
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mv "dist/tiles-v${VERSION}-${ARCH}-${OS}.tar.gz" "${TMPDIR}/tiles.tar.gz"
···
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cp -r "${TMPDIR}/server"/* "${SERVER_DIR}/"
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log "🔧 Setting up Python environment..."
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cd "${SERVER_DIR}"
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cd "${SERVER_DIR}/stack_export_prod"
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# Ensure Python 3.13 is available
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if ! command -v python3.13 >/dev/null 2>&1; then
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if [[ "$OS" == "darwin" ]]; then
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log "Installing Python 3.13 via Homebrew..."
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brew install python@3.13 || err "Failed to install Python 3.13"
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else
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err "Python 3.13 is required but not found. Please install it manuallyv and retry installing tiles"
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fi
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fi
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for f in *.tar.xz; do
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tar -xvf "$f"
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done
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rm -rf *.tar.xz
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cpython3.13/bin/python cpython3.13/postinstall.py
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framework-mlx/bin/python framework-mlx/postinstall.py
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app-server/bin/python app-server/postinstall.py
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# Force uv to use Python 3.13
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uv venv --python python3.13
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uv sync --frozen || err "Dependency setup failed."
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rm -rf "${TMPDIR}"
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log "✅ Tiles installed successfully!"
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server/.gitignore
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server/.gitignore
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server/api.py
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server/api.py
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server/main.py
-1
server/main.py
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server/mem_agent/engine.py
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server/mem_agent/engine.py
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server/stack/requirements/app-server/packages-app-server.txt
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server/stack/requirements/app-server/packages-app-server.txt
···
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# Package summary for app-server
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# Auto-generated by venvstacks (DO NOT EDIT)
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annotated-types==0.7.0
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anyio==4.12.1
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black==25.9.0
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certifi==2026.1.4
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charset-normalizer==3.4.4
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click==8.3.1
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fastapi==0.119.0
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filelock==3.20.3
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fsspec==2026.1.0
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h11==0.16.0
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hf-xet==1.2.0
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huggingface-hub==0.35.0
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idna==3.11
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jinja2==3.1.6
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markupsafe==3.0.3
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mlx-lm==0.28.3
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mypy-extensions==1.1.0
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numpy==2.4.1
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packaging==25.0
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pathspec==1.0.3
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platformdirs==4.5.1
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protobuf==6.33.4
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pydantic==2.12.5
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pydantic-core==2.41.5
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pytokens==0.4.0
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requests==2.32.5
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starlette==0.48.0
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tqdm==4.67.1
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transformers==4.57.6
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typing-inspection==0.4.2
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urllib3==2.6.3
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uvicorn==0.38.0
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# Shared packages inherited from other layers
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mlx-metal==0.29.3 ; platform_machine == 'arm64' and sys_platform == 'darwin'
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mlx==0.29.3 ; platform_machine == 'arm64' and sys_platform == 'darwin'
+8
server/stack/requirements/app-server/pylock.app-server.meta.json
+8
server/stack/requirements/app-server/pylock.app-server.meta.json
···
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}
+833
server/stack/requirements/app-server/pylock.app-server.toml
+833
server/stack/requirements/app-server/pylock.app-server.toml
···
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# Locked requirements for app-server (DO NOT EDIT)
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index = "https://pypi.org/simple"
826
+
827
+
[[packages.wheels]]
828
+
url = "https://files.pythonhosted.org/packages/ee/d9/d88e73ca598f4f6ff671fb5fde8a32925c2e08a637303a1d12883c7305fa/uvicorn-0.38.0-py3-none-any.whl"
829
+
upload-time = 2025-10-18T13:46:42Z
830
+
size = 68109
831
+
832
+
[packages.wheels.hashes]
833
+
sha256 = "48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02"
+7
server/stack/requirements/app-server/requirements-app-server.in
+7
server/stack/requirements/app-server/requirements-app-server.in
+2
server/stack/requirements/cpython3.13/packages-cpython3.13.txt
+2
server/stack/requirements/cpython3.13/packages-cpython3.13.txt
+8
server/stack/requirements/cpython3.13/pylock.cpython3_13.meta.json
+8
server/stack/requirements/cpython3.13/pylock.cpython3_13.meta.json
···
1
+
{
2
+
"lock_input_hash": "sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
3
+
"lock_version": 1,
4
+
"locked_at": "2026-01-21T09:13:57.711430+00:00",
5
+
"other_inputs_hash": "sha256:ca226edbf868f428c8ed9b1a15916850a28cfb647126150523fcf41443fe072d",
6
+
"requirements_hash": "sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
7
+
"version_inputs_hash": "sha256:083d4af739b0bca1ef56cddec2d51068dcae912c76221925758d8f7339585e48"
8
+
}
+6
server/stack/requirements/cpython3.13/pylock.cpython3_13.toml
+6
server/stack/requirements/cpython3.13/pylock.cpython3_13.toml
+2
server/stack/requirements/cpython3.13/requirements-cpython3_13.in
+2
server/stack/requirements/cpython3.13/requirements-cpython3_13.in
+4
server/stack/requirements/framework-mlx/packages-framework-mlx.txt
+4
server/stack/requirements/framework-mlx/packages-framework-mlx.txt
+8
server/stack/requirements/framework-mlx/pylock.framework-mlx.meta.json
+8
server/stack/requirements/framework-mlx/pylock.framework-mlx.meta.json
···
1
+
{
2
+
"lock_input_hash": "sha256:15ab51ed483039998d39c2d150de60e1c4b8b89a0dd217bd9a45fd0ab24b93ff",
3
+
"lock_version": 1,
4
+
"locked_at": "2026-01-21T09:13:58.120929+00:00",
5
+
"other_inputs_hash": "sha256:8ae37e5fb61c1ad51a71c4431d6198113003b9f7187e4ebedcfd197470212b16",
6
+
"requirements_hash": "sha256:a4394b2b2d70371dbdb4e54d3daf86109114d2b2fcccdf65bcb42386ee91e296",
7
+
"version_inputs_hash": "sha256:314f7b4901cc866e8472e2a9c5b1bbf74eed7b4df8c1f3fe4bc1c6502d02b8f3"
8
+
}
+73
server/stack/requirements/framework-mlx/pylock.framework-mlx.toml
+73
server/stack/requirements/framework-mlx/pylock.framework-mlx.toml
···
1
+
# Locked requirements for framework-mlx (DO NOT EDIT)
2
+
# Auto-generated by venvstacks with the following command:
3
+
# python -Im venvstacks lock
4
+
lock-version = "1.0"
5
+
created-by = "uv"
6
+
requires-python = "==3.13.*"
7
+
8
+
[[packages]]
9
+
name = "mlx"
10
+
version = "0.29.3"
11
+
index = "https://pypi.org/simple"
12
+
13
+
[[packages.wheels]]
14
+
url = "https://files.pythonhosted.org/packages/fe/a2/078152b45aa8a23949a1b09601d0044f8bb4ab85e909e4475a440c21aaea/mlx-0.29.3-cp313-cp313-macosx_13_0_arm64.whl"
15
+
upload-time = 2025-10-17T19:17:01Z
16
+
size = 549585
17
+
18
+
[packages.wheels.hashes]
19
+
sha256 = "d59eccf6a1e1e131becc5a3910504507862da3a4e9b7bd9e73a625515d767844"
20
+
21
+
[[packages.wheels]]
22
+
url = "https://files.pythonhosted.org/packages/ae/bb/869eaac4efaae033c13db5fddd6a8907b5d667d135a35a2e482b1af402ee/mlx-0.29.3-cp313-cp313-macosx_14_0_arm64.whl"
23
+
upload-time = 2025-10-17T19:16:57Z
24
+
size = 549586
25
+
26
+
[packages.wheels.hashes]
27
+
sha256 = "6642aa0a6dc2242c024fb8274d00631a7e7ffbdcef26148afd299b877c1e6a4a"
28
+
29
+
[[packages.wheels]]
30
+
url = "https://files.pythonhosted.org/packages/ad/76/196c248c2b2a471f795356564ad1d7dc40284160c8b66370ffadfd991fa1/mlx-0.29.3-cp313-cp313-macosx_15_0_arm64.whl"
31
+
upload-time = 2025-10-17T19:16:39Z
32
+
size = 549586
33
+
34
+
[packages.wheels.hashes]
35
+
sha256 = "ec0aef311fab10cb5f2c274afa6edf6c482636096a5f7886aba43676454aa462"
36
+
37
+
[[packages.wheels]]
38
+
url = "https://files.pythonhosted.org/packages/f2/90/d481dd70b351e28718cfc9a0deb229a75e140abda3ed59284cf635f93f12/mlx-0.29.3-cp313-cp313-manylinux_2_35_x86_64.whl"
39
+
upload-time = 2025-10-17T19:21:26Z
40
+
size = 649781
41
+
42
+
[packages.wheels.hashes]
43
+
sha256 = "e217a99ece66832a2e631131df32e9feb047276b68ac59ca0ad63735842f6dd0"
44
+
45
+
[[packages]]
46
+
name = "mlx-metal"
47
+
version = "0.29.3"
48
+
marker = "platform_machine == 'arm64' and sys_platform == 'darwin'"
49
+
index = "https://pypi.org/simple"
50
+
51
+
[[packages.wheels]]
52
+
url = "https://files.pythonhosted.org/packages/41/95/a00054a006df82bb1b5b8f666ae44a676b259146fadbff90fe654309fefc/mlx_metal-0.29.3-py3-none-macosx_13_0_arm64.whl"
53
+
upload-time = 2025-10-17T19:19:25Z
54
+
size = 36817352
55
+
56
+
[packages.wheels.hashes]
57
+
sha256 = "27b5a4d905202a71e84d9fd559ea0236813f6f960ef494e5cafe9c45df4c9d7c"
58
+
59
+
[[packages.wheels]]
60
+
url = "https://files.pythonhosted.org/packages/c0/d8/5ee91eac16dfcf0334103120b47d4abd8c890ccc0d73d3eee4770ce8810f/mlx_metal-0.29.3-py3-none-macosx_14_0_arm64.whl"
61
+
upload-time = 2025-10-17T19:18:42Z
62
+
size = 36555573
63
+
64
+
[packages.wheels.hashes]
65
+
sha256 = "f426d4b67f96b4d6f0ed50d5992933595aadb370dc3e9ed2410bafbc16229882"
66
+
67
+
[[packages.wheels]]
68
+
url = "https://files.pythonhosted.org/packages/cd/9a/39b7ecdf21cf2a39ced8d7933eed65c6cb38295cadfd0907dd1abd4d1ded/mlx_metal-0.29.3-py3-none-macosx_15_0_arm64.whl"
69
+
upload-time = 2025-10-17T19:18:37Z
70
+
size = 36549163
71
+
72
+
[packages.wheels.hashes]
73
+
sha256 = "106616f7f825851043c53d3dc186965c003985da9cbb6e5c034f35108fc1fc27"
+3
server/stack/requirements/framework-mlx/requirements-framework-mlx.in
+3
server/stack/requirements/framework-mlx/requirements-framework-mlx.in
+38
server/stack/venvstacks.toml
+38
server/stack/venvstacks.toml
···
1
+
[[runtimes]]
2
+
name = "cpython3.13"
3
+
python_implementation = "cpython@3.13.11"
4
+
requirements = []
5
+
platforms = [
6
+
"macosx_arm64",
7
+
"linux_x86_64",
8
+
]
9
+
10
+
11
+
[[frameworks]]
12
+
name = "mlx"
13
+
runtime = "cpython3.13"
14
+
linux_target = "glibc@2.35"
15
+
macosx_target = "14"
16
+
requirements = [
17
+
"mlx==0.29.3"
18
+
]
19
+
20
+
[[applications]]
21
+
name = "server"
22
+
launch_module = "../main.py"
23
+
frameworks = ["mlx"]
24
+
requirements = [
25
+
"fastapi==0.119.0",
26
+
"uvicorn==0.38.0",
27
+
"mlx-lm==0.28.3",
28
+
"black==25.9.0",
29
+
"huggingface-hub==0.35.0",
30
+
31
+
]
32
+
33
+
[tool.uv]
34
+
# Only resolve for the relevant target platforms
35
+
environments = [
36
+
"sys_platform == 'darwin' and platform_machine == 'arm64'",
37
+
"sys_platform == 'linux' and platform_machine == 'x86_64'",
38
+
]
+1
-1
tiles/Cargo.toml
+1
-1
tiles/Cargo.toml
+1
-1
tiles/src/runtime/mlx.rs
+1
-1
tiles/src/runtime/mlx.rs
···
82
82
83
83
let stdout_log = File::create(config_dir.join("server.out.log"))?;
84
84
let stderr_log = File::create(config_dir.join("server.err.log"))?;
85
-
let server_path = server_dir.join(".venv/bin/python3");
85
+
let server_path = server_dir.join("stack_export_prod/app-server/bin/python");
86
86
server_dir.pop();
87
87
let child = Command::new(server_path)
88
88
.args(["-m", "server.main"])