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Add an installation script
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‎.github/workflows/build-python.yml‎

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# Reusable GitHub Actions workflow for building Python packages
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name: Build python package
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on:
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workflow_call:
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inputs:
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python-version:
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description: 'Python version'
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required: false
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type: string
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default: '3.x'
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patch-version:
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description: 'Version to patch into pyproject.toml'
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required: false
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type: string
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jobs:
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build:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout repo
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uses: actions/checkout@v4
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- name: Set up Python ${{ inputs.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ inputs.python-version }}
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- name: Patch version in pyproject.toml
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if: inputs.patch-version != ''
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run: |
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VERSION="${{ inputs.patch-version }}"
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echo "Updating pyproject.toml version to $VERSION"
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sed -i -E "s/^version = \".*\"/version = \"$VERSION\"/" pyproject.toml
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- name: Install dependencies and uv
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run: |
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python -m pip install --upgrade pip
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pip install --upgrade build
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pip install uv
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- name: Build the package with uv
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run: |
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uv build
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ls -lh dist/
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- name: Upload built distributions as artifact
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uses: actions/upload-artifact@v4
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with:
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name: python-package-dist
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path: dist/*

‎.github/workflows/installation-test.yml‎

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# .github/workflows/windows-test.yml
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name: Installation Test
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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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on:
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push:
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branches:
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- installation-script-2
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jobs:
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build:
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uses: ./.github/workflows/build-python.yml
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with:
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python-version: "3.12"
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check-linux:
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needs: build
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runs-on: ubuntu-latest
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services:
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postgres:
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image: pgvector/pgvector:pg16
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env:
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POSTGRES_USER: memmachine
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POSTGRES_PASSWORD: mammachine_password
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POSTGRES_DB: memmachine
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POSTGRES_INITDB_ARGS: "--encoding=UTF-8 --lc-collate=C --lc-ctype=C"
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ports:
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- 5432:5432
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options: >-
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--health-cmd="pg_isready -U memmachine"
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--health-interval=10s
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--health-timeout=5s
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--health-retries=5
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ollama:
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image: ollama/ollama
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ports:
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- 11434:11434
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steps:
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- name: Set up Python 3.12
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uses: actions/setup-python@v5
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with:
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python-version: "3.12"
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- name: Download built distributions
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uses: actions/download-artifact@v4
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with:
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name: python-package-dist
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- name: Set up ollama
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run: |
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set -eo pipefail
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until curl -s http://localhost:11434/ > /dev/null; do
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echo "Ollama not up yet, sleeping..."
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sleep 1
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done
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echo "Ollama is up, loading model..."
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curl http://localhost:11434/api/pull -d '{
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"name": "qwen3:0.6b"
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}' -v
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echo "pulled model qwen3:0.6b into ollama"
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curl http://localhost:11434/api/pull -d '{
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"name": "nomic-embed-text"
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}' -v
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echo "pulled model nomic-embed-text into ollama"
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- name: Test install on Ubuntu
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run: |
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set -eo pipefail
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whl_name=$(ls *.whl)
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echo "Installing wheel file: $whl_name"
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python -m pip install $whl_name
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echo "configuring memmachine"
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memmachine-configure << EOF
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y
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CPU
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Ollama
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qwen3:0.6b
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nomic-embed-text
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localhost
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5432
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memmachine
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mammachine_password
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memmachine
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http://localhost:11434/v1
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localhost
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8080
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EOF
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memmachine-nltk-setup
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memmachine-sync-profile-schema
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memmachine-server &
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server_pid=$!
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sleep 5
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curl -f http://127.0.0.1:8080/v1/sessions
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shell: bash
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check-windows:
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needs: build
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runs-on: windows-latest
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steps:
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- name: Setup Miniconda
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uses: conda-incubator/setup-miniconda@v3
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with:
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python-version: 3.12
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auto-update-conda: true
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- name: Download built distributions
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uses: actions/download-artifact@v4
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with:
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name: python-package-dist
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- name: install postgresql
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run: |
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echo "Installing build dependencies..."
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conda install -c conda-forge postgresql c-compiler cxx-compiler git --yes
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echo "Cloning pgvector..."
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git clone https://github.com/pgvector/pgvector.git
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cd pgvector
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echo "Building and installing pgvector..."
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$env:PGROOT = "$($env:CONDA_PREFIX)\Library"
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echo "PGROOT set to: $env:PGROOT"
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$CompilerBinDir = "$($env:CONDA_PREFIX)\Library\bin\Hostx64\x64"
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echo "Adding $CompilerBinDir to PATH"
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$env:PATH = "$CompilerBinDir;$($env:PATH)"
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nmake /NOLOGO /F Makefile.win
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if ($LastExitCode -ne 0) { throw "nmake build failed!" }
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nmake /NOLOGO /F Makefile.win install
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if ($LastExitCode -ne 0) { throw "nmake install failed!" }
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echo "Build and install complete."
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echo "--- Debug: Checking for files AFTER 'nmake install' ---"
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$DstDir = "$($env:CONDA_PREFIX)\Library\share\extension"
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ls -l $DstDir
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echo "--------------------------------------------------------"
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cd ..
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initdb -D postgres_data --encoding=UTF-8 --lc-collate=C --lc-ctype=C
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pg_ctl -D postgres_data -o "-F" -l logfile start
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createuser -U runneradmin -s memmachine
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createdb -U runneradmin -O memmachine memmachine
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psql -U runneradmin -d postgres -c "ALTER USER memmachine WITH PASSWORD 'mammachine_password';"
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psql -d memmachine -U memmachine -c "CREATE EXTENSION IF NOT EXISTS vector;"
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- name: Set up ollama
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shell: bash
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run: |
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set -eo pipefail
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winget install Ollama.Ollama --accept-source-agreements
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until curl -s http://localhost:11434/ > /dev/null; do
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echo "Ollama not up yet, sleeping..."
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sleep 1
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done
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echo "Ollama is up, loading model..."
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curl http://localhost:11434/api/pull -d '{
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"name": "qwen3:0.6b"
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}' -v
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echo "pulled model qwen3:0.6b into ollama"
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curl http://localhost:11434/api/pull -d '{
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"name": "nomic-embed-text"
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}' -v
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echo "pulled model nomic-embed-text into ollama"
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- name: Test install on Windows
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run: |
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set -eo pipefail
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export PYTHONUTF8=1
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whl_name=$(ls *.whl)
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echo "Installing wheel file: $whl_name"
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python -m pip install $whl_name
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echo "configuring memmachine"
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memmachine-configure << EOF
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y
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CPU
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Ollama
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qwen3:0.6b
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nomic-embed-text
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localhost
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5432
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memmachine
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mammachine_password
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memmachine
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http://localhost:11434/v1
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localhost
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8080
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EOF
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python -c "import nltk; nltk.download('punkt')"
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memmachine-nltk-setup
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memmachine-sync-profile-schema
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memmachine-server &
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server_pid=$!
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sleep 5
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curl -f http://127.0.0.1:8080/v1/sessions
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shell: bash
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check-macos:
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needs: build
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runs-on: macos-latest
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steps:
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- name: Set up Python 3.12
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uses: actions/setup-python@v5
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with:
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python-version: "3.12"
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- name: Download built distributions
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uses: actions/download-artifact@v4
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with:
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name: python-package-dist
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- name: Set up postgresql (pgvector) using Homebrew
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run: |
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set -eo pipefail
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brew update
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brew upgrade
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brew install postgresql@18
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brew install pgvector
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rm -rf /opt/homebrew/var/postgresql@18
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"/opt/homebrew/opt/postgresql@18/bin/initdb" -D /opt/homebrew/var/postgresql@18 --encoding=UTF-8 --lc-collate=C --lc-ctype=C
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brew services start postgresql@18
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export PATH="/opt/homebrew/opt/postgresql@18/bin:$PATH"
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while ! pg_isready -q; do
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sleep 1
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done
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createuser -s memmachine
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createdb -O memmachine memmachine
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psql -d postgres -c "ALTER USER memmachine WITH PASSWORD 'mammachine_password';"
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psql -d memmachine -U memmachine -c "CREATE EXTENSION IF NOT EXISTS vector;"
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- name: Set up ollama
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run: |
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set -eo pipefail
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brew install ollama
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brew services start ollama
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until curl -s http://localhost:11434/ > /dev/null; do
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echo "Ollama not up yet, sleeping..."
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sleep 1
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done
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echo "Ollama is up, loading model..."
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curl http://localhost:11434/api/pull -d '{
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"name": "qwen3:0.6b"
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}' -v
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echo "pulled model qwen3:0.6b into ollama"
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curl http://localhost:11434/api/pull -d '{
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"name": "nomic-embed-text"
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}' -v
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echo "pulled model nomic-embed-text into ollama"
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- name: Test install on macOS
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run: |
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set -eo pipefail
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whl_name=$(ls *.whl)
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echo "Installing wheel file: $whl_name"
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python -m pip install $whl_name
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echo "configuring memmachine"
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memmachine-configure << EOF
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y
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CPU
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OpenAI
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gpt-4o-mini
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text-embedding-3-small
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localhost
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5432
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memmachine
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mammachine_password
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memmachine
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sk-test
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localhost
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8080
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EOF
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memmachine-nltk-setup
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memmachine-sync-profile-schema
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memmachine-server &
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server_pid=$!
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sleep 5
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curl -f http://127.0.0.1:8080/v1/sessions
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shell: bash

‎DOCKER_COMPOSE_README.md‎

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### 1. Configure Environment
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Copy the example environment file and add your OpenAI API key:
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```bash
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cp sample_configs/env.dockercompose .env
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cp src/memmachine/sample_configs/env.dockercompose .env
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# Edit .env and add your OPENAI_API_KEY
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```
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### 2. Configure MemMachine
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Copy the sample configuration file and update it with your settings:
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```bash
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cp sample_configs/episodic_memory_config.sample configuration.yml
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cp src/memmachine/sample_configs/episodic_memory_config.sample configuration.yml
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# Edit configuration.yml and update:
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# - Replace <YOUR_API_KEY> with your OpenAI API key
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# - Replace <YOUR_PASSWORD_HERE> with your Neo4j password

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