main.yml

name: build, test and release sqlite-ai
on:
  push:
  workflow_dispatch:

permissions:
  contents: write

jobs:
  build:
    runs-on: ${{ matrix.os }}
    name: ${{ matrix.name }}${{ matrix.arch && format('-{0}', matrix.arch) || '' }} build${{ matrix.arch != 'arm64-v8a' && matrix.name != 'isim' && matrix.name != 'ios' && ' + test' || ''}}
    timeout-minutes: 120
    strategy:
      fail-fast: false
      matrix:
        include:
          - os: ubuntu-latest
            arch: x86_64
            name: linux
            make: LLAMA="-DGGML_NATIVE=OFF -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_VULKAN=ON -DGGML_OPENCL=ON -DGGML_LLAMAFILE=ON" WHISPER="-DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_VULKAN=ON -DGGML_OPENCL=ON -DGGML_LLAMAFILE=ON"
          - os: LinuxARM64
            arch: arm64
            name: linux
            make: LLAMA="-DGGML_NATIVE=OFF -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_VULKAN=ON -DGGML_OPENCL=ON -DGGML_LLAMAFILE=ON" WHISPER="-DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_VULKAN=ON -DGGML_OPENCL=ON -DGGML_LLAMAFILE=ON"
          - os: macos-latest
            name: macos
            make: LLAMA="-DGGML_NATIVE=ON -DGGML_METAL=ON -DGGML_ACCELERATE=ON -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=Apple -DGGML_LLAMAFILE=ON" WHISPER="-DGGML_METAL=ON -DGGML_ACCELERATE=ON -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=Apple -DWHISPER_COREML=ON -DWHISPER_COREML_ALLOW_FALLBACK=ON"
          - os: windows-latest
            arch: x86_64
            name: windows
            make: LLAMA="-DGGML_NATIVE=OFF -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_VULKAN=ON -DGGML_OPENCL=ON -DGGML_LLAMAFILE=ON" WHISPER="-DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_VULKAN=ON -DGGML_OPENCL=ON -DGGML_LLAMAFILE=ON"
            
          - os: windows-latest
            arch: x86_64
            name: windows-gpu
            make: LLAMA="-DGGML_BACKEND_DL=ON -DGGML_NATIVE=OFF -DGGML_CPU=ON -DGGML_STATIC=ON"
          
          # Android builds
          - os: ubuntu-latest
            arch: x86_64
            name: android
            make: PLATFORM=android ARCH=x86_64
            sqlite-amalgamation-zip: https://sqlite.org/2025/sqlite-amalgamation-3490100.zip
          - os: ubuntu-latest
            arch: arm64-v8a
            name: android
            make: PLATFORM=android ARCH=arm64-v8a

          - os: macos-latest
            name: ios
            make: PLATFORM=ios LLAMA="-DGGML_METAL=ON -DGGML_ACCELERATE=ON -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=Apple" WHISPER="-DGGML_METAL=ON -DGGML_ACCELERATE=ON -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=Apple -DWHISPER_COREML=ON -DWHISPER_COREML_ALLOW_FALLBACK=ON"
          - os: macos-latest
            name: isim
            make: PLATFORM=isim LLAMA="-DGGML_METAL=ON -DGGML_ACCELERATE=ON -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=Apple" WHISPER="-DGGML_METAL=ON -DGGML_ACCELERATE=ON -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=Apple -DWHISPER_COREML=ON -DWHISPER_COREML_ALLOW_FALLBACK=ON"

    defaults:
      run:
        shell: bash

    env:
      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/7cd9bba0-7aab-4e30-b3ae-2221006a4a05/intel-oneapi-base-toolkit-2025.1.1.34_offline.exe
      WINDOWS_DPCPP_MKL: intel.oneapi.win.cpp-dpcpp-common:intel.oneapi.win.mkl.devel:intel.oneapi.win.dnnl:intel.oneapi.win.tbb.devel
      ONEAPI_ROOT: "C:/Program Files (x86)/Intel/oneAPI"
      CUDA_VERSION: '12.4'
      ROCWMMA_VERSION: '6.2.4'
      HIP_TOOLKIT_VERSION: '24.Q3'

    steps:

      - uses: actions/checkout@v4.2.2
        with:
          submodules: true

      - name: calculate cache version hashes for modules and dependencies
        id: submodule-hashes
        env:
          MATRIX_MAKE: ${{ matrix.make && matrix.make || '' }}
        run: |
          LLAMA_HASH=$(git -C modules/llama.cpp rev-parse HEAD)
          WHISPER_HASH=$(git -C modules/whisper.cpp rev-parse HEAD)
          MINIAUDIO_HASH=$(git -C modules/miniaudio rev-parse HEAD)
          if command -v sha256sum >/dev/null 2>&1; then
            MAKE_HASH=$(echo "$MATRIX_MAKE" | sha256sum | cut -d' ' -f1)
            DPCPP_MKL_HASH=$(echo "$WINDOWS_DPCPP_MKL" | sha256sum | cut -d' ' -f1)
            BASEKIT_URL_HASH=$(echo "$WINDOWS_BASEKIT_URL" | sha256sum | cut -d' ' -f1)
          elif command -v shasum >/dev/null 2>&1; then
            MAKE_HASH=$(echo "$MATRIX_MAKE" | shasum -a 256 | cut -d' ' -f1)
            DPCPP_MKL_HASH=$(echo "$WINDOWS_DPCPP_MKL" | shasum -a 256 | cut -d' ' -f1)
            BASEKIT_URL_HASH=$(echo "$WINDOWS_BASEKIT_URL" | shasum -a 256 | cut -d' ' -f1)
          else
            MAKE_HASH=$(echo "$MATRIX_MAKE" | openssl dgst -sha256 | cut -d' ' -f2)
            DPCPP_MKL_HASH=$(echo "$WINDOWS_DPCPP_MKL" | openssl dgst -sha256 | cut -d' ' -f2)
            BASEKIT_URL_HASH=$(echo "$WINDOWS_BASEKIT_URL" | openssl dgst -sha256 | cut -d' ' -f2)
          fi
          echo "llama=$LLAMA_HASH" >> $GITHUB_OUTPUT
          echo "whisper=$WHISPER_HASH" >> $GITHUB_OUTPUT
          echo "miniaudio=$MINIAUDIO_HASH" >> $GITHUB_OUTPUT
          echo "make=$MAKE_HASH" >> $GITHUB_OUTPUT
          echo "dpcpp-mkl=$DPCPP_MKL_HASH" >> $GITHUB_OUTPUT
          echo "basekit-url=$BASEKIT_URL_HASH" >> $GITHUB_OUTPUT

      - uses: msys2/setup-msys2@v2.27.0
        if: matrix.os == 'windows-latest'
        with:
          msystem: mingw64
          install: >-
            git
            make
            sqlite
            mingw-w64-x86_64-cc
            mingw-w64-x86_64-cmake
            mingw-w64-x86_64-vulkan-headers
            mingw-w64-x86_64-vulkan-loader
            mingw-w64-x86_64-shaderc
            mingw-w64-x86_64-openblas
            mingw-w64-x86_64-opencl-headers
            mingw-w64-x86_64-opencl-icd
          
      - name: linux install openblas and opencl
        if: matrix.name == 'linux'
        run: sudo apt-get install -y libopenblas-dev opencl-headers ocl-icd-opencl-dev

      - name: linux-x86_64 install vulkan
        if: matrix.name == 'linux' && matrix.arch == 'x86_64'
        run: |
          wget -qO - https://packages.lunarg.com/lunarg-signing-key-pub.asc | sudo apt-key add -
          sudo wget -qO /etc/apt/sources.list.d/lunarg-vulkan-jammy.list https://packages.lunarg.com/vulkan/lunarg-vulkan-jammy.list
          sudo apt-get update -y
          sudo apt-get install -y mesa-vulkan-drivers
          # Vulkan is no longer packed for Ubuntu
          wget https://sdk.lunarg.com/sdk/download/latest/linux/vulkan-sdk.tar.xz?Human=true -O vulkan-sdk.tar.xz
          tar -xf vulkan-sdk.tar.xz
          cd $(ls -d 1.* | head -n1)
          source setup-env.sh
          echo "VULKAN_SDK=$VULKAN_SDK" >> $GITHUB_ENV
          echo "PATH=$PATH" >> $GITHUB_ENV
          echo "LD_LIBRARY_PATH=$LD_LIBRARY_PATH" >> $GITHUB_ENV
          echo "VK_ADD_LAYER_PATH=$VK_ADD_LAYER_PATH" >> $GITHUB_ENV

      - name: linux-arm64 install vulkan
        if: matrix.name == 'linux' && matrix.arch == 'arm64'
        run: |
          sudo dpkg --add-architecture arm64

          # Add arch-specific repositories for non-amd64 architectures
          cat << EOF | sudo tee /etc/apt/sources.list.d/arm64-ports.list
          deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ noble main universe
          deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ noble-updates main universe
          deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ noble-security main universe
          deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ noble-backports main universe
          EOF

          sudo apt-get update || true    ;# Prevent failure due to missing URLs.
          sudo apt-get install -y --no-install-recommends build-essential glslc crossbuild-essential-arm64 libvulkan-dev:arm64

      - name: cache cuda toolkit
        if: false #matrix.name == 'windows-gpu'
        id: cache-cuda
        uses: actions/cache@v4
        with:
          path: |
            C:\Program Files\NVIDIA GPU Computing Toolkit
          key: cuda-${{ matrix.name }}-${{ matrix.os }}-${{ matrix.arch }}-${{ env.CUDA_VERSION }}

      - name: windows install cuda
        if: false #matrix.name == 'windows-gpu' && steps.cache-cuda.outputs.cache-hit != 'true'
        uses: ./modules/llama.cpp/.github/actions/windows-setup-cuda
        with:
          cuda_version: ${{ env.CUDA_VERSION }}

      - name: windows setup cuda toolkit
        if: false #matrix.name == 'windows-gpu'
        run: |
          echo "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${{ env.CUDA_VERSION }}\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding utf8 -Append
          echo "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${{ env.CUDA_VERSION }}\libnvvp" | Out-File -FilePath $env:GITHUB_PATH -Encoding utf8 -Append
          echo "CUDA_PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${{ env.CUDA_VERSION }}" | Out-File -FilePath $env:GITHUB_ENV -Append -Encoding utf8
          echo "CUDA_PATH_V12_4=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${{ env.CUDA_VERSION }}" | Out-File -FilePath $env:GITHUB_ENV -Append -Encoding utf8
        shell: pwsh

      - name: cache hip toolkit
        if: false #matrix.name == 'windows-gpu'
        id: cache-hip
        uses: actions/cache@v4
        with:
          path: |
            C:\Program Files\AMD\ROCm
            rocwmma
          key: hip-toolkit-${{ env.HIP_TOOLKIT_VERSION }}-rocwmma-${{ env.ROCWMMA_VERSION }}

      - name: windows install hip toolkit
        if: false #matrix.name == 'windows-gpu' && steps.cache-hip.outputs.cache-hit != 'true'
        run: |
          git clone https://github.com/rocm/rocwmma --branch rocm-${{ env.ROCWMMA_VERSION }} --depth 1
          $ErrorActionPreference = "Stop"
          write-host "Downloading AMD HIP SDK Installer"
          Invoke-WebRequest -Uri "https://download.amd.com/developer/eula/rocm-hub/AMD-Software-PRO-Edition-${{ env.HIP_TOOLKIT_VERSION }}-WinSvr2022-For-HIP.exe" -OutFile "${env:RUNNER_TEMP}\rocm-install.exe"
          write-host "Installing AMD HIP SDK"
          Start-Process "${env:RUNNER_TEMP}\rocm-install.exe" -ArgumentList '-install' -NoNewWindow -Wait
          write-host "Completed AMD HIP SDK installation"
        shell: pwsh

      - name: setup hip environment
        if: false #matrix.name == 'windows-gpu'
        run: |
          & 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' --version
          $HIP_PWSH = "$(Resolve-Path 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' | split-path | split-path)"
          "HIP_PATH=$($HIP_PWSH.Replace('\', '/'))" | Out-File -FilePath $env:GITHUB_ENV -Append
          "CMAKE_PREFIX_PATH=$($HIP_PWSH.Replace('\', '/'))" | Out-File -FilePath $env:GITHUB_ENV -Append
          "HIP_PLATFORM=amd" | Out-File -FilePath $env:GITHUB_ENV -Append
          # Ensure hip-config.cmake can find hipconfig
          "PATH=$env:PATH;$($HIP_PWSH.Replace('\', '/'))/bin" | Out-File -FilePath $env:GITHUB_ENV -Append
        shell: pwsh

      - name: cache intel oneapi toolkit
        if: false #matrix.name == 'windows-gpu'
        id: cache-oneapi
        uses: actions/cache@v4
        with:
          path: |
            C:\Program Files (x86)\Intel\oneAPI
          key: oneapi-${{ matrix.name }}-${{ matrix.os }}-${{ matrix.arch }}-${{ steps.submodule-hashes.outputs.dpcpp-mkl }}-${{ steps.submodule-hashes.outputs.basekit-url }}

      - name: windows install intel oneapi toolkit for sycl
        if: false #matrix.name == 'windows-gpu' && steps.cache-oneapi.outputs.cache-hit != 'true'
        run: modules/llama.cpp/scripts/install-oneapi.bat $WINDOWS_BASEKIT_URL $WINDOWS_DPCPP_MKL

      - name: windows-gpu install ninja and sqlite
        if: matrix.name == 'windows-gpu'
        run: choco install ninja sqlite -y
        shell: pwsh

      - name: cache llama.cpp build
        id: cache-llama
        uses: actions/cache@v4
        with:
          path: |
            build/llama.cpp
            build/llama.cpp.stamp
          key: llama-${{ matrix.name }}-${{ matrix.os }}-${{ matrix.arch }}-${{ steps.submodule-hashes.outputs.llama }}-${{ hashFiles('modules/llama.cpp/**') }}-${{ steps.submodule-hashes.outputs.make }}

      - name: cache whisper.cpp build
        id: cache-whisper
        uses: actions/cache@v4
        with:
          path: |
            build/whisper.cpp
            build/whisper.cpp.stamp
          key: whisper-${{ matrix.name }}-${{ matrix.os }}-${{ matrix.arch }}-${{ steps.submodule-hashes.outputs.whisper }}-${{ hashFiles('modules/whisper.cpp/**') }}-${{ steps.submodule-hashes.outputs.make }}

      - name: cache miniaudio build
        id: cache-miniaudio
        uses: actions/cache@v4
        with:
          path: |
            build/miniaudio
            build/miniaudio.stamp
          key: miniaudio-${{ matrix.name }}-${{ matrix.os }}-${{ matrix.arch }}-${{ steps.submodule-hashes.outputs.miniaudio }}-${{ hashFiles('modules/miniaudio/**') }}-${{ steps.submodule-hashes.outputs.make }}

      - name: download backend modules from llama.cpp releases
        if: false #matrix.name == 'windows-gpu'
        shell: bash
        run: |
          # Get the latest llama.cpp release tag
          LLAMA_VERSION=$(git -C modules/llama.cpp describe --tags --abbrev=0)
          echo "Downloading backend modules for llama.cpp version: $LLAMA_VERSION"
          
          # Create directories
          mkdir -p build/llama.cpp/bin
          
          # llama.cpp releases use this naming pattern for Windows builds
          RELEASE_URL="https://github.com/ggerganov/llama.cpp/releases/download/${LLAMA_VERSION}"
          
          # Download the main Windows release which contains backend DLLs
          echo "Attempting to download llama.cpp Windows release..."
          if curl -fsSL "${RELEASE_URL}/llama-${LLAMA_VERSION}-bin-win-x64.zip" -o llama-win.zip 2>/dev/null; then
            echo "Downloaded llama.cpp Windows release"
            # Extract only DLL files to the bin directory
            unzip -j llama-win.zip "*.dll" -d build/llama.cpp/bin/ 2>/dev/null || echo "No DLLs found in main archive"
            rm llama-win.zip
          else
            echo "Main Windows release not found, trying alternative download methods..."
          fi
          
          # Try alternative naming patterns for GPU-specific builds
          for gpu_variant in "cuda-cu12.2.0-x64" "hip-rocm-win-x64" "sycl-x64"; do
            filename="llama-${LLAMA_VERSION}-bin-win-${gpu_variant}.zip"
            echo "Trying to download ${filename}..."
            if curl -fsSL "${RELEASE_URL}/${filename}" -o "${gpu_variant}.zip" 2>/dev/null; then
              echo "Downloaded ${filename}"
              unzip -j "${gpu_variant}.zip" "*.dll" -d build/llama.cpp/bin/ 2>/dev/null || echo "No DLLs in ${filename}"
              rm "${gpu_variant}.zip"
            fi
          done
          
          # If no DLLs found, create dummy files to indicate we should build locally
          if [ ! -d "build/llama.cpp/bin" ] || [ -z "$(ls -A build/llama.cpp/bin/ 2>/dev/null)" ]; then
            echo "No backend modules downloaded, will build locally if needed"
            mkdir -p build/llama.cpp/bin
            touch build/llama.cpp/bin/.empty
          else
            echo "Downloaded backend modules:"
            ls -la build/llama.cpp/bin/
          fi

      - name: copy backend modules to dist
        if: false #matrix.name == 'windows-gpu'
        shell: msys2 {0}
        run: |
          mkdir -p dist
          cp build/llama.cpp/bin/*.dll dist/ 2>/dev/null || echo "No backend DLLs found, continuing..."

      - name: windows build llama.cpp
        if: matrix.os == 'windows-latest' && steps.cache-llama.outputs.cache-hit != 'true'
        shell: msys2 {0}
        run: make build/llama.cpp.stamp ${{ matrix.make && matrix.make || ''}}
        env:
          VULKAN_SDK: "C:/msys64/mingw64"

      - name: unix build llama.cpp
        if: matrix.os != 'windows-latest' && steps.cache-llama.outputs.cache-hit != 'true'
        run: make build/llama.cpp.stamp ${{ matrix.make && matrix.make || ''}}

      - name: windows build whisper.cpp 
        if: matrix.os == 'windows-latest' && steps.cache-whisper.outputs.cache-hit != 'true'
        shell: msys2 {0}
        run: make build/whisper.cpp.stamp ${{ matrix.make && matrix.make || ''}}
        env:
          VULKAN_SDK: "C:/msys64/mingw64"

      - name: unix build whisper.cpp
        if: matrix.os != 'windows-latest' && steps.cache-whisper.outputs.cache-hit != 'true'
        run: make build/whisper.cpp.stamp ${{ matrix.make && matrix.make || ''}}

      - name: windows build miniaudio 
        if: matrix.os == 'windows-latest' && steps.cache-miniaudio.outputs.cache-hit != 'true'
        shell: msys2 {0}
        run: make build/miniaudio.stamp ${{ matrix.make && matrix.make || ''}}

      - name: unix build miniaudio
        if: matrix.os != 'windows-latest' && steps.cache-miniaudio.outputs.cache-hit != 'true'
        run: make build/miniaudio.stamp ${{ matrix.make && matrix.make || ''}}

      - name: windows build sqlite-ai
        if: matrix.os == 'windows-latest'
        run: make extension ${{ matrix.make && matrix.make || ''}}
        shell: msys2 {0}
        env:
          VULKAN_SDK: "C:/msys64/mingw64"

      - name: unix build sqlite-ai
        if: matrix.os != 'windows-latest'
        run: make extension ${{ matrix.make && matrix.make || ''}}

      - name: macos install sqlite3 without SQLITE_OMIT_LOAD_EXTENSION
        if: matrix.name == 'macos'
        run: brew link sqlite --force

      - name: android setup test environment
        if: matrix.name == 'android' && matrix.arch != 'arm64-v8a'
        run: |

          echo "::group::enable kvm group perms"
          echo 'KERNEL=="kvm", GROUP="kvm", MODE="0666", OPTIONS+="static_node=kvm"' | sudo tee /etc/udev/rules.d/99-kvm4all.rules
          sudo udevadm control --reload-rules
          sudo udevadm trigger --name-match=kvm
          echo "::endgroup::"

          echo "::group::download and build sqlite3 without SQLITE_OMIT_LOAD_EXTENSION"
          curl -O ${{ matrix.sqlite-amalgamation-zip }}
          unzip sqlite-amalgamation-*.zip
          export ${{ matrix.make }}
          $ANDROID_NDK/toolchains/llvm/prebuilt/linux-x86_64/bin/${{ matrix.arch }}-linux-android26-clang sqlite-amalgamation-*/shell.c sqlite-amalgamation-*/sqlite3.c -o sqlite3 -ldl
          # remove unused folders to save up space
          rm -rf sqlite-amalgamation-*.zip sqlite-amalgamation-*
          echo "::endgroup::"

          echo "::group::prepare the test script"
          make test PLATFORM=$PLATFORM ARCH=$ARCH || echo "It should fail. Running remaining commands in the emulator"
          cat > commands.sh << EOF
            mv -f /data/local/tmp/sqlite3 /system/xbin
            cd /data/local/tmp
            $(make test PLATFORM=$PLATFORM ARCH=$ARCH -n)
          EOF
          # remove big unused folders to avoid emulator errors
          echo "::endgroup::"

      - name: android test sqlite-ai
        if: matrix.name == 'android' && matrix.arch != 'arm64-v8a'
        uses: reactivecircus/android-emulator-runner@v2.34.0
        with:
          api-level: 26
          arch: ${{ matrix.arch }}
          script: |
            adb root
            adb remount
            adb push ${{ github.workspace }}/commands.sh /data/local/tmp/
            adb push ${{ github.workspace }}/sqlite3 /data/local/tmp/
            adb push ${{ github.workspace }}/dist /data/local/tmp/
            adb push ${{ github.workspace }}/Makefile /data/local/tmp/
            adb shell "sh /data/local/tmp/commands.sh"

      - name: windows test sqlite-ai
        if: matrix.os == 'windows-latest'
        run: make test ${{ matrix.make && matrix.make || ''}}
        shell: msys2 {0}
        env:
          VULKAN_SDK: "C:/msys64/mingw64"

      - name: unix test sqlite-ai
        if: matrix.name == 'linux' || matrix.name == 'macos'
        run: make test

      - uses: actions/upload-artifact@v4.6.2
        if: always()
        with:
          name: ai-${{ matrix.name }}${{ matrix.arch && format('-{0}', matrix.arch) || '' }}
          path: dist/ai.*
          if-no-files-found: error

  release:
    runs-on: ubuntu-latest
    name: release
    needs: build
    if: github.ref == 'refs/heads/main'

    steps:

      - uses: actions/checkout@v4.2.2

      - uses: actions/download-artifact@v4.2.1
        with:
          path: artifacts

      - name: release tag version from sqlite-ai.h
        id: tag
        run: |
          VERSION=$(make version)
          if [[ "$VERSION" =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]; then
            LATEST=$(curl -s -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" https://api.github.com/repos/${{ github.repository }}/releases/latest | jq -r '.name')
            if [[ "$VERSION" != "$LATEST" || "$GITHUB_EVENT_NAME" == "workflow_dispatch" ]]; then
              echo "version=$VERSION" >> $GITHUB_OUTPUT
            else
              echo "::warning file=src/sqlite-ai.h::To release a new version, please update the SQLITE_AI_VERSION in src/sqlite-ai.h to be different than the latest $LATEST"
            fi
            exit 0
          fi
          echo "❌ SQLITE_AI_VERSION not found in sqlite-ai.h"
          exit 1
          
      - name: zip artifacts
        run: |
          for folder in "artifacts"/*; do
            if [ -d "$folder" ]; then
              name=$(basename "$folder")
              zip -jq "${name}-${{ steps.tag.outputs.version }}.zip" "$folder"/*
              tar -cJf "${name}-${{ steps.tag.outputs.version }}.tar.xz" -C "$folder" .
              tar -czf "${name}-${{ steps.tag.outputs.version }}.tar.gz" -C "$folder" .
            fi
          done

      - uses: softprops/action-gh-release@v2.2.1
        if: steps.tag.outputs.version != ''
        with:
          generate_release_notes: true
          tag_name: ${{ steps.tag.outputs.version }}
          files: |
            ai-*-${{ steps.tag.outputs.version }}.zip
            ai-*-${{ steps.tag.outputs.version }}.tar.xz
            ai-*-${{ steps.tag.outputs.version }}.tar.gz
          make_latest: true