diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..583cb97
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,132 @@
+name: Build and Release
+
+on:
+  push:
+    branches: [ "main", "master" ]
+    tags: [ "v*" ]
+  pull_request:
+    branches: [ "main", "master" ]
+
+jobs:
+  build-rust:
+    name: Build Rust Library (${{ matrix.os }} - ${{ matrix.arch }})
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: macos-latest
+            arch: universal
+            target_dir: darwin
+          - os: ubuntu-latest
+            arch: x86_64
+            target_dir: linux-amd64
+          - os: ubuntu-24.04-arm
+            arch: aarch64
+            target_dir: linux-arm64
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install Rust
+        uses: dtolnay/rust-toolchain@stable
+        with:
+          targets: ${{ matrix.os == 'macos-latest' && 'aarch64-apple-darwin,x86_64-apple-darwin' || '' }}
+
+      - name: Build Rust (macOS Universal)
+        if: matrix.os == 'macos-latest'
+        run: |
+          cd embed_anything_binding
+          cargo build --release --target aarch64-apple-darwin
+          cargo build --release --target x86_64-apple-darwin
+          mkdir -p ../pkg/embedder/lib/darwin
+          lipo -create \
+            target/aarch64-apple-darwin/release/libembed_anything_binding.a \
+            target/x86_64-apple-darwin/release/libembed_anything_binding.a \
+            -output ../pkg/embedder/lib/darwin/libembed_anything_binding.a
+          # Copy ONNX Runtime shared library (try to find dylibs from both targets)
+          find target -name "libonnxruntime.dylib*" -type f -exec cp {} ../pkg/embedder/lib/darwin/ \;
+
+      - name: Build Rust (Linux)
+        if: matrix.os != 'macos-latest'
+        run: |
+          cd embed_anything_binding
+          cargo build --release
+          mkdir -p ../pkg/embedder/lib/${{ matrix.target_dir }}
+          cp target/release/libembed_anything_binding.a ../pkg/embedder/lib/${{ matrix.target_dir }}/
+          # Copy ONNX Runtime shared library
+          find target -name "libonnxruntime.so*" -type f -exec cp {} ../pkg/embedder/lib/${{ matrix.target_dir }}/ \;
+
+      - name: Upload Artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: lib-${{ matrix.target_dir }}
+          path: pkg/embedder/lib/${{ matrix.target_dir }}/
+
+  test-go:
+    name: Test Go (${{ matrix.os }})
+    needs: build-rust
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: macos-latest
+            target_dir: darwin
+          - os: ubuntu-latest
+            target_dir: linux-amd64
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Go
+        uses: actions/setup-go@v5
+        with:
+          go-version: '1.22'
+
+      - name: Download Rust Artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: lib-${{ matrix.target_dir }}
+          path: pkg/embedder/lib/${{ matrix.target_dir }}
+
+      - name: Run Go Tests
+        env:
+          LD_LIBRARY_PATH: ${{ github.workspace }}/pkg/embedder/lib/${{ matrix.target_dir }}
+          DYLD_LIBRARY_PATH: ${{ github.workspace }}/pkg/embedder/lib/${{ matrix.target_dir }}
+        run: |
+          # Ensure link paths are correct for testing
+          # The CGO flags in the code already point to the correct relative paths
+          go test -v ./pkg/embedder/...
+
+  release:
+    name: Create Release
+    needs: build-rust
+    if: startsWith(github.ref, 'refs/tags/v')
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Download All Artifacts
+        uses: actions/download-artifact@v4
+        with:
+          path: artifacts
+
+      - name: Prepare Release Assets
+        run: |
+          mkdir assets
+          # macOS
+          mv artifacts/lib-darwin/libembed_anything_binding.a assets/libembed_anything_binding-darwin-universal.a
+          # Linux AMD64
+          mv artifacts/lib-linux-amd64/libembed_anything_binding.a assets/libembed_anything_binding-linux-x86_64.a
+          # Linux ARM64
+          mv artifacts/lib-linux-arm64/libembed_anything_binding.a assets/libembed_anything_binding-linux-aarch64.a
+          
+          # Create tarballs for each
+          cd assets
+          for f in *.a; do
+            tar -czvf "${f%.a}.tar.gz" "$f"
+          done
+
+      - name: Release
+        uses: softprops/action-gh-release@v2
+        with:
+          files: assets/*.tar.gz
diff --git a/scripts/compile_rust_linux.sh b/scripts/compile_rust_linux.sh
index 3469f33..4f495fc 100755
--- a/scripts/compile_rust_linux.sh
+++ b/scripts/compile_rust_linux.sh
@@ -40,5 +40,7 @@ cargo build --release
 
 # Copy the static library
 cp target/release/libembed_anything_binding.a "$TARGET_DIR/"
+# Copy ONNX Runtime shared library
+find target -name "libonnxruntime.so*" -type f -exec cp {} "$TARGET_DIR/" \;
 
 echo "✅ Library compiled and copied to $TARGET_DIR"
diff --git a/scripts/compile_rust_mac.sh b/scripts/compile_rust_mac.sh
index 81e4489..def51e3 100755
--- a/scripts/compile_rust_mac.sh
+++ b/scripts/compile_rust_mac.sh
@@ -40,6 +40,9 @@ if command -v lipo >/dev/null 2>&1; then
         target/aarch64-apple-darwin/release/libembed_anything_binding.a \
         target/x86_64-apple-darwin/release/libembed_anything_binding.a \
         -output "$TARGET_DIR/libembed_anything_binding.a"
+    
+    # Copy ONNX Runtime shared library
+    find target -name "libonnxruntime.dylib*" -type f -exec cp {} "$TARGET_DIR/" \;
     echo "✅ Universal library created at $TARGET_DIR/libembed_anything_binding.a"
     lipo -info "$TARGET_DIR/libembed_anything_binding.a"
 else
diff --git a/scripts/download_lib.sh b/scripts/download_lib.sh
index ac49441..f0b6fe3 100755
--- a/scripts/download_lib.sh
+++ b/scripts/download_lib.sh
@@ -21,18 +21,18 @@ case $OS in
     Darwin)
         GOOS="darwin"
         PLATFORM="darwin"
-        ASSET_NAME="libembed_anything_binding-darwin-universal.a" # Example
+        ASSET_NAME="libembed_anything_binding-darwin-universal.tar.gz"
         ;;
     Linux)
         GOOS="linux"
         case $ARCH in
             x86_64)
                 PLATFORM="linux-amd64"
-                ASSET_NAME="libembed_anything_binding-linux-x86_64.a"
+                ASSET_NAME="libembed_anything_binding-linux-x86_64.tar.gz"
                 ;;
             aarch64|arm64)
                 PLATFORM="linux-arm64"
-                ASSET_NAME="libembed_anything_binding-linux-aarch64.a"
+                ASSET_NAME="libembed_anything_binding-linux-aarch64.tar.gz"
                 ;;
             *)
                 echo "Unsupported architecture: $ARCH"
@@ -52,18 +52,29 @@ mkdir -p "$TARGET_DIR"
 echo "🔍 Detected platform: $PLATFORM"
 echo "📦 This would download $ASSET_NAME from $REPO"
 
-# Note: This is a template. The user should update the download logic
-# once they have a release pipeline.
-
-# Example download logic:
-# DOWNLOAD_URL="https://github.com/$REPO/releases/download/$VERSION/$ASSET_NAME"
-# curl -L -o "$TARGET_DIR/libembed_anything_binding.a" "$DOWNLOAD_URL"
-
-# For now, we will just check if the library exists locally, 
-# and if not, suggest running the compile script.
-
+# Check if library exists. If not, try to download or suggest compilation.
 if [ ! -f "$TARGET_DIR/libembed_anything_binding.a" ]; then
     echo "⚠️  Library not found in $TARGET_DIR"
+    
+    # Try to download if version is set (not just template)
+    if [ "$VERSION" != "template" ]; then
+        echo "🌐 Attempting to download pre-compiled binary ($ASSET_NAME)..."
+        DOWNLOAD_URL="https://github.com/$REPO/releases/download/$VERSION/$ASSET_NAME"
+        
+        # Temporary file for the tarball
+        TEMP_TAR=$(mktemp)
+        
+        if command -v curl >/dev/null 2>&1; then
+            if curl -L -f -o "$TEMP_TAR" "$DOWNLOAD_URL"; then
+                tar -xzf "$TEMP_TAR" -C "$TARGET_DIR" --strip-components=0
+                echo "✅ Downloaded and extracted library."
+                rm "$TEMP_TAR"
+                exit 0
+            fi
+        fi
+        rm "$TEMP_TAR"
+    fi
+
     if [ "$OS" = "Darwin" ]; then
         echo "💡 You can compile it locally by running: ./scripts/compile_rust_mac.sh"
     else