diff --git a/.github/dependabot.yaml b/.github/dependabot.yaml
new file mode 100644
index 0000000..8c139c7
--- /dev/null
+++ b/.github/dependabot.yaml
@@ -0,0 +1,6 @@
+version: 2
+updates:
+- package-ecosystem: "github-actions"
+  directory: "/"
+  schedule:
+    interval: "weekly"
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 909c278..e271fb9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -8,15 +8,31 @@ on:
     branches:
       - master
 
+permissions:
+  contents: read
+
 jobs:
   Lint:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions-rs/toolchain@v1
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776
+        with:
+          disable-sudo: true
+          egress-policy: block
+          allowed-endpoints: >
+            github.com:443
+            static.rust-lang.org:443
+
+      - name: Checkout
+        uses: actions/checkout@61b9e3751b92087fd0b06925ba6dd6314e06f089
+
+      - name: Rust toolchain
+        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
         with:
           toolchain: stable
           components: rustfmt
+
       - name: Check Formatting
         run: cargo fmt --check
 
@@ -36,13 +52,30 @@ jobs:
             python-version: 3.7
     runs-on: "${{ matrix.os }}"
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v2
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776
+        with:
+          disable-sudo: true
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+            crates.io:443
+            files.pythonhosted.org:443
+            github.com:443
+            pypi.org:443
+            static.crates.io:443
+            index.crates.io:443
+            static.rust-lang.org:443
+
+      - uses: actions/checkout@61b9e3751b92087fd0b06925ba6dd6314e06f089
+      - uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435  # 4.5.0
         with:
           python-version: ${{ matrix.python-version }}
-      - uses: actions-rs/toolchain@v1
+
+      - uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af
         with:
           toolchain: stable
-      - uses: Swatinem/rust-cache@v1
+
+      - uses: Swatinem/rust-cache@6720f05bc48b77f96918929a9019fb2203ff71f8  # 2.0.0
       - run: python3 -m pip install nox
       - run: nox -s test-${{ matrix.python-version }}
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000..847b9dd
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,78 @@
+name: "CodeQL"
+
+on:
+  push:
+    branches: ["master"]
+  pull_request:
+    # The branches below must be a subset of the branches above
+    branches: ["master"]
+  schedule:
+    - cron: "0 0 * * 1"
+
+permissions:
+  contents: read
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: ["python"]
+        # CodeQL supports [ $supported-codeql-languages ]
+        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776 # v2.2.1
+        with:
+          disable-sudo: true
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+            files.pythonhosted.org:443
+            objects.githubusercontent.com:443
+            github.com:443
+            pypi.org:443
+            uploads.github.com:443
+
+      - name: Checkout repository
+        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
+
+      # Initializes the CodeQL tools for scanning.
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@32dc499307d133bb5085bae78498c0ac2cf762d5 # v2.2.5
+        with:
+          languages: ${{ matrix.language }}
+          # If you wish to specify custom queries, you can do so here or in a config file.
+          # By default, queries listed here will override any specified in a config file.
+          # Prefix the list here with "+" to use these queries and those in the config file.
+
+          # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
+          # queries: security-extended,security-and-quality
+
+      # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
+      # If this step fails, then you should remove it and run the build manually (see below)
+      - name: Autobuild
+        uses: github/codeql-action/autobuild@32dc499307d133bb5085bae78498c0ac2cf762d5 # v2.2.5
+
+      # ℹ️ Command-line programs to run using the OS shell.
+      # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
+
+      #   If the Autobuild fails above, remove it and uncomment the following three lines.
+      #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
+
+      # - run: |
+      #   echo "Run, Build Application using script"
+      #   ./location_of_script_within_repo/buildscript.sh
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@32dc499307d133bb5085bae78498c0ac2cf762d5 # v2.2.5
+        with:
+          category: "/language:${{matrix.language}}"
\ No newline at end of file
diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml
new file mode 100644
index 0000000..b1ea0b3
--- /dev/null
+++ b/.github/workflows/publish.yaml
@@ -0,0 +1,201 @@
+name: Test & Release
+
+on:
+  release:
+    types: [published]
+
+# on:
+#   pull_request:
+#     branches:
+#       - master
+
+jobs:
+  linux:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        platform: [ 'x86_64-unknown-linux-gnu', 'aarch64-unknown-linux-gnu' ]
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776
+        with:
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+            cdn03.quay.io:443
+            crates.io:443
+            github.com:443
+            objects.githubusercontent.com:443
+            quay.io:443
+            sh.rustup.rs:443
+            static.crates.io:443
+            index.crates.io:443
+            static.rust-lang.org:443
+            uploads.github.com:443
+            pypi.org:443
+            files.pythonhosted.org:443
+            ghcr.io:443
+            pkg-containers.githubusercontent.com:443
+
+      - uses: actions/checkout@61b9e3751b92087fd0b06925ba6dd6314e06f089
+      - uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435
+        with:
+          python-version: 3.8
+          architecture: x64
+
+      - uses: messense/maturin-action@49e11751aa9751fc4db9c247b8910702ee225df9
+        with:
+          rust-toolchain: stable
+          manylinux: auto
+          target: ${{ matrix.platform }}
+          command: build
+          args: --release --sdist -o dist -i 3.8 3.9 3.10 3.11
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce  # 3.1.2
+        with:
+          name: wheels
+          path: dist
+
+  windows:
+    runs-on: windows-latest
+    strategy:
+      matrix:
+        target: [x64]
+        python-version: ['3.8', '3.9', '3.10', '3.11']
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776
+        with:
+          egress-policy: audit # TODO: change to 'egress-policy: block' after couple of runs
+
+      - uses: actions/checkout@61b9e3751b92087fd0b06925ba6dd6314e06f089
+      - uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - uses: messense/maturin-action@49e11751aa9751fc4db9c247b8910702ee225df9
+        env:
+          PYO3_PYTHON: python${{ matrix.python-version }}
+        with:
+          command: build
+          args: --release -o dist
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce  # 3.1.2
+        with:
+          name: wheels
+          path: dist
+
+  macos:
+    runs-on: macos-latest
+    strategy:
+      matrix:
+        python-version: ['3.8', '3.9', '3.10', '3.11']
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776
+        with:
+          egress-policy: audit # TODO: change to 'egress-policy: block' after couple of runs
+
+      - uses: actions/checkout@61b9e3751b92087fd0b06925ba6dd6314e06f089
+      - uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Build wheels - x86_64
+        uses: messense/maturin-action@49e11751aa9751fc4db9c247b8910702ee225df9
+        env:
+          PYO3_PYTHON: python${{ matrix.python-version }}
+        with:
+          target: x86_64-apple-darwin
+          command: build
+          args: --release -o dist
+
+      - name: Build wheels - universal2
+        uses: messense/maturin-action@49e11751aa9751fc4db9c247b8910702ee225df9
+        env:
+          PYO3_PYTHON: python${{ matrix.python-version }}
+        with:
+          command: build
+          args: --release -o dist --universal2
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce  # 3.1.2
+        with:
+          name: wheels
+          path: dist
+
+  python-release-github:
+    runs-on: ubuntu-latest
+    needs: [ macos, windows, linux ]
+    permissions:
+      contents: write # To add assets to a release.
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@1f99358870fe1c846a3ccba386cc2b2246836776 # v2.1.0
+        with:
+          disable-sudo: true
+          egress-policy: block
+          allowed-endpoints: >
+            api.github.com:443
+            github.com:443
+            static.rust-lang.org:443
+            uploads.github.com:443
+
+      - uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
+        with:
+          ref: ${{ github.head_ref }}
+
+      - uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af # v1.0.7
+        with:
+          profile: minimal
+          toolchain: stable
+
+      - name: Set up Python 3.8
+        uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
+        with:
+          python-version: 3.8
+
+      - uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a # v3.0.2
+        with:
+          name: wheels
+          path: wheels
+
+      - name: Upload release binaries
+        uses: alexellis/upload-assets@259de5111cb56966d046ced998941e93f91d2c93
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          asset_paths: '["./wheels/tantivy-*"]'
+
+  release-pypy:
+    name: Release
+    runs-on: ubuntu-latest
+    needs: [ macos, windows, linux ]
+    permissions:
+      id-token: write  # IMPORTANT: this permission is mandatory for trusted publishing
+    steps:
+      - name: Harden Runner
+        uses: step-security/harden-runner@74b568e8591fbb3115c70f3436a0c6b0909a8504
+        with:
+          egress-policy: audit # TODO: change to 'egress-policy: block' after couple of runs
+
+      - uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a # v3.0.2
+        with:
+          name: wheels
+          path: wheels
+
+      - name: Publish package distributions to Test PyPI
+        uses: pypa/gh-action-pypi-publish@0bf742be3ebe032c25dd15117957dc15d0cfc38d # v1.8.5
+        with:
+          repository-url: https://test.pypi.org/legacy/
+          packages-dir: wheels/
+          skip-existing: true
+
+      - name: Publish package distributions to PyPI
+        if: always()
+        uses: pypa/gh-action-pypi-publish@0bf742be3ebe032c25dd15117957dc15d0cfc38d # v1.8.5
+        with:
+          packages-dir: wheels/
+          skip-existing: true
diff --git a/.github/workflows/scorecards.yml b/.github/workflows/scorecards.yml
new file mode 100644
index 0000000..ec70f1e
--- /dev/null
+++ b/.github/workflows/scorecards.yml
@@ -0,0 +1,69 @@
+# This workflow uses actions that are not certified by GitHub. They are provided
+# by a third-party and are governed by separate terms of service, privacy
+# policy, and support documentation.
+
+name: Scorecard supply-chain security
+on:
+  # For Branch-Protection check. Only the default branch is supported. See
+  # https://github.com/ossf/scorecard/blob/main/docs/checks.md#branch-protection
+  branch_protection_rule:
+  # To guarantee Maintained check is occasionally updated. See
+  # https://github.com/ossf/scorecard/blob/main/docs/checks.md#maintained
+  schedule:
+    - cron: '35 8 * * 5'
+  push:
+    branches: [ "master" ]
+
+# Declare default permissions as read only.
+permissions: read-all
+
+jobs:
+  analysis:
+    name: Scorecard analysis
+    runs-on: ubuntu-latest
+    permissions:
+      # Needed to upload the results to code-scanning dashboard.
+      security-events: write
+      # Needed to publish results and get a badge (see publish_results below).
+      id-token: write
+
+    steps:
+      - name: "Checkout code"
+        uses: actions/checkout@93ea575cb5d8a053eaa0ac8fa3b40d7e05a33cc8 # v3.1.0
+        with:
+          persist-credentials: false
+
+      - name: "Run analysis"
+        uses: ossf/scorecard-action@e38b1902ae4f44df626f11ba0734b14fb91f8f86 # v2.1.2
+        with:
+          results_file: results.sarif
+          results_format: sarif
+          # (Optional) "write" PAT token. Uncomment the `repo_token` line below if:
+          # - you want to enable the Branch-Protection check on a *public* repository, or
+          # - you are installing Scorecard on a *private* repository
+          # To create the PAT, follow the steps in https://github.com/ossf/scorecard-action#authentication-with-pat.
+          # repo_token: ${{ secrets.SCORECARD_TOKEN }}
+
+          # Public repositories:
+          #   - Publish results to OpenSSF REST API for easy access by consumers
+          #   - Allows the repository to include the Scorecard badge.
+          #   - See https://github.com/ossf/scorecard-action#publishing-results.
+          # For private repositories:
+          #   - `publish_results` will always be set to `false`, regardless
+          #     of the value entered here.
+          publish_results: true
+
+      # Upload the results as artifacts (optional). Commenting out will disable uploads of run results in SARIF
+      # format to the repository Actions tab.
+      - name: "Upload artifact"
+        uses: actions/upload-artifact@3cea5372237819ed00197afe530f5a7ea3e805c8 # v3.1.0
+        with:
+          name: SARIF file
+          path: results.sarif
+          retention-days: 5
+
+      # Upload the results to GitHub's code scanning dashboard.
+      - name: "Upload to code-scanning"
+        uses: github/codeql-action/upload-sarif@17573ee1cc1b9d061760f3a006fc4aac4f944fd5 # v2.2.4
+        with:
+          sarif_file: results.sarif
diff --git a/pyproject.toml b/pyproject.toml
index d61d69f..aebdf75 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,3 +5,6 @@ build-backend = "maturin"
 [project]
 name = "tantivy"
 requires-python = ">=3.7"
+
+[tool.maturin]
+bindings = "pyo3"