diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 0000000..004129e
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,17 @@
+# EditorConfig is awesome: https://EditorConfig.org
+
+# top-most EditorConfig file
+root = true
+
+# Unix-style newlines with a newline ending every file
+[*]
+end_of_line = lf
+insert_final_newline = true
+indent_style = space
+indent_size = 4
+
+[*.{json,yaml,yml}]
+indent_size = 2
+
+[*.nix]
+indent_size = 2
diff --git a/.envrc b/.envrc
new file mode 100644
index 0000000..b4232c4
--- /dev/null
+++ b/.envrc
@@ -0,0 +1 @@
+use flake ./tools/nix#default
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..11eaeb2
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,106 @@
+
+# Attribute file for assigning key=value pairs to paths.
+# Any edit to this file needs to be reviewed by admins.
+# These attributes define among other things
+# which files are transferred into Git LFS when
+# staging/commiting.
+#
+# Please read the docs first: https://git-scm.com/docs/gitattributes
+#
+# Restrictions:
+#  - No backslashes for paths! (also on Windows)
+#  - For spaces in paths use `[[:space:]]`.
+#
+
+# Overall LF lineendings for the
+# following files.
+# ===============================
+* text=auto eol=lf
+
+# Default attribute patterns for common binary files
+# which should be stored in Git LFS.
+# ==================================================
+# Images
+*.[Ii][Cc][Oo] filter=lfs diff=lfs merge=lfs -text
+*.[Jj][Pp][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Jj][Pp][Ee][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Pp][Nn][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Gg][Ii][Ff] filter=lfs diff=lfs merge=lfs -text
+*.[Tt][Ii][Ff] filter=lfs diff=lfs merge=lfs -text
+*.[Tt][Ii][Ff][Ff] filter=lfs diff=lfs merge=lfs -text
+*.[Pp][Ss][Dd] filter=lfs diff=lfs merge=lfs -text
+*.[Aa][Ii] filter=lfs diff=lfs merge=lfs -text
+
+# Media
+*.[Pp][Dd][Ff] filter=lfs diff=lfs merge=lfs -text
+
+# Video/Audio
+*.[Mm][Oo][Vv] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp]4 filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp]2 filter=lfs diff=lfs merge=lfs -text
+*.[Mm]4[Vv] filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Mm][Vv] filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Mm][Vv] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp][Ee] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp][Ee][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Aa][Vv][Ii] filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Ee][Bb][Mm] filter=lfs diff=lfs merge=lfs -text
+*.[Oo][Gg][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp]3 filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Aa][Vv] filter=lfs diff=lfs merge=lfs -text
+
+# MS Office
+*.[Dd][Oo][Cc] filter=lfs diff=lfs merge=lfs -text
+*.[Dd][Oo][Cc][Xx] filter=lfs diff=lfs merge=lfs -text
+*.[Pp][Pp][Tt] filter=lfs diff=lfs merge=lfs -text
+*.[Pp][Pp][Tt][Xx] filter=lfs diff=lfs merge=lfs -text
+*.[Xx][Ll][Ss] filter=lfs diff=lfs merge=lfs -text
+*.[Xx][Ll][Ss][Xx] filter=lfs diff=lfs merge=lfs -text
+*.[Dd][Oo][Tt][Xx] filter=lfs diff=lfs merge=lfs -text
+
+# Fonts
+*.[Tt][Tt][Ff] filter=lfs diff=lfs merge=lfs -text
+*.[Oo][Tt][Ff] filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Oo][Ff][Ff] filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Oo][Ff][Ff]2 filter=lfs diff=lfs merge=lfs -text
+
+# Data Zips
+*.[Zz][Ii][Pp] filter=lfs diff=lfs merge=lfs -text
+*.[Zz] filter=lfs diff=lfs merge=lfs -text
+*.[Gg][Zz] filter=lfs diff=lfs merge=lfs -text
+*.[Tt][Aa][Rr] filter=lfs diff=lfs merge=lfs -text
+*.[Tt][Gg][Zz] filter=lfs diff=lfs merge=lfs -text
+*.[Zz][Ii][Pp] filter=lfs diff=lfs merge=lfs -text
+*.[Bb][Zz]2 filter=lfs diff=lfs merge=lfs -text
+*.[Ll][Zz][Mm][Aa] filter=lfs diff=lfs merge=lfs -text
+*.[Ll][Zz] filter=lfs diff=lfs merge=lfs -text
+*.[Ll][Zz]4 filter=lfs diff=lfs merge=lfs -text
+*.7[Zz] filter=lfs diff=lfs merge=lfs -text
+*.[Ss]7[Zz] filter=lfs diff=lfs merge=lfs -text
+*.[Rr][Aa][Rr] filter=lfs diff=lfs merge=lfs -text
+*.[Bb][Zz][Ii][Pp] filter=lfs diff=lfs merge=lfs -text
+
+# Packages
+*.[Xx][Pp][Ii] filter=lfs diff=lfs merge=lfs -text
+*.[Dd][Mm][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Ii][Mm][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Ii][Ss][Oo] filter=lfs diff=lfs merge=lfs -text
+*.[Ww][Ii][Mm] filter=lfs diff=lfs merge=lfs -text
+*.[Ss][Ww][Mm] filter=lfs diff=lfs merge=lfs -text
+*.[Ee][Ss][Dd] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Ss][Ii] filter=lfs diff=lfs merge=lfs -text
+*.[Pp][Kk][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Mm][Pp][Kk][Gg] filter=lfs diff=lfs merge=lfs -text
+*.[Dd][Ee][Bb] filter=lfs diff=lfs merge=lfs -text
+*.[Rr][Pp][Mm] filter=lfs diff=lfs merge=lfs -text
+*.[Jj][Aa][Rr] filter=lfs diff=lfs merge=lfs -text
+
+# Libraries
+*.[Pp][Dd][Bb] filter=lfs diff=lfs merge=lfs -text
+*.[Dd][Ll][Ll] filter=lfs diff=lfs merge=lfs -text
+*.[Ll][Ii][Bb] filter=lfs diff=lfs merge=lfs -text
+
+# General binary
+*.[Bb][Ii][Nn] filter=lfs diff=lfs merge=lfs -text
+*.[Ee][Xx][Ee] filter=lfs diff=lfs merge=lfs -text
diff --git a/.github/workflows/maturin.yaml b/.github/workflows/maturin.yaml
new file mode 100644
index 0000000..8bf94d0
--- /dev/null
+++ b/.github/workflows/maturin.yaml
@@ -0,0 +1,142 @@
+# This file is autogenerated by maturin v1.7.0
+# To update, run
+#
+#    maturin generate-ci github -m pyfuzon/Cargo.toml
+#
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+      - master
+    tags:
+      - '*'
+  pull_request:
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  linux:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: ubuntu-latest
+            target: x86_64
+          - runner: ubuntu-latest
+            target: x86
+          - runner: ubuntu-latest
+            target: aarch64
+          - runner: ubuntu-latest
+            target: armv7
+          - runner: ubuntu-latest
+            target: s390x
+          - runner: ubuntu-latest
+            target: ppc64le
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.x
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --manifest-path pyfuzon/Cargo.toml
+          sccache: 'true'
+          manylinux: auto
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-linux-${{ matrix.platform.target }}
+          path: dist
+
+  musllinux:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: ubuntu-latest
+            target: x86_64
+          - runner: ubuntu-latest
+            target: x86
+          - runner: ubuntu-latest
+            target: aarch64
+          - runner: ubuntu-latest
+            target: armv7
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.x
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --manifest-path pyfuzon/Cargo.toml
+          sccache: 'true'
+          manylinux: musllinux_1_2
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-musllinux-${{ matrix.platform.target }}
+          path: dist
+
+  macos:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: macos-12
+            target: x86_64
+          - runner: macos-14
+            target: aarch64
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.x
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --manifest-path pyfuzon/Cargo.toml
+          sccache: 'true'
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-macos-${{ matrix.platform.target }}
+          path: dist
+
+  sdist:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Build sdist
+        uses: PyO3/maturin-action@v1
+        with:
+          command: sdist
+          args: --out dist --manifest-path pyfuzon/Cargo.toml
+      - name: Upload sdist
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-sdist
+          path: dist
+
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    if: "startsWith(github.ref, 'refs/tags/')"
+    needs: [linux, musllinux, macos, sdist]
+    steps:
+      - uses: actions/download-artifact@v4
+      - name: Publish to PyPI
+        uses: PyO3/maturin-action@v1
+        env:
+          MATURIN_PYPI_TOKEN: ${{ secrets.PYPI_API_TOKEN }}
+        with:
+          command: upload
+          args: --non-interactive --skip-existing wheels-*/*
diff --git a/.gitignore b/.gitignore
index 70a6345..2faa1fd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,6 @@
+.direnv
+package
+
 # Generated by Cargo
 # will have compiled files and executables
 debug/
@@ -5,23 +8,12 @@ target/
 __pycache__/
 *.so
 
-# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
-# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
-Cargo.lock
-
 # These are backup files generated by rustfmt
 **/*.rs.bk
 
-# MSVC Windows builds of rustc generate these, which store debugging information
-*.pdb
-
 # RustRover
 #  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
 #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
-
-# Added by cargo
-
-/target
diff --git a/.prettierrc b/.prettierrc
new file mode 100644
index 0000000..e480fd5
--- /dev/null
+++ b/.prettierrc
@@ -0,0 +1,9 @@
+{
+  "printWidth": 80,
+  "tabWidth": 2,
+  "semi": false,
+  "singleQuote": false,
+  "overrides": [
+    { "files": "*.md", "options": { "proseWrap": "always", "tabWidth": 2 } }
+  ]
+}
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..199a490
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,37 @@
+# Contributing
+
+**Thank you very much for considering contributing to this project!**
+
+We welcome any form of contribution:
+
+- New Issues (feature requests, bug reports, questions, ideas, ...)
+- Pull Requests (documentation improvements, code improvements, new features,
+  ...)
+
+**Note**: Before you take the time to open a pull request, please open an issue
+first. This will give us the chance to discuss any potential changes first.
+
+## Opening a Pull Request
+
+Pull requests are the best way to propose changes to the codebase. We actively
+welcome your pull requests:
+
+1. Fork the repo and create your branch from `main`.
+2. If you've added code that should be tested, add tests.
+3. If you've changed APIs, update the documentation.
+4. Ensure the test suite passes: the CI will help you.
+5. Create the pull request.
+
+**Note:** Pull-requests can only be merged if the CI passes.
+
+## License
+
+By contributing, you agree that your contributions will be licensed under this
+[license](LICENSE).
+
+## Important Links
+
+- [Open Issues](https://github.com/sdsc-ordes/fuzon/issues)
+- [Open Pull Requests](https://github.com/sdsc-ordes/fuzon/pulls)
+- [Development Section in the README](https://github.com/sdsc-ordes/fuzon#development)
+- [LICENSE](https://github.com/sdsc-ordes/fuzon/blob/main/LICENSE)
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000..ccaa4e1
--- /dev/null
+++ b/Cargo.lock
@@ -0,0 +1,1687 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "addr2line"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5fb1d8e4442bd405fdfd1dacb42792696b0cf9cb15882e5d097b742a676d375"
+dependencies = [
+ "gimli",
+]
+
+[[package]]
+name = "adler2"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
+
+[[package]]
+name = "ahash"
+version = "0.8.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e89da841a80418a9b391ebaea17f5c112ffaaa96f621d2c285b5174da76b9011"
+dependencies = [
+ "cfg-if",
+ "once_cell",
+ "version_check",
+ "zerocopy",
+]
+
+[[package]]
+name = "allocator-api2"
+version = "0.2.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c6cb57a04249c6480766f7f7cef5467412af1490f8d1e243141daddada3264f"
+
+[[package]]
+name = "ansi_term"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d52a9bb7ec0cf484c551830a7ce27bd20d67eac647e1befb56b0be4ee39a55d2"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "anstream"
+version = "0.6.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "64e15c1ab1f89faffbf04a634d5e1962e9074f2741eef6d97f3c4e322426d526"
+dependencies = [
+ "anstyle",
+ "anstyle-parse",
+ "anstyle-query",
+ "anstyle-wincon",
+ "colorchoice",
+ "is_terminal_polyfill",
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle"
+version = "1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bec1de6f59aedf83baf9ff929c98f2ad654b97c9510f4e70cf6f661d49fd5b1"
+
+[[package]]
+name = "anstyle-parse"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eb47de1e80c2b463c735db5b217a0ddc39d612e7ac9e2e96a5aed1f57616c1cb"
+dependencies = [
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle-query"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d36fc52c7f6c869915e99412912f22093507da8d9e942ceaf66fe4b7c14422a"
+dependencies = [
+ "windows-sys",
+]
+
+[[package]]
+name = "anstyle-wincon"
+version = "3.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5bf74e1b6e971609db8ca7a9ce79fd5768ab6ae46441c572e46cf596f59e57f8"
+dependencies = [
+ "anstyle",
+ "windows-sys",
+]
+
+[[package]]
+name = "anyhow"
+version = "1.0.88"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4e1496f8fb1fbf272686b8d37f523dab3e4a7443300055e74cdaa449f3114356"
+
+[[package]]
+name = "atty"
+version = "0.2.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d9b39be18770d11421cdb1b9947a45dd3f37e93092cbf377614828a319d5fee8"
+dependencies = [
+ "hermit-abi 0.1.19",
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "autocfg"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c4b4d0bd25bd0b74681c0ad21497610ce1b7c91b1022cd21c80c6fbdd9476b0"
+
+[[package]]
+name = "backtrace"
+version = "0.3.74"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d82cb332cdfaed17ae235a638438ac4d4839913cc2af585c3c6746e8f8bee1a"
+dependencies = [
+ "addr2line",
+ "cfg-if",
+ "libc",
+ "miniz_oxide",
+ "object",
+ "rustc-demangle",
+ "windows-targets",
+]
+
+[[package]]
+name = "base64"
+version = "0.22.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
+[[package]]
+name = "bitflags"
+version = "2.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b048fb63fd8b5923fc5aa7b340d8e156aec7ec02f0c78fa8a6ddc2613f6f71de"
+
+[[package]]
+name = "bumpalo"
+version = "3.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "79296716171880943b8470b5f8d03aa55eb2e645a4874bdbb28adb49162e012c"
+
+[[package]]
+name = "byteorder"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
+
+[[package]]
+name = "bytes"
+version = "1.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8318a53db07bb3f8dca91a600466bdb3f2eaadeedfdbcf02e1accbad9271ba50"
+
+[[package]]
+name = "cassowary"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df8670b8c7b9dae1793364eafadf7239c40d669904660c5960d74cfd80b46a53"
+
+[[package]]
+name = "castaway"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0abae9be0aaf9ea96a3b1b8b1b55c602ca751eba1b1500220cea4ecbafe7c0d5"
+dependencies = [
+ "rustversion",
+]
+
+[[package]]
+name = "cfg-if"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+
+[[package]]
+name = "clap"
+version = "2.34.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a0610544180c38b88101fecf2dd634b174a62eef6946f84dfc6a7127512b381c"
+dependencies = [
+ "ansi_term",
+ "atty",
+ "bitflags 1.3.2",
+ "strsim 0.8.0",
+ "textwrap",
+ "unicode-width",
+ "vec_map",
+]
+
+[[package]]
+name = "clap"
+version = "4.5.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3e5a21b8495e732f1b3c364c9949b201ca7bae518c502c80256c96ad79eaf6ac"
+dependencies = [
+ "clap_builder",
+ "clap_derive",
+]
+
+[[package]]
+name = "clap_builder"
+version = "4.5.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "f1bddf1187be692e79c5ffeab891132dfb0f236ed36a43c7ed39f1165ee20191"
+
+[[package]]
+name = "version_check"
+version = "0.9.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
+
+[[package]]
+name = "want"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
+dependencies = [
+ "try-lock",
+]
+
+[[package]]
+name = "wasi"
+version = "0.11.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+
+[[package]]
+name = "wasm-bindgen"
+version = "0.2.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a82edfc16a6c469f5f44dc7b571814045d60404b55a0ee849f9bcfa2e63dd9b5"
+dependencies = [
+ "cfg-if",
+ "once_cell",
+ "wasm-bindgen-macro",
+]
+
+[[package]]
+name = "wasm-bindgen-backend"
+version = "0.2.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9de396da306523044d3302746f1208fa71d7532227f15e347e2d93e4145dd77b"
+dependencies = [
+ "bumpalo",
+ "log",
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-futures"
+version = "0.4.43"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61e9300f63a621e96ed275155c108eb6f843b6a26d053f122ab69724559dc8ed"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "wasm-bindgen-macro"
+version = "0.2.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "585c4c91a46b072c92e908d99cb1dcdf95c5218eeb6f3bf1efa991ee7a68cccf"
+dependencies = [
+ "quote",
+ "wasm-bindgen-macro-support",
+]
+
+[[package]]
+name = "wasm-bindgen-macro-support"
+version = "0.2.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "afc340c74d9005395cf9dd098506f7f44e38f2b4a21c6aaacf9a105ea5e1e836"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wasm-bindgen-backend",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-shared"
+version = "0.2.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c62a0a307cb4a311d3a07867860911ca130c3494e8c2719593806c08bc5d0484"
+
+[[package]]
+name = "web-sys"
+version = "0.3.70"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26fdeaafd9bd129f65e7c031593c24d62186301e0c72c8978fa1678be7d532c0"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "winapi"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+dependencies = [
+ "winapi-i686-pc-windows-gnu",
+ "winapi-x86_64-pc-windows-gnu",
+]
+
+[[package]]
+name = "winapi-i686-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
+
+[[package]]
+name = "winapi-x86_64-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+
+[[package]]
+name = "windows-registry"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e400001bb720a623c1c69032f8e3e4cf09984deec740f007dd2b03ec864804b0"
+dependencies = [
+ "windows-result",
+ "windows-strings",
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-result"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d1043d8214f791817bab27572aaa8af63732e11bf84aa21a45a78d6c317ae0e"
+dependencies = [
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-strings"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cd9b125c486025df0eabcb585e62173c6c9eddcec5d117d3b6e8c30e2ee4d10"
+dependencies = [
+ "windows-result",
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
+dependencies = [
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
+dependencies = [
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
+]
+
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
+
+[[package]]
+name = "windows_i686_gnullvm"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
+
+[[package]]
+name = "zerocopy"
+version = "0.7.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0"
+dependencies = [
+ "byteorder",
+ "zerocopy-derive",
+]
+
+[[package]]
+name = "zerocopy-derive"
+version = "0.7.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
diff --git a/README.md b/README.md
index 8616b31..73a13a8 100644
--- a/README.md
+++ b/README.md
@@ -18,9 +18,7 @@ cargo build --release
 
 ## usage
 
-### Command line interface
-
-
+### command line interface
 
 To filter the top 3 matches in a file non-interactively:
 
@@ -28,10 +26,9 @@ To filter the top 3 matches in a file non-interactively:
 $ fuzon -q 'aspirin' --top 3 -s onto1.ttl -s onto2.ttl
 ```
 
+Running fuzon without a query will start an interactive prompt to browse the input ontologies.
 
-Not implemented yet: ~~Running fuzon with a set of RDF ontologies / terminologies will start an interactive prompt using [fzf](https://github.com/junegunn/fzf) to browse the input ontologies.~~
-
-### rust crate
+### rust library
 ```rust
 use fuzon;
 let r1 = BufReader::new(File::open("onto1.ttl")) 
@@ -41,6 +38,44 @@ let matcher = TermMatcher::from_readers(vec![r1, r2])
 matcher.rank_terms("some query")
 ```
 
-
 ### python package
 
+```python
+from pyfuzon.matcher import TermMatcher
+
+matcher = TermMatcher.from_files("https://example.org/onto1.ttl", "/data/onto2.ttl")
+matcher.terms #accesses the list of terms loaded from input files
+matcher.score("query") # returns the match score of each term for the input query.
+matcher.rank("query") # returns the list of terms sorted by similarity with the query.
+matcher.top("query", 5) # shows top 5 most similar results (sorted).
+```
+
+## development
+
+A nix dev shell with all build dependencies is provided.
+Assuming just and nix are installed on the machine, you can enter the shell with:
+
+```shell
+just develop-nix
+```
+
+Alternatively, docker can be used as a development shell:
+
+```shell
+just develop-docker
+```
+
+Once inside a development shell, the python+rust packages can be built with:
+
+```shell
+just build
+```
+
+Or the python bindings can be installed in editable mode using:
+
+```shell
+just maturin-dev
+# pyfuzon now available in python shells
+```
+
+
diff --git a/justfile b/justfile
index 606e23e..d317502 100644
--- a/justfile
+++ b/justfile
@@ -1,9 +1,11 @@
 set positional-arguments
 set shell := ["bash", "-cue"]
+image := "ghcr.io/sdsc-ordes/fuzon"
 root := justfile_directory()
 
+## Build
 
-# build all packages
+# Build all packages.
 build *args:
   cargo build \
     --manifest-path fuzon/Cargo.toml \
@@ -13,9 +15,45 @@ build *args:
     --release \
     {{args}}
 
-# development environment
-py-develop *args:
+# Install editable python package.
+maturin-dev *args:
   maturin develop \
   --manifest-path pyfuzon/Cargo.toml \
   --uv \
   {{args}}
+
+package-nix *args:
+    cd {{root}} && \
+    nix build "./tools/nix#fuzon" -o "package/fuzon" {{args}}
+
+## Development
+
+# Enter nix devshell.
+develop-nix *args:
+  cd {{root}} \
+    && cmd=("$@") \
+    && { [ -n "${cmd:-}" ] || cmd=("zsh"); } \
+    && nix develop ./tools/nix#default --command "${cmd[@]}"
+
+# Enter development container
+develop-docker:
+  docker run \
+    --user 1000:1000 \
+    -it \
+    -w "/build/workspace" \
+    --mount type=bind,source="$(pwd)",target=/build/workspace \
+    {{image}}:dev
+
+## Maintenance
+
+# Build images.
+docker-build:
+  nix build -L "./tools/nix#images.dev" --out-link "target/image.dev" \
+    && docker load < "target/image.dev"
+  nix build -L "./tools/nix#images.fuzon" --out-link "target/image.fuzon" \
+    && docker load < "target/image.fuzon"
+
+# Push images.
+docker-push: docker-build
+  docker push {{image}}:dev
+  docker push {{image}}:fuzon
diff --git a/rust-toolchain.toml b/rust-toolchain.toml
new file mode 100644
index 0000000..782c141
--- /dev/null
+++ b/rust-toolchain.toml
@@ -0,0 +1,4 @@
+[toolchain]
+channel = "nightly-2024-06-17"
+components = [ "rustfmt", "rust-analyzer", "miri", "rust-docs", "clippy", "rust-src"]
+profile = "default"
diff --git a/rustfmt.toml b/rustfmt.toml
new file mode 100644
index 0000000..9aeb106
--- /dev/null
+++ b/rustfmt.toml
@@ -0,0 +1,3 @@
+edition = "2021"
+reorder_imports = true
+imports_granularity = "Crate"
diff --git a/tools/bench/benchmark.sh b/tools/bench/benchmark.sh
new file mode 100644
index 0000000..d98eb59
--- /dev/null
+++ b/tools/bench/benchmark.sh
@@ -0,0 +1,122 @@
+#!/usr/bin/env bash
+
+# Benchmark runtime and memory usage of fuzon
+# Compares the working directory version against a baseline branch (main by default)
+
+set -euo pipefail
+
+### Final output path
+OUTPUT="profiling.md"
+PROFILE='release'
+BUILD_ARGS=( )
+[[ "${PROFILE}" == 'release' ]] && BUILD_ARGS+=( '--release' )
+### setup binaries
+
+# baseline binary
+BASE_BRANCH='main'
+
+BASE_DIR=$(mktemp -d)
+BASE_URL="$(git config --get remote.origin.url)"
+(
+    GIT_CLONE_PROTECTION_ACTIVE=false \
+    git clone \
+        --branch "${BASE_BRANCH}" \
+        "${BASE_URL}" \
+        "${BASE_DIR}" \
+    && cd "${BASE_DIR}" \
+    && just build "${BUILD_ARGS[@]}"
+)
+BASE_BIN="${BASE_DIR}/target/${PROFILE}/fuzon"
+
+# current binary
+COMP_BRANCH="$(git rev-parse --abbrev-ref HEAD)"
+just build "${BUILD_ARGS[@]}"
+COMP_BIN="./target/${PROFILE}/fuzon"
+
+# setup data
+DATA_URL="https://ftp.uniprot.org/pub/databases/uniprot/current_release/rdf/proteomes.rdf.xz"
+INPUT="/tmp/proteomes.ttl"
+
+# Download data if needed
+if [ ! -f ${INPUT} ]; then
+    curl "${DATA_URL}" \
+    | xz -dc -  \
+    | rdfpipe-rs -i rdf-xml -o ttl - \
+    > "${INPUT}" || rm "${INPUT}"
+fi
+
+### Commands to benchmark
+QUERY="tein"
+BASE_CMD="${BASE_BIN} index -t100 -q ${QUERY} -s ${INPUT}"
+COMP_CMD="${COMP_BIN} index -t100 -q ${QUERY} -s ${INPUT}"
+
+### functions for profiling
+
+cpu_prof() {
+    local branch1=$1
+    local cmd1=$2
+    local branch2=$3
+    local cmd2=$4
+    local out=$5
+    hyperfine --export-markdown "${out}" -r 5 \
+        -n "${branch1}" "${cmd1}" \
+        -n "${branch2}" "${cmd2}"
+}
+
+mem_prof() {
+    local name=$1
+    local cmd=$2
+    local heap_out
+    heap_out=$(mktemp)
+    echo -n "$name: "
+    # shellcheck disable=SC2086
+    heaptrack -o "${heap_out}" ${cmd} >/dev/null
+    heaptrack_print "${heap_out}.zst" \
+    | grep '^peak heap memory'
+}
+
+make_report() {
+    local cpu=$1
+    local mem=$2
+    local base_branch=$3
+
+    cat <<-MD
+	# fuzon profiling
+
+	> date: $(date -u +%Y-%m-%d)
+
+    Comparing $(git branch --show-current) against $base_branch.
+	
+	## Timings
+	
+	Run time compared using hyperfine
+	
+	$(cat "${cpu}")
+	
+	## Memory
+	
+	Heap memory usage compared using heaptrack
+	
+	$(cat "${mem}")
+	
+	MD
+}
+
+
+###  Run profiling
+
+## Profile cpu time
+HYPF_OUT=$(mktemp)
+
+cpu_prof "${BASE_BRANCH}" "${BASE_CMD}" \
+         "${COMP_BRANCH}" "${COMP_CMD}" "${HYPF_OUT}"
+
+## Profile memory
+HEAP_OUT=$(mktemp)
+
+mem_prof "${BASE_BRANCH}" "${BASE_CMD}" >  "${HEAP_OUT}"
+mem_prof "${COMP_BRANCH}" "${COMP_CMD}" >> "${HEAP_OUT}"
+
+
+### Reporting
+make_report "${HYPF_OUT}" "${HEAP_OUT}" "${BASE_BRANCH}" > "${OUTPUT}"
diff --git a/tools/ci/assert-tag.sh b/tools/ci/assert-tag.sh
new file mode 100755
index 0000000..16c8872
--- /dev/null
+++ b/tools/ci/assert-tag.sh
@@ -0,0 +1,67 @@
+#!/usr/bin/env bash
+# shellcheck disable=SC1090,SC1091
+#
+# Assert that the release tag exists
+# and check that its on main.
+# On `--push` do push the tag.
+
+set -euo pipefail
+
+ROOT_DIR=$(git rev-parse --show-toplevel)
+. "$ROOT_DIR/tools/general.sh"
+
+cd "$ROOT_DIR"
+
+RELEASE_BRANCH="main"
+
+function main() {
+    local type="$1"
+    local prepare_tag="$2"
+
+    local release_tag=${prepare_tag##*prepare-}
+
+    if [ "$type" = "push" ]; then
+        print_info "Pushing tag '$release_tag'."
+
+        git push origin "$release_tag" ||
+            die "Could not push tag."
+
+    elif [ "$type" = "create-and-check" ]; then
+
+        print_info "Create tag '$release_tag' and check."
+
+        # Gets the message on the annotated commit:
+        deref() {
+            git for-each-ref "refs/tags/$release_tag" --format="%($1)"
+        }
+
+        deref contents
+
+        # Creates a new tag with the same message,
+        # including trailing headers.
+        git tag -a -m "$(deref contents)" "$release_tag" ||
+            die "Could not create tag."
+
+        # Fetch the branch.
+        git fetch --depth 50 origin "$RELEASE_BRANCH"
+
+        # Check if its reachable.
+        if [ -z "$(git rev-list --first-parent \
+            --ancestry-path \
+            "$release_tag^..origin/$RELEASE_BRANCH")" ]; then
+            git log --oneline --graph "$RELEASE_BRANCH" "$release_tag" || true
+            die "Tag is not reachable from '$RELEASE_BRANCH' (--first-parent) !"
+        fi
+
+    elif [ "$type" = "cleanup" ]; then
+
+        print_info "Cleanup the prepare tag."
+        git tag -d "$prepare_tag" || true
+        git push origin :"$prepare_tag" || true
+
+    else
+        die "Type '$type' is not known."
+    fi
+}
+
+main "$@"
diff --git a/tools/ci/create-github-release.sh b/tools/ci/create-github-release.sh
new file mode 100755
index 0000000..f6b9b77
--- /dev/null
+++ b/tools/ci/create-github-release.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+# shellcheck disable=SC1090,SC1091
+# This script is sourced in each step.
+set -u
+set -e
+
+ROOT_DIR=$(git rev-parse --show-toplevel)
+. "$ROOT_DIR/tools/general.sh"
+
+function main() {
+    local prepare_tag="$1"
+    local repo="$2"
+
+    local tag=${prepare_tag#prepare-}
+    local version=${tag#v}
+
+    print_info "Creating Github release ... "
+
+    gh release create "$tag" \
+        --repo="$repo" \
+        --title="fuzon: $version" \
+        --generate-notes
+
+    print_info "Successfully created release. All done."
+}
+
+main "$@"
diff --git a/tools/ci/images/Containerfile b/tools/ci/images/Containerfile
new file mode 100644
index 0000000..2b1f2eb
--- /dev/null
+++ b/tools/ci/images/Containerfile
@@ -0,0 +1,43 @@
+# This is a docker image containing docker and a Nix store.
+# This enables to either run Docker images inside this one,
+# or use `nix develop` to start a sandboxed environment to
+# do other non-docker related stuff.
+
+FROM alpine:latest as base-podman
+LABEL org.opencontainers.image.source https://github.com/sdsc-ordes/fuzon
+LABEL org.opencontainers.image.description "CI container image for fuzon"
+LABEL org.opencontainers.image.license "Apache"
+
+RUN apk add findutils coreutils git jq curl bash just parallel podman
+
+# Nix Image
+# ===============================================
+FROM base-podman as ci-nix
+ARG USER_NAME=ci
+ARG USER_UID=1000
+ARG USER_GID=1000
+ARG CACHE_TOOLCHAIN=false
+ARG USER_HOME="/github/home"
+
+RUN [ "TARGETPLATFORM" = "linux/amd64" ] || echo "Platform not yet supported."
+COPY ./tools /container-setup/tools
+
+# Install Nix and pre-cache the env.
+RUN bash -c ". /container-setup/tools/general.sh && ci_setup_nix"
+
+# Create user (does not work because action/checkout uses `root` in its own container ... 💩)
+# Leave this code here for a reference:
+# RUN mkdir -p "$USER_HOME" && \
+#     adduser "$USER_NAME" -s /bin/zsh -D -u "$USER_UID" -g "$USER_GID" -h "$USER_HOME/$USER_NAME" && \
+#     mkdir -p /etc/sudoers.d && \
+#     echo "$USER_NAME ALL=(root) NOPASSWD:ALL" > "/etc/sudoers.d/$USER_NAME" && \
+#     chmod 0440 "/etc/sudoers.d/$USER_NAME" && \
+#     chown -R "$USER_NAME:$USER_NAME" /home /container-setup
+# USER "$USER_NAME"
+
+COPY rust-toolchain.toml /container-setup/
+RUN [ "${CACHE_TOOLCHAIN}" = "false" ] || { cd /container-setup && \
+    git init && git add . && \
+    nix --accept-flake-config \
+    build --no-link "./tools/nix#devShells.x86_64-linux.ci" && \
+    nix store optimise; }
diff --git a/tools/ci/setup-git.sh b/tools/ci/setup-git.sh
new file mode 100755
index 0000000..2b325c2
--- /dev/null
+++ b/tools/ci/setup-git.sh
@@ -0,0 +1,15 @@
+#!/usr/bin/env bash
+# shellcheck disable=SC1090,SC1091
+# This script is sourced in each step.
+set -u
+set -e
+
+git config --global safe.directory "*" || {
+    echo "Could not overwrite safe.directory in Git config." >&2
+    exit 1
+}
+
+ROOT_DIR=$(git rev-parse --show-toplevel)
+. "$ROOT_DIR/tools/general.sh"
+
+ci_setup_git
diff --git a/tools/ci/upload-ci-images.sh b/tools/ci/upload-ci-images.sh
new file mode 100755
index 0000000..3afcf72
--- /dev/null
+++ b/tools/ci/upload-ci-images.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+# shellcheck disable=SC1090,SC1091
+set -e
+set -u
+
+DIR=$(cd -- "$(dirname -- "$0")" &>/dev/null && pwd)
+ROOT_DIR=$(git rev-parse --show-toplevel)
+. "$ROOT_DIR/tools/general.sh"
+
+cd "$ROOT_DIR"
+
+function build_ci_image() {
+    local image_type="$1"
+    local repository="$2"
+    local version="$3"
+    local tag="$image_type-$version"
+
+    local image_name="$repository:$tag"
+
+    print_info "Building image '$image_name'."
+
+    ci_container_mgr build -f "$container_file" \
+        --target "$image_type" \
+        -t "$image_name" \
+        . || die "Could not build image."
+
+    ci_container_mgr push "$image_name" || die "Could not upload image."
+}
+
+tag="${1:-1.0.0}"
+repository="${2:-ghcr.io/sdsc-ordes/fuzon}"
+container_file="$DIR/images/Containerfile"
+
+if [ "${CI:-}" = "true" ]; then
+    ci_container_mgr_login "$DOCKER_REPOSITORY_READ_USERNAME" "$DOCKER_REPOSITORY_READ_TOKEN"
+fi
+
+readarray -t images < <(grep -E "as ci-.*" "$container_file" | sed -E 's@.*as (ci-.*)$@\1@g')
+for image in "${images[@]}"; do
+    build_ci_image "$image" "$repository" "$tag"
+done
diff --git a/tools/ci/upload-image.sh b/tools/ci/upload-image.sh
new file mode 100755
index 0000000..1be4d40
--- /dev/null
+++ b/tools/ci/upload-image.sh
@@ -0,0 +1,52 @@
+#!/usr/bin/env bash
+# shellcheck disable=SC1090,SC1091
+#
+# Push image to the registry.
+
+set -euo pipefail
+
+ROOT_DIR=$(git rev-parse --show-toplevel)
+. "$ROOT_DIR/tools/general.sh"
+
+cd "$ROOT_DIR"
+
+function main() {
+
+    local username=${REGISTRY_USERNAME:-$USERNAME}
+    local password=${REGISTRY_PASSWORD:-$PASSWORD}
+
+    if [ -z "$username" ] || [ -z "$password" ]; then
+        die "'USERNAME' or 'PASSWORD' env. variables not set."
+    fi
+
+    if ! ci_is_running; then
+        die "This script should only be executed in CI"
+    fi
+
+    local image_names=()
+    readarray -t image_names < <(cd build/image && find ./ -name "*.tar.gz")
+
+    for image_name in "${image_names[@]}"; do
+
+        image_path="$ROOT_DIR/build/image/$image_name"
+        image_name=${image_name%.tar.gz} # Split `.tar.gz` from end.
+        image_name=${image_name#./}      # Split `./` from front.
+        image_name=${image_name/|/:}     # Replace `|` with `:`.
+
+        print_info "Uploading image: '$image_name' in '$image_path'."
+
+        print_info "Read the image from file '$image_path' and " \
+            "directly push to registry '$image_name'."
+
+        skopeo \
+            --insecure-policy \
+            copy \
+            --dest-username "$(cat <(echo "$username"))" \
+            --dest-password "$(cat <(echo "$password"))" \
+            "docker-archive://$image_path" \
+            "docker://$image_name"
+
+    done
+}
+
+main "$@"
diff --git a/tools/nix/flake.lock b/tools/nix/flake.lock
new file mode 100644
index 0000000..51cc2df
--- /dev/null
+++ b/tools/nix/flake.lock
@@ -0,0 +1,99 @@
+{
+  "nodes": {
+    "flake-utils": {
+      "inputs": {
+        "systems": "systems"
+      },
+      "locked": {
+        "lastModified": 1710146030,
+        "narHash": "sha256-SZ5L6eA7HJ/nmkzGG7/ISclqe6oZdOZTNoesiInkXPQ=",
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "rev": "b1d9ab70662946ef0850d488da1c9019f3a9752a",
+        "type": "github"
+      },
+      "original": {
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "type": "github"
+      }
+    },
+    "nixpkgs": {
+      "locked": {
+        "lastModified": 1725432240,
+        "narHash": "sha256-+yj+xgsfZaErbfYM3T+QvEE2hU7UuE+Jf0fJCJ8uPS0=",
+        "owner": "nixos",
+        "repo": "nixpkgs",
+        "rev": "ad416d066ca1222956472ab7d0555a6946746a80",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nixos",
+        "ref": "nixos-unstable",
+        "repo": "nixpkgs",
+        "type": "github"
+      }
+    },
+    "nixpkgsStable": {
+      "locked": {
+        "lastModified": 1720535198,
+        "narHash": "sha256-zwVvxrdIzralnSbcpghA92tWu2DV2lwv89xZc8MTrbg=",
+        "owner": "nixos",
+        "repo": "nixpkgs",
+        "rev": "205fd4226592cc83fd4c0885a3e4c9c400efabb5",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nixos",
+        "ref": "nixos-23.11",
+        "repo": "nixpkgs",
+        "type": "github"
+      }
+    },
+    "root": {
+      "inputs": {
+        "flake-utils": "flake-utils",
+        "nixpkgs": "nixpkgs",
+        "nixpkgsStable": "nixpkgsStable",
+        "rust-overlay": "rust-overlay"
+      }
+    },
+    "rust-overlay": {
+      "inputs": {
+        "nixpkgs": [
+          "nixpkgs"
+        ]
+      },
+      "locked": {
+        "lastModified": 1725589472,
+        "narHash": "sha256-+OB00N6Yql/ZRQQkQ0PNnxfW2tH89DHnv29hBS7tXMM=",
+        "owner": "oxalica",
+        "repo": "rust-overlay",
+        "rev": "2b00881d2ff72174cffdc007238cb6bedd6e1d8e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "oxalica",
+        "repo": "rust-overlay",
+        "type": "github"
+      }
+    },
+    "systems": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
+    }
+  },
+  "root": "root",
+  "version": 7
+}
diff --git a/tools/nix/flake.nix b/tools/nix/flake.nix
new file mode 100644
index 0000000..a3f5eb6
--- /dev/null
+++ b/tools/nix/flake.nix
@@ -0,0 +1,127 @@
+{
+  description = "fuzon";
+
+  nixConfig = {
+    substituters = [
+      # Add here some other mirror if needed.
+      "https://cache.nixos.org/"
+    ];
+    extra-substituters = [
+      # Nix community's cache server
+      "https://nix-community.cachix.org"
+    ];
+    extra-trusted-public-keys = [
+      "nix-community.cachix.org-1:mB9FSh9qf2dCimDSUo8Zy7bkq5CX+/rkCWyvRCYg3Fs="
+    ];
+  };
+
+  inputs = {
+    # Nixpkgs
+    nixpkgs.url = "github:nixos/nixpkgs/nixos-unstable";
+
+    # You can access packages and modules from different nixpkgs revs
+    # at the same time. Here's an working example:
+    nixpkgsStable.url = "github:nixos/nixpkgs/nixos-23.11";
+    # Also see the 'stable-packages' overlay at 'overlays/default.nix'.
+
+    flake-utils.url = "github:numtide/flake-utils";
+
+    # The Rust overlay to include the latest toolchain.
+    rust-overlay = {
+      url = "github:oxalica/rust-overlay";
+      inputs = {
+        nixpkgs.follows = "nixpkgs";
+      };
+    };
+  };
+
+  outputs = {
+    self,
+    nixpkgs,
+    flake-utils,
+    rust-overlay,
+    ...
+  }:
+    flake-utils.lib.eachDefaultSystem
+    # Creates an attribute map `{ devShells.<system>.default = ...}`
+    # by calling this function:
+    (
+      system: let
+        rootSrc = ./../..;
+
+        overlays = [(import rust-overlay)];
+
+        # Import nixpkgs and load it into pkgs.
+        # Overlay the rust toolchain
+        pkgs = import nixpkgs {
+          inherit system overlays;
+        };
+
+        # Set the rust toolchain from the `rust-toolchain.toml`.
+        rustToolchain = pkgs.pkgsBuildHost.rust-bin.fromRustupToolchainFile ../../rust-toolchain.toml;
+
+        # Things needed only at compile-time.
+        basic-deps = with pkgs; [
+          maturin
+          findutils
+          coreutils
+          bash
+          zsh
+          curl
+          git
+          jq
+        ];
+
+        # Things needed only at compile-time.
+        general-deps = [
+          rustToolchain
+          pkgs.cargo-watch
+          pkgs.just
+
+          pkgs.skopeo
+          pkgs.dasel
+          pkgs.python313
+        ];
+
+        benchmark-deps = with pkgs; [
+          hyperfine
+          heaptrack
+        ];
+
+        # The package of this CLI tool.
+        # The global version for fuzon.
+        # This is gonna get tooled later.
+        fuzon = pkgs.callPackage ./pkgs/fuzon {
+          inherit rootSrc;
+          inherit rustToolchain;
+        };
+      in rec {
+        devShells = {
+          default = pkgs.mkShell {
+            packages = basic-deps ++ general-deps;
+          };
+          bench = pkgs.mkShell {
+            packages =
+              basic-deps
+              ++ general-deps
+              ++ benchmark-deps;
+          };
+        };
+
+        packages = {
+          fuzon = fuzon;
+
+          images = {
+            dev = (import ./images/dev.nix) {
+              inherit pkgs;
+              devShellDrv = devShells.default;
+            };
+
+            fuzon = (import ./images/fuzon.nix) {
+              inherit pkgs fuzon;
+            };
+          };
+        };
+      }
+    );
+}
diff --git a/tools/nix/images/dev.nix b/tools/nix/images/dev.nix
new file mode 100644
index 0000000..5734d92
--- /dev/null
+++ b/tools/nix/images/dev.nix
@@ -0,0 +1,10 @@
+{ pkgs, devShellDrv, ... }:
+
+let
+  image_name = "ghcr.io/sdsc-ordes/fuzon";
+
+in pkgs.dockerTools.buildNixShellImage {
+      name = image_name;
+      tag = "dev";
+      drv = devShellDrv;
+}
diff --git a/tools/nix/images/fuzon.nix b/tools/nix/images/fuzon.nix
new file mode 100644
index 0000000..32ba15e
--- /dev/null
+++ b/tools/nix/images/fuzon.nix
@@ -0,0 +1,30 @@
+{
+  pkgs,
+  fuzon,
+}:
+pkgs.dockerTools.buildLayeredImage {
+  name = "ghcr.io/sdsc-ordes/fuzon";
+  tag = fuzon.version;
+
+  contents = [fuzon];
+
+  fakeRootCommands = ''
+    ${pkgs.dockerTools.shadowSetup}
+    groupadd -r non-root
+    useradd -r -g non-root non-root
+    mkdir -p /workspace
+    chown non-root:non-root /workspace
+  '';
+  enableFakechroot = true;
+
+  config = {
+    Entrypoint = ["fuzon"];
+    WorkingDir = "/workspace";
+    Labels = {
+      "org.opencontainers.image.source" = "https://github.com/sdsc-ordes/fuzon";
+      "org.opencontainers.image.description" = fuzon.meta.description;
+      "org.opencontainers.image.license" = "Apache-2.0";
+    };
+    User = "non-root";
+  };
+}
diff --git a/tools/nix/pkgs/fuzon/default.nix b/tools/nix/pkgs/fuzon/default.nix
new file mode 100644
index 0000000..23fd07b
--- /dev/null
+++ b/tools/nix/pkgs/fuzon/default.nix
@@ -0,0 +1,41 @@
+{
+  rootSrc,
+  lib,
+  makeRustPlatform,
+  rustToolchain,
+  python313,
+}: let
+  rustPlatform = makeRustPlatform {
+    cargo = rustToolchain;
+    rustc = rustToolchain;
+  };
+
+  fs = lib.fileset;
+  cargoFile = "${rootSrc}/fuzon/Cargo.toml";
+  lockFile = "${rootSrc}/Cargo.lock";
+in
+  (rustPlatform.buildRustPackage
+    {
+      name = "fuzon";
+
+      src = fs.toSource {
+        root = rootSrc;
+        fileset = fs.gitTracked rootSrc;
+      };
+
+      version = (lib.importTOML cargoFile).package.version;
+
+      cargoLock = {
+        inherit lockFile;
+      };
+
+      meta = {
+        description = "A CLI tool to fuzzy search ontology terms by their labels.";
+        homepage = "https://github.com/sdsc-ordes/fuzon";
+        license = lib.licenses.asl20;
+        maintainers = ["gabyx" "cmdoret"];
+      };
+    })
+  .overrideAttrs (finalAttrs: prevAttrs: {
+    nativeBuildInputs = prevAttrs.nativeBuildInputs ++ [python313];
+  })