diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
index 0432ab9..8346bbb 100644
--- a/.github/workflows/pythonpackage.yml
+++ b/.github/workflows/pythonpackage.yml
@@ -38,9 +38,9 @@ jobs:
     - name: Lint with flake8
       run: |
         # stop the build if there are Python syntax errors or undefined names
-        uv run flake8 jiwer --count --select=E9,F63,F7,F82 --show-source --statistics
+        uv run flake8 src/jiwer --count --select=E9,F63,F7,F82 --show-source --statistics
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-        uv run flake8 jiwer --count --exit-zero --max-complexity=10 --max-line-length=88 --statistics
+        uv run flake8 src/jiwer --count --exit-zero --max-complexity=10 --max-line-length=88 --statistics
 
     - name: Check formatting with black
       run: |
diff --git a/docs/cli.md b/docs/cli.md
index ac5d814..a1c712e 100644
--- a/docs/cli.md
+++ b/docs/cli.md
@@ -1,4 +1,3 @@
-
 JiWER provides a simple CLI, which should be available after installation. 
 
 For details, see `jiwer --help`.
@@ -25,5 +24,5 @@ Options:
   --help                 Show this message and exit.
 ```
 
-Note that the CLI does not support a custom pre-processing (as described below). Any pre-processing
+Note that the CLI does not support custom pre-processing. Any pre-processing
 should be done on the text files manually before calling JiWER when using the CLI. 
diff --git a/docs/index.md b/docs/index.md
index f13a628..72e1e93 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -14,13 +14,13 @@ The minimum-edit distance is calculated using [RapidFuzz](https://github.com/max
 
 # Installation
 
-You should be able to install this package using [poetry](https://python-poetry.org/docs/): 
+You should be able to install this package using [uv](https://docs.astral.sh/uv/): 
 
 ```
-$ poetry add jiwer
+$ uv add jiwer
 ```
 
-Or, if you prefer old-fashioned pip and you're using Python >= `3.7`:
+Or, if you prefer old-fashioned pip and you're using Python >= `3.8`:
 
 ```bash
 $ pip install jiwer
diff --git a/pyproject.toml b/pyproject.toml
index 6479d50..efebb7b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "jiwer"
-version = "3.0.5"
+version = "3.1.0"
 description = "Evaluate your speech-to-text system with similarity measures such as word error rate (WER)"
 readme = "README.md"
 authors = [
diff --git a/jiwer/__init__.py b/src/jiwer/__init__.py
similarity index 100%
rename from jiwer/__init__.py
rename to src/jiwer/__init__.py
diff --git a/jiwer/alignment.py b/src/jiwer/alignment.py
similarity index 100%
rename from jiwer/alignment.py
rename to src/jiwer/alignment.py
diff --git a/jiwer/cli.py b/src/jiwer/cli.py
similarity index 100%
rename from jiwer/cli.py
rename to src/jiwer/cli.py
diff --git a/jiwer/measures.py b/src/jiwer/measures.py
similarity index 100%
rename from jiwer/measures.py
rename to src/jiwer/measures.py
diff --git a/jiwer/process.py b/src/jiwer/process.py
similarity index 100%
rename from jiwer/process.py
rename to src/jiwer/process.py
diff --git a/jiwer/py.typed b/src/jiwer/py.typed
similarity index 100%
rename from jiwer/py.typed
rename to src/jiwer/py.typed
diff --git a/jiwer/transformations.py b/src/jiwer/transformations.py
similarity index 100%
rename from jiwer/transformations.py
rename to src/jiwer/transformations.py
diff --git a/jiwer/transforms.py b/src/jiwer/transforms.py
similarity index 100%
rename from jiwer/transforms.py
rename to src/jiwer/transforms.py
diff --git a/uv.lock b/uv.lock
index a18b940..b4995d7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -383,7 +383,7 @@ wheels = [
 
 [[package]]
 name = "jiwer"
-version = "3.0.5"
+version = "3.1.0"
 source = { editable = "." }
 dependencies = [
     { name = "click" },