diff --git a/.github/workflows/conventional_commits.yml b/.github/workflows/conventional_commits.yml
new file mode 100644
index 0000000000000000000000000000000000000000..9778b0186ada4e84e76d39f6d83eb9f4af822e9b
--- /dev/null
+++ b/.github/workflows/conventional_commits.yml
@@ -0,0 +1,13 @@
+name: Conventional Commits
+
+on:
+  pull_request:
+    branches: [main]
+
+jobs:
+  build:
+    name: Conventional Commits
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: webiny/action-conventional-commits@v1.1.0
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index b7c6e679c2f89003a14023fbd12afc30f8b7c5db..dcd301e5d631cab642bd45c813ddc8d86e86f7a4 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -37,4 +37,4 @@ jobs:
           poetry install
       - name: Analyzing the code with our lint
         run: |
-          make lint
\ No newline at end of file
+          make lint
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 43af57e5ed2e38785c50adbd36cbf70afd300b36..530abf4e8f6dfa6d0d8b84e29033848f5b6def88 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,11 @@
 default_language_version:
   python: python3.11.3
 repos:
+  - repo: meta
+    hooks:
+      - id: check-hooks-apply
+      - id: check-useless-excludes
+
   - repo: https://github.com/psf/black
     rev: 23.9.1
     hooks:
@@ -21,10 +26,38 @@ repos:
       - id: ruff-format
         types_or: [ python, pyi, jupyter ]
 
+  - repo: https://github.com/codespell-project/codespell
+    rev: v2.2.4
+    hooks:
+      - id: codespell
+        name: Run codespell to check for common misspellings in files
+        language: python
+        types: [ text ]
+        args: [ "--write-changes", "--ignore-words-list", "asend" ]
+        exclude: "poetry.lock"
+
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.4.0
     hooks:
-      - id: trailing-whitespace
+      - id: check-vcs-permalinks
       - id: end-of-file-fixer
+        # exclude: "tests/((commands|data)/|test_).+"
+      - id: trailing-whitespace
+        args: [ --markdown-linebreak-ext=md ]
+      - id: debug-statements
+      - id: no-commit-to-branch
+      - id: check-merge-conflict
+      - id: check-toml
       - id: check-yaml
+        args: [ '--unsafe' ] # for mkdocs.yml
+      - id: detect-private-key
+
+  - repo: https://github.com/commitizen-tools/commitizen
+    rev: v3.13.0
+    hooks:
+      - id: commitizen
+      - id: commitizen-branch
+        stages:
+          - post-commit
+          - push
diff --git a/coverage.xml b/coverage.xml
index 27e175c33ef0897bd44b76a15c97bbb33f9afecc..f4b8af22c04a918a523a8dc7cacbf5edefab3d47 100644
--- a/coverage.xml
+++ b/coverage.xml
@@ -1,12 +1,12 @@
 <?xml version="1.0" ?>
-<coverage version="7.3.3" timestamp="1703085147401" lines-valid="544" lines-covered="470" line-rate="0.864" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
+<coverage version="7.3.3" timestamp="1704188881490" lines-valid="608" lines-covered="411" line-rate="0.676" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
 	<!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.3.3 -->
 	<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
 	<sources>
 		<source>/Users/jakit/customers/aurelio/semantic-router/semantic_router</source>
 	</sources>
 	<packages>
-		<package name="." line-rate="0.9527" branch-rate="0" complexity="0">
+		<package name="." line-rate="0.7045" branch-rate="0" complexity="0">
 			<classes>
 				<class name="__init__.py" filename="__init__.py" complexity="0" line-rate="1" branch-rate="0">
 					<methods/>
@@ -17,7 +17,7 @@
 						<line number="5" hits="1"/>
 					</lines>
 				</class>
-				<class name="hybrid_layer.py" filename="hybrid_layer.py" complexity="0" line-rate="1" branch-rate="0">
+				<class name="hybrid_layer.py" filename="hybrid_layer.py" complexity="0" line-rate="0.2143" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -25,185 +25,289 @@
 						<line number="4" hits="1"/>
 						<line number="10" hits="1"/>
 						<line number="11" hits="1"/>
-						<line number="13" hits="1"/>
+						<line number="14" hits="1"/>
+						<line number="15" hits="1"/>
 						<line number="16" hits="1"/>
 						<line number="17" hits="1"/>
 						<line number="18" hits="1"/>
-						<line number="19" hits="1"/>
 						<line number="20" hits="1"/>
-						<line number="22" hits="1"/>
-						<line number="25" hits="1"/>
-						<line number="26" hits="1"/>
-						<line number="27" hits="1"/>
-						<line number="29" hits="1"/>
-						<line number="30" hits="1"/>
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-						<line number="32" hits="1"/>
-						<line number="34" hits="1"/>
-						<line number="36" hits="1"/>
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-						<line number="41" hits="1"/>
-						<line number="42" hits="1"/>
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-						<line number="61" hits="1"/>
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-						<line number="63" hits="1"/>
-						<line number="65" hits="1"/>
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-						<line number="96" hits="1"/>
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 						<line number="112" hits="1"/>
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-						<line number="144" hits="1"/>
+						<line number="117" hits="0"/>
+						<line number="118" hits="0"/>
+						<line number="120" hits="0"/>
+						<line number="121" hits="0"/>
+						<line number="123" hits="0"/>
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+						<line number="143" hits="0"/>
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 						<line number="146" hits="1"/>
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+						<line number="150" hits="0"/>
+						<line number="152" hits="1"/>
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+						<line number="154" hits="0"/>
+						<line number="155" hits="0"/>
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+						<line number="157" hits="0"/>
+						<line number="158" hits="0"/>
+						<line number="160" hits="0"/>
+						<line number="163" hits="0"/>
+						<line number="164" hits="0"/>
+						<line number="167" hits="0"/>
+						<line number="168" hits="0"/>
+						<line number="170" hits="0"/>
+						<line number="171" hits="0"/>
+						<line number="173" hits="1"/>
+						<line number="174" hits="0"/>
+						<line number="175" hits="0"/>
+						<line number="177" hits="0"/>
 					</lines>
 				</class>
-				<class name="layer.py" filename="layer.py" complexity="0" line-rate="0.8791" branch-rate="0">
+				<class name="layer.py" filename="layer.py" complexity="0" line-rate="0.8541" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
-						<line number="3" hits="1"/>
+						<line number="2" hits="1"/>
 						<line number="4" hits="1"/>
-						<line number="6" hits="1"/>
-						<line number="11" hits="1"/>
+						<line number="5" hits="1"/>
+						<line number="7" hits="1"/>
 						<line number="12" hits="1"/>
+						<line number="13" hits="1"/>
 						<line number="14" hits="1"/>
-						<line number="17" hits="1"/>
+						<line number="15" hits="1"/>
 						<line number="18" hits="1"/>
 						<line number="19" hits="1"/>
 						<line number="20" hits="1"/>
-						<line number="22" hits="1"/>
+						<line number="21" hits="1"/>
 						<line number="23" hits="1"/>
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 						<line number="34" hits="1"/>
-						<line number="36" hits="1"/>
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+						<line number="46" hits="1"/>
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 						<line number="67" hits="1"/>
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-						<line number="87" hits="1"/>
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 						<line number="88" hits="1"/>
-						<line number="95" hits="1"/>
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 						<line number="110" hits="1"/>
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 						<line number="112" hits="1"/>
 						<line number="113" hits="1"/>
-						<line number="115" hits="1"/>
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 						<line number="116" hits="1"/>
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 						<line number="124" hits="1"/>
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-						<line number="132" hits="1"/>
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-						<line number="136" hits="1"/>
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+						<line number="129" hits="0"/>
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+						<line number="133" hits="0"/>
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 						<line number="139" hits="1"/>
 						<line number="140" hits="1"/>
+						<line number="141" hits="1"/>
 						<line number="142" hits="1"/>
-						<line number="143" hits="1"/>
 						<line number="144" hits="1"/>
-						<line number="146" hits="1"/>
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 						<line number="148" hits="1"/>
-						<line number="149" hits="0"/>
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-						<line number="151" hits="0"/>
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+						<line number="150" hits="1"/>
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+						<line number="154" hits="1"/>
+						<line number="155" hits="1"/>
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+						<line number="158" hits="1"/>
+						<line number="160" hits="1"/>
+						<line number="162" hits="1"/>
+						<line number="164" hits="1"/>
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+						<line number="166" hits="1"/>
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+						<line number="210" hits="1"/>
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+						<line number="215" hits="1"/>
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+						<line number="220" hits="1"/>
+						<line number="222" hits="1"/>
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+						<line number="226" hits="1"/>
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+						<line number="234" hits="1"/>
+						<line number="241" hits="1"/>
+						<line number="242" hits="1"/>
+						<line number="248" hits="1"/>
+						<line number="253" hits="1"/>
+						<line number="254" hits="1"/>
+						<line number="256" hits="1"/>
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+						<line number="290" hits="1"/>
+						<line number="292" hits="1"/>
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+						<line number="305" hits="1"/>
+						<line number="306" hits="1"/>
+						<line number="307" hits="1"/>
 					</lines>
 				</class>
 				<class name="linear.py" filename="linear.py" complexity="0" line-rate="1" branch-rate="0">
@@ -224,123 +328,85 @@
 						<line number="30" hits="1"/>
 					</lines>
 				</class>
-				<class name="route.py" filename="route.py" complexity="0" line-rate="0.9528" branch-rate="0">
+				<class name="route.py" filename="route.py" complexity="0" line-rate="0.8529" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
 						<line number="2" hits="1"/>
 						<line number="3" hits="1"/>
-						<line number="4" hits="1"/>
-						<line number="6" hits="1"/>
+						<line number="5" hits="1"/>
 						<line number="7" hits="1"/>
+						<line number="8" hits="1"/>
 						<line number="9" hits="1"/>
 						<line number="10" hits="1"/>
-						<line number="11" hits="1"/>
+						<line number="13" hits="1"/>
 						<line number="14" hits="1"/>
 						<line number="15" hits="1"/>
 						<line number="16" hits="1"/>
-						<line number="17" hits="1"/>
+						<line number="18" hits="1"/>
 						<line number="19" hits="1"/>
 						<line number="20" hits="1"/>
 						<line number="21" hits="1"/>
-						<line number="22" hits="1"/>
-						<line number="23" hits="1"/>
+						<line number="22" hits="0"/>
+						<line number="25" hits="0"/>
 						<line number="26" hits="1"/>
-						<line number="27" hits="1"/>
+						<line number="28" hits="1"/>
 						<line number="29" hits="1"/>
 						<line number="30" hits="1"/>
-						<line number="31" hits="1"/>
-						<line number="34" hits="1"/>
-						<line number="36" hits="1"/>
-						<line number="37" hits="1"/>
-						<line number="38" hits="1"/>
-						<line number="39" hits="1"/>
+						<line number="33" hits="1"/>
+						<line number="35" hits="1"/>
+						<line number="36" hits="0"/>
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+						<line number="38" hits="0"/>
+						<line number="41" hits="1"/>
 						<line number="42" hits="1"/>
 						<line number="43" hits="1"/>
 						<line number="44" hits="1"/>
 						<line number="45" hits="1"/>
 						<line number="47" hits="1"/>
 						<line number="48" hits="1"/>
-						<line number="50" hits="1"/>
-						<line number="51" hits="1"/>
-						<line number="52" hits="1"/>
-						<line number="54" hits="1"/>
-						<line number="55" hits="1"/>
+						<line number="50" hits="0"/>
+						<line number="53" hits="0"/>
+						<line number="56" hits="1"/>
+						<line number="57" hits="1"/>
 						<line number="59" hits="1"/>
 						<line number="60" hits="1"/>
-						<line number="61" hits="1"/>
+						<line number="62" hits="1"/>
 						<line number="63" hits="1"/>
 						<line number="64" hits="1"/>
 						<line number="66" hits="1"/>
 						<line number="67" hits="1"/>
-						<line number="69" hits="1"/>
-						<line number="70" hits="1"/>
 						<line number="71" hits="1"/>
-						<line number="73" hits="0"/>
+						<line number="72" hits="1"/>
+						<line number="73" hits="1"/>
 						<line number="75" hits="1"/>
 						<line number="76" hits="1"/>
-						<line number="77" hits="1"/>
+						<line number="78" hits="1"/>
 						<line number="79" hits="1"/>
-						<line number="104" hits="1"/>
-						<line number="105" hits="1"/>
-						<line number="106" hits="0"/>
-						<line number="108" hits="1"/>
-						<line number="110" hits="1"/>
-						<line number="112" hits="1"/>
-						<line number="113" hits="1"/>
-						<line number="114" hits="0"/>
+						<line number="81" hits="1"/>
+						<line number="82" hits="1"/>
+						<line number="83" hits="1"/>
+						<line number="85" hits="0"/>
+						<line number="87" hits="1"/>
+						<line number="88" hits="1"/>
+						<line number="89" hits="1"/>
+						<line number="91" hits="1"/>
+						<line number="116" hits="1"/>
 						<line number="117" hits="1"/>
+						<line number="118" hits="0"/>
+						<line number="120" hits="1"/>
 						<line number="122" hits="1"/>
 						<line number="124" hits="1"/>
 						<line number="125" hits="1"/>
-						<line number="127" hits="1"/>
-						<line number="128" hits="1"/>
-						<line number="130" hits="1"/>
-						<line number="131" hits="1"/>
-						<line number="132" hits="1"/>
-						<line number="133" hits="1"/>
-						<line number="134" hits="1"/>
-						<line number="135" hits="1"/>
-						<line number="136" hits="1"/>
-						<line number="138" hits="1"/>
-						<line number="142" hits="1"/>
-						<line number="143" hits="1"/>
-						<line number="144" hits="1"/>
-						<line number="145" hits="1"/>
-						<line number="147" hits="0"/>
-						<line number="149" hits="1"/>
-						<line number="150" hits="1"/>
-						<line number="152" hits="1"/>
-						<line number="154" hits="1"/>
-						<line number="155" hits="1"/>
-						<line number="156" hits="1"/>
-						<line number="157" hits="1"/>
-						<line number="158" hits="1"/>
-						<line number="159" hits="1"/>
-						<line number="160" hits="1"/>
-						<line number="162" hits="1"/>
-						<line number="166" hits="1"/>
-						<line number="167" hits="1"/>
-						<line number="168" hits="1"/>
-						<line number="170" hits="1"/>
-						<line number="171" hits="1"/>
-						<line number="172" hits="1"/>
-						<line number="173" hits="1"/>
-						<line number="174" hits="1"/>
-						<line number="175" hits="1"/>
-						<line number="177" hits="1"/>
-						<line number="178" hits="1"/>
-						<line number="179" hits="0"/>
-						<line number="181" hits="1"/>
-						<line number="182" hits="1"/>
+						<line number="126" hits="0"/>
 					</lines>
 				</class>
-				<class name="schema.py" filename="schema.py" complexity="0" line-rate="1" branch-rate="0">
+				<class name="schema.py" filename="schema.py" complexity="0" line-rate="0.8929" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
 						<line number="3" hits="1"/>
-						<line number="5" hits="1"/>
+						<line number="4" hits="1"/>
 						<line number="6" hits="1"/>
 						<line number="13" hits="1"/>
 						<line number="14" hits="1"/>
@@ -349,34 +415,28 @@
 						<line number="19" hits="1"/>
 						<line number="20" hits="1"/>
 						<line number="21" hits="1"/>
-						<line number="22" hits="1"/>
-						<line number="23" hits="1"/>
+						<line number="24" hits="1"/>
 						<line number="25" hits="1"/>
 						<line number="26" hits="1"/>
 						<line number="27" hits="1"/>
 						<line number="28" hits="1"/>
-						<line number="29" hits="1"/>
 						<line number="30" hits="1"/>
 						<line number="31" hits="1"/>
 						<line number="32" hits="1"/>
 						<line number="33" hits="1"/>
+						<line number="34" hits="1"/>
 						<line number="35" hits="1"/>
 						<line number="36" hits="1"/>
-						<line number="39" hits="1"/>
-						<line number="40" hits="1"/>
-						<line number="41" hits="1"/>
+						<line number="37" hits="0"/>
+						<line number="38" hits="0"/>
+						<line number="40" hits="0"/>
 						<line number="42" hits="1"/>
 						<line number="43" hits="1"/>
-						<line number="45" hits="1"/>
-						<line number="46" hits="1"/>
-						<line number="47" hits="1"/>
-						<line number="49" hits="1"/>
-						<line number="50" hits="1"/>
 					</lines>
 				</class>
 			</classes>
 		</package>
-		<package name="encoders" line-rate="1" branch-rate="0" complexity="0">
+		<package name="encoders" line-rate="0.812" branch-rate="0" complexity="0">
 			<classes>
 				<class name="__init__.py" filename="encoders/__init__.py" complexity="0" line-rate="1" branch-rate="0">
 					<methods/>
@@ -394,13 +454,14 @@
 						<line number="1" hits="1"/>
 						<line number="4" hits="1"/>
 						<line number="5" hits="1"/>
-						<line number="7" hits="1"/>
+						<line number="6" hits="1"/>
 						<line number="8" hits="1"/>
-						<line number="10" hits="1"/>
+						<line number="9" hits="1"/>
 						<line number="11" hits="1"/>
+						<line number="12" hits="1"/>
 					</lines>
 				</class>
-				<class name="bm25.py" filename="encoders/bm25.py" complexity="0" line-rate="1" branch-rate="0">
+				<class name="bm25.py" filename="encoders/bm25.py" complexity="0" line-rate="0.4865" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -409,39 +470,40 @@
 						<line number="8" hits="1"/>
 						<line number="9" hits="1"/>
 						<line number="10" hits="1"/>
-						<line number="12" hits="1"/>
+						<line number="11" hits="1"/>
 						<line number="13" hits="1"/>
 						<line number="14" hits="1"/>
-						<line number="16" hits="1"/>
+						<line number="15" hits="1"/>
 						<line number="17" hits="1"/>
 						<line number="18" hits="1"/>
 						<line number="19" hits="1"/>
 						<line number="20" hits="1"/>
-						<line number="22" hits="1"/>
-						<line number="24" hits="1"/>
+						<line number="21" hits="1"/>
+						<line number="23" hits="1"/>
 						<line number="25" hits="1"/>
-						<line number="26" hits="1"/>
-						<line number="27" hits="1"/>
-						<line number="28" hits="1"/>
-						<line number="29" hits="1"/>
-						<line number="30" hits="1"/>
-						<line number="32" hits="1"/>
-						<line number="34" hits="1"/>
-						<line number="35" hits="1"/>
-						<line number="36" hits="1"/>
-						<line number="37" hits="1"/>
-						<line number="38" hits="1"/>
-						<line number="39" hits="1"/>
-						<line number="40" hits="1"/>
-						<line number="41" hits="1"/>
-						<line number="42" hits="1"/>
-						<line number="44" hits="1"/>
+						<line number="26" hits="0"/>
+						<line number="27" hits="0"/>
+						<line number="28" hits="0"/>
+						<line number="29" hits="0"/>
+						<line number="30" hits="0"/>
+						<line number="31" hits="0"/>
+						<line number="33" hits="0"/>
+						<line number="35" hits="0"/>
+						<line number="36" hits="0"/>
+						<line number="37" hits="0"/>
+						<line number="38" hits="0"/>
+						<line number="39" hits="0"/>
+						<line number="40" hits="0"/>
+						<line number="41" hits="0"/>
+						<line number="42" hits="0"/>
+						<line number="43" hits="0"/>
 						<line number="45" hits="1"/>
-						<line number="46" hits="1"/>
-						<line number="47" hits="1"/>
+						<line number="46" hits="0"/>
+						<line number="47" hits="0"/>
+						<line number="48" hits="0"/>
 					</lines>
 				</class>
-				<class name="cohere.py" filename="encoders/cohere.py" complexity="0" line-rate="1" branch-rate="0">
+				<class name="cohere.py" filename="encoders/cohere.py" complexity="0" line-rate="0.92" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -449,8 +511,8 @@
 						<line number="5" hits="1"/>
 						<line number="8" hits="1"/>
 						<line number="9" hits="1"/>
-						<line number="11" hits="1"/>
-						<line number="16" hits="1"/>
+						<line number="10" hits="1"/>
+						<line number="12" hits="1"/>
 						<line number="17" hits="1"/>
 						<line number="18" hits="1"/>
 						<line number="19" hits="1"/>
@@ -458,17 +520,20 @@
 						<line number="21" hits="1"/>
 						<line number="22" hits="1"/>
 						<line number="23" hits="1"/>
-						<line number="25" hits="1"/>
-						<line number="26" hits="1"/>
-						<line number="27" hits="1"/>
+						<line number="24" hits="1"/>
+						<line number="25" hits="0"/>
+						<line number="26" hits="0"/>
 						<line number="28" hits="1"/>
 						<line number="29" hits="1"/>
 						<line number="30" hits="1"/>
 						<line number="31" hits="1"/>
 						<line number="32" hits="1"/>
+						<line number="33" hits="1"/>
+						<line number="34" hits="1"/>
+						<line number="35" hits="1"/>
 					</lines>
 				</class>
-				<class name="openai.py" filename="encoders/openai.py" complexity="0" line-rate="1" branch-rate="0">
+				<class name="openai.py" filename="encoders/openai.py" complexity="0" line-rate="0.9762" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -480,23 +545,23 @@
 						<line number="9" hits="1"/>
 						<line number="12" hits="1"/>
 						<line number="13" hits="1"/>
-						<line number="15" hits="1"/>
-						<line number="20" hits="1"/>
+						<line number="14" hits="1"/>
+						<line number="16" hits="1"/>
 						<line number="21" hits="1"/>
 						<line number="22" hits="1"/>
 						<line number="23" hits="1"/>
 						<line number="24" hits="1"/>
 						<line number="25" hits="1"/>
-						<line number="26" hits="1"/>
+						<line number="26" hits="0"/>
 						<line number="27" hits="1"/>
+						<line number="28" hits="1"/>
 						<line number="29" hits="1"/>
 						<line number="30" hits="1"/>
-						<line number="31" hits="1"/>
 						<line number="32" hits="1"/>
 						<line number="33" hits="1"/>
+						<line number="34" hits="1"/>
+						<line number="35" hits="1"/>
 						<line number="36" hits="1"/>
-						<line number="37" hits="1"/>
-						<line number="38" hits="1"/>
 						<line number="39" hits="1"/>
 						<line number="40" hits="1"/>
 						<line number="41" hits="1"/>
@@ -507,15 +572,17 @@
 						<line number="46" hits="1"/>
 						<line number="47" hits="1"/>
 						<line number="48" hits="1"/>
+						<line number="49" hits="1"/>
 						<line number="50" hits="1"/>
-						<line number="55" hits="1"/>
+						<line number="52" hits="1"/>
 						<line number="57" hits="1"/>
-						<line number="58" hits="1"/>
+						<line number="59" hits="1"/>
+						<line number="60" hits="1"/>
 					</lines>
 				</class>
 			</classes>
 		</package>
-		<package name="utils" line-rate="0.3958" branch-rate="0" complexity="0">
+		<package name="utils" line-rate="0.3895" branch-rate="0" complexity="0">
 			<classes>
 				<class name="__init__.py" filename="utils/__init__.py" complexity="0" line-rate="1" branch-rate="0">
 					<methods/>
diff --git a/scripts/run_tests.sh b/scripts/run_tests.sh
new file mode 100755
index 0000000000000000000000000000000000000000..c8609f29a267e83cc0c42df3a9c424d5186de7b0
--- /dev/null
+++ b/scripts/run_tests.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+poetry install
+make test
diff --git a/semantic_router/__init__.py b/semantic_router/__init__.py
index 07735312c6cd8a682726373dcf20fa000a020c13..1c604af8065f9b2e1519e6f92daf7af2739d584b 100644
--- a/semantic_router/__init__.py
+++ b/semantic_router/__init__.py
@@ -1,5 +1,5 @@
 from semantic_router.hybrid_layer import HybridRouteLayer
-from semantic_router.layer import RouteLayer, LayerConfig
+from semantic_router.layer import LayerConfig, RouteLayer
 from semantic_router.route import Route
 
 __all__ = ["RouteLayer", "HybridRouteLayer", "Route", "LayerConfig"]
diff --git a/semantic_router/hybrid_layer.py b/semantic_router/hybrid_layer.py
index 22f6573c8d5d88b1ac083628075a9fed3ec28037..fc63cfa6ec2dc618849ffb54c0a49b88288470dd 100644
--- a/semantic_router/hybrid_layer.py
+++ b/semantic_router/hybrid_layer.py
@@ -7,9 +7,8 @@ from semantic_router.encoders import (
     CohereEncoder,
     OpenAIEncoder,
 )
-from semantic_router.utils.logger import logger
-
 from semantic_router.route import Route
+from semantic_router.utils.logger import logger
 
 
 class HybridRouteLayer:
diff --git a/semantic_router/layer.py b/semantic_router/layer.py
index dae040a5d7537f0f22f0c7edeeb035f58e7eb0fb..5b2aad846ad8531fbeb02504f42e1688b22ceebc 100644
--- a/semantic_router/layer.py
+++ b/semantic_router/layer.py
@@ -10,10 +10,9 @@ from semantic_router.encoders import (
     OpenAIEncoder,
 )
 from semantic_router.linear import similarity_matrix, top_scores
-from semantic_router.utils.logger import logger
-
 from semantic_router.route import Route
 from semantic_router.schema import Encoder, EncoderType, RouteChoice
+from semantic_router.utils.logger import logger
 
 
 def is_valid(layer_config: str) -> bool:
diff --git a/semantic_router/route.py b/semantic_router/route.py
index 30c20887ebcd7073fe2a32630d0d566ada3c945c..12afa7fe0a6824882a6a9da4d2d3845f6b68a62c 100644
--- a/semantic_router/route.py
+++ b/semantic_router/route.py
@@ -4,10 +4,10 @@ from typing import Any, Callable, Union
 
 from pydantic import BaseModel
 
+from semantic_router.schema import RouteChoice
 from semantic_router.utils import function_call
 from semantic_router.utils.llm import llm
 from semantic_router.utils.logger import logger
-from semantic_router.schema import RouteChoice
 
 
 def is_valid(route_config: str) -> bool:
diff --git a/semantic_router/schema.py b/semantic_router/schema.py
index be486888a70f9a0b27d705636038931206e3f1cc..b7a3c9faf7817e48215bcebdab8f3e7140aae970 100644
--- a/semantic_router/schema.py
+++ b/semantic_router/schema.py
@@ -1,7 +1,7 @@
 from enum import Enum
 
-from pydantic.dataclasses import dataclass
 from pydantic import BaseModel
+from pydantic.dataclasses import dataclass
 
 from semantic_router.encoders import (
     BaseEncoder,
diff --git a/test_output.txt b/test_output.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/tests/unit/test_layer.py b/tests/unit/test_layer.py
index b8f317935e656c705b3f1d64a47d02e7a53d8ac7..45b57472f0fabfb7b7694e2ee9072540cee0bd23 100644
--- a/tests/unit/test_layer.py
+++ b/tests/unit/test_layer.py
@@ -1,7 +1,8 @@
 import os
-import pytest
 from unittest.mock import mock_open, patch
 
+import pytest
+
 from semantic_router.encoders import BaseEncoder, CohereEncoder, OpenAIEncoder
 from semantic_router.layer import LayerConfig, RouteLayer
 from semantic_router.route import Route
diff --git a/tests/unit/test_route.py b/tests/unit/test_route.py
index 44cf2276b937e6e36faf01a496106b297c15b29d..09a5d235f0183ebd70c1fa1bbdbe7fd842ee6d09 100644
--- a/tests/unit/test_route.py
+++ b/tests/unit/test_route.py
@@ -1,7 +1,6 @@
 from unittest.mock import Mock, patch  # , AsyncMock
 
 # import pytest
-
 from semantic_router.route import Route, is_valid