diff --git a/coverage.xml b/coverage.xml
index 5088c54e5a3540a52642431cd0533ed6aae47578..a192f38c9f4f3289c70da398eccad5bc853ae433 100644
--- a/coverage.xml
+++ b/coverage.xml
@@ -1,12 +1,12 @@
<?xml version="1.0" ?>
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- <!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.4.1 -->
+<coverage version="7.4.3" timestamp="1709057158290" lines-valid="1992" lines-covered="1309" line-rate="0.6571" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
+ <!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.4.3 -->
<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
<sources>
- <source>/home/dustinmorris/semantic-router/semantic_router</source>
+ <source>/Users/jakit/customers/aurelio/semantic-router/semantic_router</source>
</sources>
<packages>
- <package name="." line-rate="0.9" branch-rate="0" complexity="0">
+ <package name="." line-rate="0.7556" branch-rate="0" complexity="0">
<classes>
<class name="__init__.py" filename="__init__.py" complexity="0" line-rate="1" branch-rate="0">
<methods/>
@@ -18,7 +18,7 @@
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</lines>
</class>
- <class name="hybrid_layer.py" filename="hybrid_layer.py" complexity="0" line-rate="0.9808" branch-rate="0">
+ <class name="hybrid_layer.py" filename="hybrid_layer.py" complexity="0" line-rate="0.2115" branch-rate="0">
<methods/>
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+ <line number="514" hits="1"/>
+ <line number="518" hits="1"/>
</lines>
</class>
<class name="linear.py" filename="linear.py" complexity="0" line-rate="1" branch-rate="0">
@@ -426,96 +438,99 @@
<line number="30" hits="1"/>
</lines>
</class>
- <class name="route.py" filename="route.py" complexity="0" line-rate="0.9048" branch-rate="0">
+ <class name="route.py" filename="route.py" complexity="0" line-rate="0.908" branch-rate="0">
<methods/>
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<line number="1" hits="1"/>
<line number="2" hits="1"/>
<line number="3" hits="1"/>
<line number="5" hits="1"/>
- <line number="6" hits="1"/>
+ <line number="7" hits="1"/>
<line number="8" hits="1"/>
<line number="9" hits="1"/>
<line number="10" hits="1"/>
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+ <line number="12" hits="1"/>
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<line number="14" hits="1"/>
<line number="15" hits="1"/>
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+ <line number="18" hits="1"/>
<line number="19" hits="1"/>
<line number="20" hits="1"/>
<line number="21" hits="1"/>
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<line number="23" hits="1"/>
+ <line number="24" hits="1"/>
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<line number="26" hits="1"/>
<line number="27" hits="1"/>
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<line number="30" hits="1"/>
<line number="31" hits="1"/>
+ <line number="33" hits="1"/>
<line number="34" hits="1"/>
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<line number="47" hits="1"/>
<line number="48" hits="1"/>
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<line number="92" hits="1"/>
<line number="93" hits="1"/>
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<line number="102" hits="1"/>
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<line number="148" hits="1"/>
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<line number="152" hits="1"/>
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<line number="154" hits="1"/>
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+ <line number="158" hits="1"/>
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+ <line number="160" hits="0"/>
</lines>
</class>
- <class name="schema.py" filename="schema.py" complexity="0" line-rate="0.8929" branch-rate="0">
+ <class name="schema.py" filename="schema.py" complexity="0" line-rate="0.8852" branch-rate="0">
<methods/>
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<line number="1" hits="1"/>
@@ -574,6 +589,11 @@
<line number="80" hits="1"/>
<line number="81" hits="1"/>
<line number="82" hits="1"/>
+ <line number="83" hits="1"/>
+ <line number="84" hits="1"/>
+ <line number="86" hits="1"/>
+ <line number="87" hits="1"/>
+ <line number="88" hits="0"/>
</lines>
</class>
<class name="text.py" filename="text.py" complexity="0" line-rate="0.7778" branch-rate="0">
@@ -655,7 +675,7 @@
</class>
</classes>
</package>
- <package name="encoders" line-rate="0.834" branch-rate="0" complexity="0">
+ <package name="encoders" line-rate="0.7484" branch-rate="0" complexity="0">
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<class name="__init__.py" filename="encoders/__init__.py" complexity="0" line-rate="1" branch-rate="0">
<methods/>
@@ -688,7 +708,7 @@
<line number="15" hits="1"/>
</lines>
</class>
- <class name="bm25.py" filename="encoders/bm25.py" complexity="0" line-rate="0.9574" branch-rate="0">
+ <class name="bm25.py" filename="encoders/bm25.py" complexity="0" line-rate="0.3404" branch-rate="0">
<methods/>
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<line number="1" hits="1"/>
@@ -702,42 +722,42 @@
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<line number="19" hits="1"/>
<line number="20" hits="1"/>
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<line number="34" hits="1"/>
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<line number="43" hits="1"/>
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<line number="63" hits="1"/>
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+ <line number="64" hits="0"/>
+ <line number="65" hits="0"/>
+ <line number="66" hits="0"/>
+ <line number="67" hits="0"/>
</lines>
</class>
<class name="cohere.py" filename="encoders/cohere.py" complexity="0" line-rate="1" branch-rate="0">
@@ -774,7 +794,7 @@
<line number="49" hits="1"/>
</lines>
</class>
- <class name="fastembed.py" filename="encoders/fastembed.py" complexity="0" line-rate="0.8667" branch-rate="0">
+ <class name="fastembed.py" filename="encoders/fastembed.py" complexity="0" line-rate="0.6667" branch-rate="0">
<methods/>
<lines>
<line number="1" hits="1"/>
@@ -794,17 +814,17 @@
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<line number="24" hits="1"/>
<line number="25" hits="1"/>
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<line number="45" hits="1"/>
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<line number="50" hits="0"/>
<line number="51" hits="0"/>
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@@ -1042,18 +1062,17 @@
<line number="80" hits="1"/>
</lines>
</class>
- <class name="vit.py" filename="encoders/vit.py" complexity="0" line-rate="0.4737" branch-rate="0">
+ <class name="vit.py" filename="encoders/vit.py" complexity="0" line-rate="0.4" branch-rate="0">
<methods/>
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<line number="1" hits="1"/>
<line number="3" hits="1"/>
- <line number="4" hits="1"/>
<line number="5" hits="1"/>
<line number="7" hits="1"/>
+ <line number="8" hits="1"/>
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<line number="10" hits="1"/>
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<line number="14" hits="1"/>
<line number="15" hits="1"/>
<line number="16" hits="1"/>
@@ -1061,47 +1080,51 @@
<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"/>
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<line number="24" hits="1"/>
<line number="26" hits="1"/>
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<line number="85" hits="0"/>
<line number="86" hits="0"/>
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</lines>
</class>
<class name="zure.py" filename="encoders/zure.py" complexity="0" line-rate="0.9589" branch-rate="0">
@@ -1184,7 +1207,7 @@
</class>
</classes>
</package>
- <package name="index" line-rate="0.4842" branch-rate="0" complexity="0">
+ <package name="index" line-rate="0.4954" branch-rate="0" complexity="0">
<classes>
<class name="__init__.py" filename="index/__init__.py" complexity="0" line-rate="1" branch-rate="0">
<methods/>
@@ -1212,13 +1235,13 @@
<line number="31" hits="1"/>
<line number="36" hits="0"/>
<line number="38" hits="1"/>
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+ <line number="58" hits="0"/>
<line number="60" hits="1"/>
+ <line number="61" hits="1"/>
</lines>
</class>
<class name="local.py" filename="index/local.py" complexity="0" line-rate="0.8519" branch-rate="0">
@@ -1233,54 +1256,54 @@
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<line number="17" hits="1"/>
<line number="19" hits="1"/>
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+ <line number="21" hits="1"/>
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<line number="28" hits="1"/>
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<line number="32" hits="1"/>
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<line number="34" hits="1"/>
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<line number="102" hits="1"/>
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<line number="104" hits="1"/>
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+ <line number="105" hits="1"/>
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</class>
- <class name="pinecone.py" filename="index/pinecone.py" complexity="0" line-rate="0.2887" branch-rate="0">
+ <class name="pinecone.py" filename="index/pinecone.py" complexity="0" line-rate="0.3022" branch-rate="0">
<methods/>
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@@ -1301,7 +1324,7 @@
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+ <line number="26" hits="0"/>
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@@ -1320,116 +1343,113 @@
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<line number="53" hits="0"/>
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<line number="177" hits="0"/>
<line number="178" hits="0"/>
<line number="180" hits="0"/>
- <line number="182" hits="1"/>
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- <line number="192" hits="0"/>
- <line number="194" hits="1"/>
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- <line number="196" hits="0"/>
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<line number="197" hits="0"/>
+ <line number="198" hits="0"/>
<line number="199" hits="0"/>
<line number="201" hits="1"/>
<line number="202" hits="0"/>
- <line number="204" hits="1"/>
- <line number="205" hits="0"/>
+ <line number="203" hits="0"/>
+ <line number="204" hits="0"/>
<line number="206" hits="0"/>
- <line number="207" hits="0"/>
+ <line number="208" hits="1"/>
+ <line number="209" hits="0"/>
+ <line number="211" hits="1"/>
+ <line number="212" hits="0"/>
<line number="213" hits="0"/>
- <line number="215" hits="1"/>
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- <line number="218" hits="0"/>
- <line number="219" hits="0"/>
+ <line number="214" hits="0"/>
+ <line number="220" hits="0"/>
+ <line number="222" hits="1"/>
+ <line number="223" hits="0"/>
<line number="224" hits="0"/>
<line number="225" hits="0"/>
<line number="226" hits="0"/>
- <line number="228" hits="1"/>
- <line number="229" hits="0"/>
- <line number="231" hits="1"/>
+ <line number="231" hits="0"/>
<line number="232" hits="0"/>
+ <line number="233" hits="0"/>
+ <line number="235" hits="1"/>
+ <line number="236" hits="0"/>
+ <line number="238" hits="1"/>
+ <line number="239" hits="0"/>
</lines>
</class>
</classes>
</package>
- <package name="llms" line-rate="0.7321" branch-rate="0" complexity="0">
+ <package name="llms" line-rate="0.7585" branch-rate="0" complexity="0">
<classes>
<class name="__init__.py" filename="llms/__init__.py" complexity="0" line-rate="1" branch-rate="0">
<methods/>
@@ -1476,17 +1496,17 @@
<line number="43" hits="1"/>
<line number="46" hits="1"/>
<line number="48" hits="1"/>
- <line number="76" hits="1"/>
- <line number="77" hits="1"/>
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- <line number="80" hits="0"/>
- <line number="82" hits="0"/>
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- <line number="84" hits="0"/>
- <line number="85" hits="0"/>
- <line number="86" hits="0"/>
- <line number="87" hits="0"/>
- <line number="88" hits="0"/>
+ <line number="98" hits="1"/>
+ <line number="99" hits="1"/>
+ <line number="101" hits="0"/>
+ <line number="102" hits="0"/>
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+ <line number="105" hits="0"/>
+ <line number="106" hits="0"/>
+ <line number="107" hits="0"/>
+ <line number="108" hits="0"/>
+ <line number="109" hits="0"/>
+ <line number="110" hits="0"/>
</lines>
</class>
<class name="cohere.py" filename="llms/cohere.py" complexity="0" line-rate="0.9655" branch-rate="0">
@@ -1609,6 +1629,40 @@
<line number="57" hits="0"/>
</lines>
</class>
+ <class name="ollama.py" filename="llms/ollama.py" complexity="0" line-rate="1" branch-rate="0">
+ <methods/>
+ <lines>
+ <line number="1" hits="1"/>
+ <line number="3" hits="1"/>
+ <line number="5" hits="1"/>
+ <line number="6" hits="1"/>
+ <line number="7" hits="1"/>
+ <line number="10" hits="1"/>
+ <line number="11" hits="1"/>
+ <line number="12" hits="1"/>
+ <line number="13" hits="1"/>
+ <line number="14" hits="1"/>
+ <line number="16" 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="30" 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="45" hits="1"/>
+ <line number="52" hits="1"/>
+ <line number="53" hits="1"/>
+ <line number="55" hits="1"/>
+ <line number="56" hits="1"/>
+ <line number="57" hits="1"/>
+ <line number="58" hits="1"/>
+ </lines>
+ </class>
<class name="openai.py" filename="llms/openai.py" complexity="0" line-rate="0.8889" branch-rate="0">
<methods/>
<lines>
@@ -1738,24 +1792,47 @@
</class>
</classes>
</package>
- <package name="splitters" line-rate="1" branch-rate="0" complexity="0">
+ <package name="splitters" line-rate="0.3607" branch-rate="0" complexity="0">
<classes>
<class name="__init__.py" filename="splitters/__init__.py" complexity="0" line-rate="1" branch-rate="0">
<methods/>
- <lines/>
+ <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"/>
+ </lines>
</class>
- <class name="base.py" filename="splitters/base.py" complexity="0" line-rate="1" branch-rate="0">
+ <class name="base.py" filename="splitters/base.py" complexity="0" line-rate="0.5" branch-rate="0">
<methods/>
<lines>
<line number="1" hits="1"/>
<line number="3" hits="1"/>
- <line number="5" hits="1"/>
- <line number="8" hits="1"/>
- <line number="9" hits="1"/>
+ <line number="4" hits="1"/>
+ <line number="6" hits="1"/>
+ <line number="7" hits="1"/>
<line number="10" hits="1"/>
<line number="11" hits="1"/>
- <line number="13" hits="1"/>
+ <line number="12" hits="1"/>
<line number="14" hits="1"/>
+ <line number="15" hits="1"/>
+ <line number="17" hits="1"/>
+ <line number="18" hits="1"/>
+ <line number="20" hits="1"/>
+ <line number="21" hits="0"/>
+ <line number="22" hits="0"/>
+ <line number="23" hits="0"/>
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+ <line number="26" hits="0"/>
+ <line number="27" hits="0"/>
+ <line number="28" hits="0"/>
+ <line number="30" hits="0"/>
+ <line number="31" hits="0"/>
+ <line number="36" hits="0"/>
+ <line number="37" hits="0"/>
+ <line number="38" hits="0"/>
</lines>
</class>
<class name="consecutive_sim.py" filename="splitters/consecutive_sim.py" complexity="0" line-rate="1" branch-rate="0">
@@ -1770,24 +1847,25 @@
<line number="16" hits="1"/>
<line number="22" hits="1"/>
<line number="23" hits="1"/>
- <line number="25" hits="1"/>
- <line number="27" hits="1"/>
+ <line number="24" hits="1"/>
+ <line number="26" hits="1"/>
<line number="28" hits="1"/>
- <line number="32" hits="1"/>
+ <line number="29" 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="40" hits="1"/>
+ <line number="39" hits="1"/>
<line number="41" hits="1"/>
<line number="42" hits="1"/>
<line number="43" hits="1"/>
- <line number="50" hits="1"/>
+ <line number="44" hits="1"/>
<line number="51" hits="1"/>
<line number="52" hits="1"/>
<line number="53" hits="1"/>
+ <line number="54" hits="1"/>
</lines>
</class>
<class name="cumulative_sim.py" filename="splitters/cumulative_sim.py" complexity="0" line-rate="1" branch-rate="0">
@@ -1802,27 +1880,253 @@
<line number="16" hits="1"/>
<line number="22" hits="1"/>
<line number="23" hits="1"/>
- <line number="25" hits="1"/>
+ <line number="24" hits="1"/>
<line number="26" hits="1"/>
- <line number="28" hits="1"/>
+ <line number="27" hits="1"/>
<line number="29" hits="1"/>
- <line number="32" hits="1"/>
- <line number="33" hits="1"/>
+ <line number="30" 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="42" hits="1"/>
- <line number="43" hits="1"/>
<line number="46" hits="1"/>
<line number="47" hits="1"/>
- <line number="48" hits="1"/>
- <line number="53" hits="1"/>
- <line number="54" hits="1"/>
- <line number="61" hits="1"/>
- <line number="66" hits="1"/>
- <line number="67" hits="1"/>
- <line number="69" hits="1"/>
+ <line number="50" hits="1"/>
+ <line number="51" hits="1"/>
+ <line number="52" hits="1"/>
+ <line number="57" hits="1"/>
+ <line number="58" hits="1"/>
+ <line number="65" hits="1"/>
+ <line number="70" hits="1"/>
+ <line number="71" hits="1"/>
+ <line number="73" hits="1"/>
+ </lines>
+ </class>
+ <class name="rolling_window.py" filename="splitters/rolling_window.py" complexity="0" line-rate="0.1422" branch-rate="0">
+ <methods/>
+ <lines>
+ <line number="1" hits="1"/>
+ <line number="2" hits="1"/>
+ <line number="4" hits="1"/>
+ <line number="6" hits="1"/>
+ <line number="7" hits="1"/>
+ <line number="8" hits="1"/>
+ <line number="9" hits="1"/>
+ <line number="10" 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="24" hits="1"/>
+ <line number="25" hits="0"/>
+ <line number="38" hits="1"/>
+ <line number="39" hits="1"/>
+ <line number="51" hits="0"/>
+ <line number="52" hits="0"/>
+ <line number="53" hits="0"/>
+ <line number="54" hits="0"/>
+ <line number="55" hits="0"/>
+ <line number="56" hits="0"/>
+ <line number="57" hits="0"/>
+ <line number="58" hits="0"/>
+ <line number="59" hits="0"/>
+ <line number="60" hits="0"/>
+ <line number="61" hits="0"/>
+ <line number="63" hits="1"/>
+ <line number="64" hits="0"/>
+ <line number="65" hits="0"/>
+ <line number="66" hits="0"/>
+ <line number="67" hits="0"/>
+ <line number="68" hits="0"/>
+ <line number="69" hits="0"/>
+ <line number="71" hits="1"/>
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+ <line number="73" hits="0"/>
+ <line number="74" hits="0"/>
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+ <line number="76" hits="0"/>
+ <line number="80" hits="0"/>
+ <line number="81" hits="0"/>
+ <line number="83" hits="1"/>
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+ <line number="87" hits="0"/>
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+ <line number="96" hits="1"/>
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+ <line number="105" hits="0"/>
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+ <line number="108" hits="0"/>
+ <line number="109" hits="0"/>
+ <line number="110" hits="0"/>
+ <line number="111" hits="0"/>
+ <line number="112" hits="0"/>
+ <line number="113" hits="0"/>
+ <line number="118" hits="0"/>
+ <line number="126" hits="0"/>
+ <line number="127" hits="0"/>
+ <line number="130" hits="0"/>
+ <line number="135" hits="0"/>
+ <line number="136" hits="0"/>
+ <line number="137" hits="0"/>
+ <line number="138" hits="0"/>
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+ <line number="141" hits="0"/>
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+ <line number="151" hits="0"/>
+ <line number="153" hits="1"/>
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+ <line number="169" hits="0"/>
+ <line number="170" hits="0"/>
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+ <line number="183" hits="0"/>
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+ <line number="200" hits="0"/>
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+ <line number="202" hits="0"/>
+ <line number="205" hits="0"/>
+ <line number="206" hits="0"/>
+ <line number="207" hits="0"/>
+ <line number="215" hits="0"/>
+ <line number="216" hits="0"/>
+ <line number="220" hits="0"/>
+ <line number="222" hits="0"/>
+ <line number="223" hits="0"/>
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+ <line number="227" hits="0"/>
+ <line number="235" hits="0"/>
+ <line number="236" hits="0"/>
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+ <line number="342" hits="0"/>
+ <line number="343" hits="0"/>
+ <line number="344" hits="0"/>
+ <line number="347" hits="0"/>
+ <line number="348" hits="0"/>
+ <line number="349" hits="0"/>
+ <line number="350" hits="0"/>
+ <line number="354" hits="0"/>
+ <line number="355" hits="0"/>
+ <line number="357" hits="1"/>
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+ <line number="361" hits="0"/>
+ <line number="362" hits="0"/>
+ <line number="363" hits="0"/>
+ <line number="364" hits="0"/>
+ <line number="372" hits="0"/>
+ <line number="373" hits="0"/>
+ <line number="374" hits="0"/>
+ <line number="376" hits="0"/>
+ <line number="377" hits="0"/>
+ <line number="380" hits="0"/>
+ <line number="385" hits="0"/>
+ <line number="387" hits="0"/>
+ <line number="388" hits="0"/>
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+ <line number="391" hits="0"/>
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+ <line number="394" hits="0"/>
+ <line number="396" hits="0"/>
+ <line number="397" hits="0"/>
+ <line number="398" hits="0"/>
+ <line number="403" hits="1"/>
+ <line number="404" hits="0"/>
+ <line number="405" hits="0"/>
+ <line number="407" hits="0"/>
+ <line number="408" hits="0"/>
+ <line number="409" hits="0"/>
+ <line number="410" hits="0"/>
+ <line number="415" hits="0"/>
+ <line number="416" hits="0"/>
+ <line number="417" hits="0"/>
+ <line number="418" hits="0"/>
+ <line number="419" hits="0"/>
+ <line number="421" hits="0"/>
+ <line number="422" hits="0"/>
+ <line number="423" hits="0"/>
+ <line number="424" hits="0"/>
+ <line number="425" hits="0"/>
+ <line number="426" hits="0"/>
+ </lines>
+ </class>
+ <class name="utils.py" filename="splitters/utils.py" complexity="0" line-rate="0.3636" branch-rate="0">
+ <methods/>
+ <lines>
+ <line number="1" hits="1"/>
+ <line number="2" hits="1"/>
+ <line number="5" hits="1"/>
+ <line number="22" hits="0"/>
+ <line number="55" hits="0"/>
+ <line number="56" hits="0"/>
+ <line number="57" hits="0"/>
+ <line number="60" hits="1"/>
+ <line number="61" hits="0"/>
+ <line number="62" hits="0"/>
+ <line number="63" hits="0"/>
</lines>
</class>
</classes>
diff --git a/semantic_router/encoders/vit.py b/semantic_router/encoders/vit.py
index 3c50cff989bd3d3f1c35f6e4d044a5a31c4a4cfd..c696e60d1b8a97fc140850affc99033006a39200 100644
--- a/semantic_router/encoders/vit.py
+++ b/semantic_router/encoders/vit.py
@@ -1,12 +1,14 @@
-from typing import Any, List, Optional, Union, TypeAlias
+from typing import Any, List, Optional, Union
+
from pydantic.v1 import PrivateAttr
+
from semantic_router.encoders import BaseEncoder
-PILImage: TypeAlias = Union[Any, "Image"]
try:
from PIL.Image import Image
except ImportError:
pass
+PILImage = Union[Any, "Image"]
class VitEncoder(BaseEncoder):
diff --git a/semantic_router/route.py b/semantic_router/route.py
index 46c7c3e46c448599b6e9490e38e85b501e48e760..3d46a8b4f4578ce90da8984d60a8a85956341ed3 100644
--- a/semantic_router/route.py
+++ b/semantic_router/route.py
@@ -3,14 +3,12 @@ import re
from typing import Any, Callable, Dict, List, Optional, Union
from pydantic.v1 import BaseModel
-from typing_extensions import TypeAlias
from semantic_router.llms import BaseLLM
from semantic_router.schema import Message, RouteChoice
from semantic_router.utils import function_call
from semantic_router.utils.logger import logger
-PILImage: TypeAlias = Union[Any, "Image"]
try:
from PIL.Image import Image
except ImportError:
@@ -47,7 +45,7 @@ def is_valid(route_config: str) -> bool:
class Route(BaseModel):
name: str
- utterances: Union[List[str], List[PILImage]]
+ utterances: Union[List[str], List[Union[Any, "Image"]]]
description: Optional[str] = None
function_schema: Optional[Dict[str, Any]] = None
llm: Optional[BaseLLM] = None