diff --git a/lib/uv.lock b/lib/uv.lock
index 43225de..6e775db 100644
--- a/lib/uv.lock
+++ b/lib/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.11"
 resolution-markers = [
     "(python_full_version >= '3.12' and platform_machine != 'aarch64' and extra != 'extra-8-textpair-cpu' and extra == 'extra-8-textpair-cuda') or (python_full_version >= '3.12' and sys_platform != 'linux' and extra != 'extra-8-textpair-cpu' and extra == 'extra-8-textpair-cuda')",
@@ -69,7 +69,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.2"
+version = "3.13.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -80,93 +80,93 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
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 version = "2.5.1"
@@ -3499,15 +3429,14 @@ wheels = [
 
 [[package]]
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-source = { git = "https://github.com/ARTFL-Project/text-preprocessing?rev=v1.1.1.3#fbc6c17839b9b310a96355557066a8420b6b2af2" }
+version = "1.1.2"
+source = { git = "https://github.com/ARTFL-Project/text-preprocessing?rev=v1.1.2#a45ba2ce704db3ed32cc23f96e4431ca51e764bc" }
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     { name = "orjson" },
     { name = "pystemmer" },
     { name = "regex" },
-    { name = "requests" },
     { name = "spacy" },
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@@ -3522,12 +3451,10 @@ version = "2.3.0"
 source = { editable = "." }
 dependencies = [
     { name = "ahocorasick-rs" },
-    { name = "aiohttp" },
     { name = "cython" },
     { name = "faiss-cpu" },
     { name = "fastapi" },
     { name = "gunicorn" },
-    { name = "hdbscan" },
     { name = "httptools" },
     { name = "lxml" },
     { name = "lz4" },
@@ -3542,12 +3469,12 @@ dependencies = [
     { name = "psycopg2" },
     { name = "pystemmer" },
     { name = "regex" },
-    { name = "scikit-learn" },
     { name = "sentence-transformers" },
-    { name = "spacy-transformers" },
     { name = "text-preprocessing" },
+    { name = "textpair-llm" },
     { name = "torch-geometric" },
     { name = "tqdm" },
+    { name = "transformers" },
     { name = "umap-learn" },
     { name = "unidecode" },
     { name = "uvicorn" },
@@ -3570,13 +3497,11 @@ cuda = [
 [package.metadata]
 requires-dist = [
     { name = "ahocorasick-rs" },
-    { name = "aiohttp", specifier = "~=3.12" },
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-    { name = "hdbscan", specifier = ">=0.8.40" },
     { name = "httptools" },
     { name = "lxml" },
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@@ -3587,20 +3512,20 @@ requires-dist = [
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     { name = "orjson" },
     { name = "pgvector", specifier = "~=0.4.1" },
-    { name = "philologic", specifier = "~=5.1" },
+    { name = "philologic", specifier = "~=5.2" },
     { name = "psycopg2" },
     { name = "pystemmer" },
     { name = "regex" },
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-    { name = "spacy-transformers" },
-    { name = "text-preprocessing", git = "https://github.com/ARTFL-Project/text-preprocessing?rev=v1.1.1.3" },
+    { name = "sentence-transformers", specifier = "~=5.3" },
+    { name = "text-preprocessing", git = "https://github.com/ARTFL-Project/text-preprocessing?rev=v1.1.2" },
+    { name = "textpair-llm", editable = "textpair_llm" },
     { name = "torch", marker = "extra == 'cpu'", specifier = "==2.8", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "textpair", extra = "cpu" } },
     { name = "torch", marker = "extra == 'cuda'", specifier = "==2.8", index = "https://download.pytorch.org/whl/cu126", conflict = { package = "textpair", extra = "cuda" } },
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     { name = "tqdm" },
+    { name = "transformers", specifier = "~=4.51.0" },
     { name = "umap-learn", specifier = "~=0.5.9" },
     { name = "unidecode" },
     { name = "uvicorn" },
@@ -3608,6 +3533,23 @@ requires-dist = [
 ]
 provides-extras = ["cpu", "cuda"]
 
+[[package]]
+name = "textpair-llm"
+version = "0.1.0"
+source = { editable = "textpair_llm" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "requests" },
+    { name = "tqdm" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "aiohttp", specifier = ">=3.12" },
+    { name = "requests" },
+    { name = "tqdm" },
+]
+
 [[package]]
 name = "thinc"
 version = "8.3.6"
@@ -3703,10 +3645,10 @@ dependencies = [
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 [[package]]
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