diff --git a/coursemapper-kg/preprocess/Pipfile.lock b/coursemapper-kg/preprocess/Pipfile.lock
index 6128b89ec..455de74b4 100644
--- a/coursemapper-kg/preprocess/Pipfile.lock
+++ b/coursemapper-kg/preprocess/Pipfile.lock
@@ -18,123 +18,139 @@
     "default": {
         "certifi": {
             "hashes": [
-                "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
-                "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
+                "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407",
+                "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2024.8.30"
+            "markers": "python_version >= '3.7'",
+            "version": "==2025.8.3"
         },
         "charset-normalizer": {
             "hashes": [
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-                "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786",
-                "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8",
-                "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09",
-                "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185",
-                "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574",
-                "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e",
-                "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519",
-                "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898",
-                "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269",
-                "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3",
-                "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f",
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-                "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d",
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+                "sha256:6c42a930bc5f4c47f4ea775c91de47d27910881902b0f20e4990ebe045a415d0",
+                "sha256:714b05b2e1af1288bd1bc56ce496c4cebb64a20d158ee802887757791191e6e2",
+                "sha256:c212aa4e45ec0bb5274b16b6f31dd3f1c41944025c2358faaa5782c754e84c24",
+                "sha256:cc88bb34e23a54cc42713d6d98af5f1bf79c07653d24fe984d2d695ba2c922a2",
+                "sha256:f23186c40395fc390d27f519679a58023f368a0aad234af145e0f39ad1212732",
+                "sha256:fa23f85fbc9a02ec5c6978da172cdcbac23498c3ca9f3645c5c68740ac007880"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==0.15.2"
+            "markers": "python_version >= '3.9'",
+            "version": "==0.21.4"
         },
         "torch": {
             "hashes": [
@@ -1157,20 +1000,20 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5",
-                "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"
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+                "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"
             ],
-            "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.3"
+            "version": "==4.67.1"
         },
         "transformers": {
             "hashes": [
-                "sha256:c4029cb9f01b3dd335e52f364c52d2b37c65b4c78e02e6a08b1919c5c928573e",
-                "sha256:c5fc7ad682b8a50a48b2a4c05d4ea2de5567adb1bdd00053619dbe5960857dd5"
+                "sha256:7d8039ff032c01a2d7f8a8fe0066620367003275f023815a966e62203f9f5dd7",
+                "sha256:f89520011b4a73066fdc7aabfa158317c3934a22e3cd652d7ffbc512c4063841"
             ],
-            "markers": "python_full_version >= '3.8.0'",
-            "version": "==4.38.2"
+            "index": "pypi",
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==4.53.0"
         },
         "triton": {
             "hashes": [
@@ -1186,11 +1029,11 @@
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475",
-                "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"
+                "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36",
+                "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==4.10.0"
+            "markers": "python_version >= '3.9'",
+            "version": "==4.14.1"
         },
         "tzdata": {
             "hashes": [
@@ -1202,12 +1045,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472",
-                "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"
+                "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760",
+                "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"
             ],
-            "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==2.2.2"
+            "markers": "python_version >= '3.9'",
+            "version": "==2.5.0"
         }
     },
     "develop": {}