diff --git a/coursemapper-kg/recommendation/Pipfile.lock b/coursemapper-kg/recommendation/Pipfile.lock
index aa0fe5f19..29bf86d42 100644
--- a/coursemapper-kg/recommendation/Pipfile.lock
+++ b/coursemapper-kg/recommendation/Pipfile.lock
@@ -18,10 +18,11 @@
     "default": {
         "accelerate": {
             "hashes": [
-                "sha256:0a7f33d60ba09afabd028d4f0856dd19c5a734b7a596d637d9dd6e3d0eadbaf3",
-                "sha256:11ba481ed6ea09191775df55ce464aeeba67a024bd0261a44b77b30fb439e26a"
+                "sha256:a628fa6beb069b8e549460fc449135d5bd8d73e7a11fd09f0bc9fc4ace7f06f1",
+                "sha256:bb1caf2597b4cd632b917b5000c591d10730bb024a79746f1ee205bba80bd229"
             ],
-            "version": "==0.33.0"
+            "markers": "python_full_version >= '3.10.0'",
+            "version": "==1.11.0"
         },
         "annotated-types": {
             "hashes": [
@@ -119,107 +120,130 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
-                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
+                "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b",
+                "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2024.7.4"
+            "markers": "python_version >= '3.7'",
+            "version": "==2025.11.12"
         },
         "charset-normalizer": {
             "hashes": [
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@@ -367,11 +391,11 @@
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@@ -432,11 +456,11 @@
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@@ -541,6 +565,34 @@
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@@ -551,11 +603,11 @@
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@@ -566,11 +618,11 @@
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@@ -1216,12 +1268,12 @@
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@@ -1277,108 +1329,143 @@
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@@ -2630,28 +2627,31 @@
                 "torch"
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-                "sha256:99dbbdeef9d451cdbc1c5316dce3af3dd5bb56b6cda5d0c564253e8fa7ccaf02"
+                "sha256:7d8039ff032c01a2d7f8a8fe0066620367003275f023815a966e62203f9f5dd7",
+                "sha256:f89520011b4a73066fdc7aabfa158317c3934a22e3cd652d7ffbc512c4063841"
             ],
-            "index": "pypi",
-            "markers": "python_full_version >= '3.8.0'",
-            "version": "==4.43.2"
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==4.53.0"
         },
         "triton": {
             "hashes": [
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-                "sha256:5ce8520437c602fb633f1324cc3871c47bee3b67acf9756c1a66309b60e3216c",
-                "sha256:6e5727202f7078c56f91ff13ad0c1abab14a0e7f2c87e91b12b6f64f3e8ae609",
-                "sha256:bcbf3b1c48af6a28011a5c40a5b3b9b5330530c3827716b5fbf6d7adcc1e53e9",
-                "sha256:cd34f19a8582af96e6291d4afce25dac08cb2a5d218c599163761e8e0827208e",
-                "sha256:e1efef76935b2febc365bfadf74bcb65a6f959a9872e5bddf44cc9e0adce1e1a",
-                "sha256:e8903767951bf86ec960b4fe4e21bc970055afc65e9d57e916d79ae3c93665e3"
-            ],
-            "markers": "python_version < '3.13' and platform_system == 'Linux' and platform_machine == 'x86_64'",
-            "version": "==3.0.0"
+                "sha256:02c770856f5e407d24d28ddc66e33cf026e6f4d360dcb8b2fabe6ea1fc758621",
+                "sha256:0b4d2c70127fca6a23e247f9348b8adde979d2e7a20391bfbabaac6aebc7e6a8",
+                "sha256:275a045b6ed670dd1bd005c3e6c2d61846c74c66f4512d6f33cc027b11de8fd4",
+                "sha256:56765ffe12c554cd560698398b8a268db1f616c120007bfd8829d27139abd24a",
+                "sha256:5fc53d849f879911ea13f4a877243afc513187bc7ee92d1f2c0f1ba3169e3c94",
+                "sha256:61413522a48add32302353fdbaaf92daaaab06f6b5e3229940d21b5207f47579",
+                "sha256:8932391d7f93698dfe5bc9bead77c47a24f97329e9f20c10786bb230a9083f56",
+                "sha256:bac7f7d959ad0f48c0e97d6643a1cc0fd5786fe61cb1f83b537c6b2d54776478",
+                "sha256:d0637b1efb1db599a8e9dc960d53ab6e4637db7d4ab6630a0974705d77b14b60",
+                "sha256:d2c6b915a03888ab931a9fd3e55ba36785e1fe70cbea0b40c6ef93b20fc85232",
+                "sha256:da47169e30a779bade679ce78df4810fca6d78a955843d2ddb11f226adc517dc",
+                "sha256:f3f4346b6ebbd4fad18773f5ba839114f4826037c9f2f34e0148894cd5dd3dba",
+                "sha256:f617aa7925f9ea9968ec2e1adaf93e87864ff51549c8f04ce658f29bbdb71e2d",
+                "sha256:f63e34dcb32d7bd3a1d0195f60f30d2aee8b08a69a0424189b71017e23dfc3d2"
+            ],
+            "markers": "python_version >= '3.10' and python_version < '3.15'",
+            "version": "==3.5.1"
         },
         "typer": {
             "hashes": [
@@ -2663,11 +2663,11 @@
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d",
-                "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"
+                "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466",
+                "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==4.12.2"
+            "markers": "python_version >= '3.9'",
+            "version": "==4.15.0"
         },
         "tzdata": {
             "hashes": [
@@ -2687,11 +2687,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472",
-                "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"
+                "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760",
+                "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.2.2"
+            "markers": "python_version >= '3.9'",
+            "version": "==2.5.0"
         },
         "wasabi": {
             "hashes": [