diff --git a/coursemapper-kg/concept-map/Pipfile.lock b/coursemapper-kg/concept-map/Pipfile.lock
index 33b7750f7..317e1c82d 100644
--- a/coursemapper-kg/concept-map/Pipfile.lock
+++ b/coursemapper-kg/concept-map/Pipfile.lock
@@ -24,6 +24,14 @@
             ],
             "version": "==0.32.1"
         },
+        "anyio": {
+            "hashes": [
+                "sha256:6152fdbbf9a77fdec97731721bebf7c4c44f7c29b424b0065826173efc7ed101",
+                "sha256:9f28306018cbd6d329e64a36d58256edff76dd996fe423bc957326e578b82a94"
+            ],
+            "markers": "python_version >= '3.10'",
+            "version": "==4.15.1"
+        },
         "beautifulsoup4": {
             "hashes": [
                 "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051",
@@ -57,11 +65,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
-                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
+                "sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775",
+                "sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2024.7.4"
+            "markers": "python_version >= '3.7'",
+            "version": "==2026.7.22"
         },
         "cffi": {
             "hashes": [
@@ -234,11 +242,19 @@
         },
         "click": {
             "hashes": [
-                "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28",
-                "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"
+                "sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360",
+                "sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.1.7"
+            "markers": "python_version >= '3.10'",
+            "version": "==8.5.0"
+        },
+        "cloudpickle": {
+            "hashes": [
+                "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414",
+                "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.1.2"
         },
         "cm-worker": {
             "hashes": [
@@ -359,11 +375,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb",
-                "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"
+                "sha256:5f17ee83ecee8a6f3e389c75822fb70a1c2f0506b99438a6dffa1d56793588c8",
+                "sha256:cf42711a7ac791818b299fab0332a088c65aeeefa36290de98db92c434303b0c"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.15.4"
+            "markers": "python_version >= '3.10'",
+            "version": "==4.0.12"
         },
         "flair": {
             "hashes": [
@@ -424,11 +440,11 @@
         },
         "fsspec": {
             "hashes": [
-                "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e",
-                "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"
+                "sha256:0f08147951c8cb31d844c3547d631053b127863b60be04cf06e121333ee0e2fe",
+                "sha256:8dd6e646e99ea382bd85f97a45e6b526a442d79423a7dc673f1e2756d05fcb5f"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2024.6.1"
+            "markers": "python_version >= '3.10'",
+            "version": "==2026.9.0"
         },
         "ftfy": {
             "hashes": [
@@ -473,6 +489,37 @@
             "markers": "python_version >= '3.8'",
             "version": "==4.3.2"
         },
+        "h11": {
+            "hashes": [
+                "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1",
+                "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.16.0"
+        },
+        "hf-xet": {
+            "hashes": [
+                "sha256:0e6e21fa3cdfcdcd76748564bf593870a5e013f47d97cf10aed63aa222cff5b7",
+                "sha256:23379c2f9ec8696d952b16414a2bae72cad86a52df869b050698ba60f538c675",
+                "sha256:2e58454a340b3556dfa4972d5451aff4fba8dd42a236600ba1a1d2b1514f0fef",
+                "sha256:35cec30d75c6f9eb9c16a77cef68e85a103b72e24d4b473714ec9ff06428bab9",
+                "sha256:3dc3e35441ba395006af5aaacc40ef2e603c51ef46c3530b9156185f00935ea3",
+                "sha256:4fc74352a17015bd0ee90038bc9efe38db894cde45f268b6712b04fce8cd0acb",
+                "sha256:5153e6bb103ad49d6ea9f1b2e230db5a2ea32551ad09a706d2f61d7c7c80d80e",
+                "sha256:5789835d7c6bc9436962853192082374297fb72d7eff7e7762ec25ceb7e25338",
+                "sha256:633dc0cd71d32da58ab8c03ad38e2fac452c15c2b0a2866ebf6ededfe0a5061d",
+                "sha256:70cbb9c896901600128cb9b6f06e132954fbede1db30f31f7c6c63f84cb7c31d",
+                "sha256:75765820ce4700db3750c94acc8fe27c5fae4c9ec000a0dbac3ca082acf97765",
+                "sha256:8fb4f71cba6129110c3374a33f919001ff130488fc23553698e34cc1c2a1198c",
+                "sha256:948f15d3a9545cfe5932f6bd8b440f6ae630aee108f14b7bd6c561f7c2dcc522",
+                "sha256:d62671bb130879cef0ee4c9ebe47a14af6c66ec53e6d84dc15936e5ffdfac82f",
+                "sha256:f0906082d9932ae0c0057fa194041c22b4e2cdb46b2592ef3b91f020d62a081a",
+                "sha256:f2f7278c05c22fd60cb436cda1269649b3e81db65ecdc8496e5e164aa4143e7b",
+                "sha256:fb4fadde1b2b70bf4c0c14a6dccbe7194b1c28947fefd5bbe3fed9d940676c3b"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.6.0"
+        },
         "html2text": {
             "hashes": [
                 "sha256:05f8e367d15aaabc96415376776cdd11afd5127a77fce6e36afc60c563ca2c32"
@@ -481,21 +528,37 @@
             "markers": "python_version >= '3.8'",
             "version": "==2024.2.26"
         },
+        "httpcore": {
+            "hashes": [
+                "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55",
+                "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.0.9"
+        },
+        "httpx": {
+            "hashes": [
+                "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc",
+                "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.28.1"
+        },
         "huggingface-hub": {
             "hashes": [
-                "sha256:67a9caba79b71235be3752852ca27da86bd54311d2424ca8afdb8dda056edf98",
-                "sha256:d7a7d337615e11a45cc14a0ce5a605db6b038dc24af42866f731684825226e90"
+                "sha256:1934304d2fb224f8afa3b87007d58501acfda9215b334eed53072dd5e815ff7a",
+                "sha256:48f0c8eac16145dfce371e9d2d7772854a4f591bcb56c9cf548accf531d54270"
             ],
             "markers": "python_full_version >= '3.8.0'",
-            "version": "==0.23.5"
+            "version": "==0.36.2"
         },
         "idna": {
             "hashes": [
-                "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc",
-                "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"
+                "sha256:a7db850025b95ded1eae8a46181a1a6c56c92c96f0e2b005d9ff8dc0210cab44",
+                "sha256:ab7ae7122974553370f0bdb919e1a960b2cd1bc1ef0276416d896db81c14582c"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==3.7"
+            "markers": "python_version >= '3.9'",
+            "version": "==3.20"
         },
         "janome": {
             "hashes": [
@@ -506,11 +569,11 @@
         },
         "jinja2": {
             "hashes": [
-                "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369",
-                "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"
+                "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d",
+                "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.1.4"
+            "version": "==3.1.6"
         },
         "jmespath": {
             "hashes": [
@@ -522,11 +585,11 @@
         },
         "joblib": {
             "hashes": [
-                "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6",
-                "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"
+                "sha256:2ccc96785b12046c08fd6d55839c12857831b54a3c1673ffadd2f04bfc4eda03",
+                "sha256:3dbbf9f6e4b592a2357b854608e980fe6390d131d7a82f011a377ef2ebef7aba"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.4.2"
+            "markers": "python_version >= '3.10'",
+            "version": "==1.6.0"
         },
         "kiwisolver": {
             "hashes": [
@@ -795,69 +858,160 @@
         },
         "markupsafe": {
             "hashes": [
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-            "version": "==2.1.5"
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         "matplotlib": {
             "hashes": [
@@ -916,6 +1070,14 @@
             ],
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+        "narwhals": {
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@@ -927,11 +1089,11 @@
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@@ -1080,11 +1242,11 @@
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-            "version": "==24.1"
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@@ -1366,60 +1528,82 @@
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@@ -1709,12 +1883,12 @@
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@@ -1975,11 +2073,11 @@
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@@ -1995,11 +2093,11 @@
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@@ -2015,11 +2113,11 @@
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