diff --git a/Pipfile.lock b/Pipfile.lock
index e2a0d0b..8b6ee3c 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -214,11 +214,11 @@
         },
         "anyio": {
             "hashes": [
-                "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708",
-                "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc"
+                "sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89",
+                "sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9"
             ],
             "markers": "python_version >= '3.10'",
-            "version": "==4.13.0"
+            "version": "==4.14.0"
         },
         "argcomplete": {
             "hashes": [
@@ -306,11 +306,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:3c52e209ba0a4ad7aebe60436a4ab349c39e1e602e8c134221e546902ad25897",
-                "sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d"
+                "sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432",
+                "sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2026.5.20"
+            "version": "==2026.6.17"
         },
         "cffi": {
             "hashes": [
@@ -751,11 +751,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90",
-                "sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258"
+                "sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a",
+                "sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767"
             ],
             "markers": "python_version >= '3.10'",
-            "version": "==3.29.0"
+            "version": "==3.29.4"
         },
         "frozenlist": {
             "hashes": [
@@ -895,11 +895,11 @@
         },
         "fsspec": {
             "hashes": [
-                "sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2",
-                "sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4"
+                "sha256:02e0b71817df9b2169dc30a16832045764def1191b43dcff5bb85bdee212d2a1",
+                "sha256:f5bac145310fe30e16e1471bd6840b2d990d609e872251d7e674241822abf01a"
             ],
             "markers": "python_version >= '3.10'",
-            "version": "==2026.4.0"
+            "version": "==2026.6.0"
         },
         "genai-prices": {
             "hashes": [
@@ -1053,34 +1053,34 @@
         },
         "hf-xet": {
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+                "sha256:6b591fcad34e272a5b02607485e4f2a1334aebf1bc6d16ce8eb1eb8978ac2021",
+                "sha256:7551659ba4f1e1074e9623996f28c3873682530aee0a846b7f2f066239228144",
+                "sha256:7716d62015477a70ea272d2d68cd7cad140f61c52ee452e133e139abfe2c17ba",
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+                "sha256:987f09cfe418237812896a6736b81b1af02a3a6dcb4b4944425c4c4fca7a7cf8",
+                "sha256:bee693ada985e7045997f05f081d0e12c4c08bd7626dc397f8a7c487e6c04f7f",
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+                "sha256:e23717ce4186b265f69afa66e6f0069fe7efbf331546f5c313d00e123dc84583",
+                "sha256:fc360b70c815bf340ed56c7b8c63aacf11762a4b099b2fe2c9bd6d6068668c08"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.5.0"
+            "version": "==1.4.3"
         },
         "httpcore": {
             "hashes": [
@@ -1108,11 +1108,11 @@
         },
         "huggingface-hub": {
             "hashes": [
-                "sha256:64340de934b9ce37857ef85a82de72f5629e8a270f9119eabb12bf495eb53c22",
-                "sha256:7f1dc4c5ec21aed69be630ad0c3378616be16f3de1a47b141c0e812965d9c832"
+                "sha256:729be4a976fb706dcc02d176bcda8a3f32bdf21a294e8f4b3dda6fbcbc9c1ab1",
+                "sha256:f0c5ecd1ef8c6a60f86f61ee278f2c1570ba9e279c9f54de9094210723b3613b"
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             "markers": "python_full_version >= '3.10.0'",
-            "version": "==1.16.1"
+            "version": "==1.18.0"
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         "idna": {
             "hashes": [
@@ -1678,6 +1678,14 @@
             "markers": "python_version >= '3.9'",
             "version": "==6.7.1"
         },
+        "narwhals": {
+            "hashes": [
+                "sha256:60567d774edf77db53906f89d9fbd164e66e56d66d388e1e6990f17ac33cfb53",
+                "sha256:d62920805a0a43b7ff8b54b0c0d3142d796f8a9301836ada37e573d6a33cbcd9"
+            ],
+            "markers": "python_version >= '3.10'",
+            "version": "==2.22.1"
+        },
         "networkx": {
             "hashes": [
                 "sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509",
@@ -2722,75 +2730,63 @@
         },
         "safetensors": {
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@@ -2869,12 +2865,12 @@
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