api/Pipfile

@@ -30,6 +30,7 @@ pytest = "8.2.2"
 llama-index-embeddings-openai = "*"
 llama-index-llms-ollama = "*"
 llama-index-embeddings-ollama = "*"
+psutil = "*"
 
 [dev-packages]
 black = "*"

api/Pipfile.lock

 {
     "_meta": {
         "hash": {
-            "sha256": "5c4e87502683328b56e40a4081dc51c30fd75230651374479866943ae781e15e"
+            "sha256": "563b95d5c2c82b0736b27feddb77f5c53391f336e87e56939b705b7f5cf168fc"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -2850,6 +2850,30 @@
             "markers": "python_version >= '3.8'",
             "version": "==4.25.3"
         },
+        "psutil": {
+            "hashes": [
+                "sha256:02b69001f44cc73c1c5279d02b30a817e339ceb258ad75997325e0e6169d8b35",
+                "sha256:1287c2b95f1c0a364d23bc6f2ea2365a8d4d9b726a3be7294296ff7ba97c17f0",
+                "sha256:1e7c870afcb7d91fdea2b37c24aeb08f98b6d67257a5cb0a8bc3ac68d0f1a68c",
+                "sha256:21f1fb635deccd510f69f485b87433460a603919b45e2a324ad65b0cc74f8fb1",
+                "sha256:33ea5e1c975250a720b3a6609c490db40dae5d83a4eb315170c4fe0d8b1f34b3",
+                "sha256:34859b8d8f423b86e4385ff3665d3f4d94be3cdf48221fbe476e883514fdb71c",
+                "sha256:5fd9a97c8e94059b0ef54a7d4baf13b405011176c3b6ff257c247cae0d560ecd",
+                "sha256:6ec7588fb3ddaec7344a825afe298db83fe01bfaaab39155fa84cf1c0d6b13c3",
+                "sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0",
+                "sha256:8faae4f310b6d969fa26ca0545338b21f73c6b15db7c4a8d934a5482faa818f2",
+                "sha256:a021da3e881cd935e64a3d0a20983bda0bb4cf80e4f74fa9bfcb1bc5785360c6",
+                "sha256:a495580d6bae27291324fe60cea0b5a7c23fa36a7cd35035a16d93bdcf076b9d",
+                "sha256:a9a3dbfb4de4f18174528d87cc352d1f788b7496991cca33c6996f40c9e3c92c",
+                "sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0",
+                "sha256:e2e8d0054fc88153ca0544f5c4d554d42e33df2e009c4ff42284ac9ebdef4132",
+                "sha256:fc8c9510cde0146432bbdb433322861ee8c3efbf8589865c8bf8d21cb30c4d14",
+                "sha256:ffe7fc9b6b36beadc8c322f84e1caff51e8703b88eee1da46d1e3a6ae11b4fd0"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==6.0.0"
+        },
         "pyarrow": {
             "hashes": [
                 "sha256:033b7cad32198754d93465dcfb71d0ba7cb7cd5c9afd7052cab7214676eec38b",
@@ -3715,30 +3739,30 @@
         },
         "scikit-learn": {
             "hashes": [
-                "sha256:057b991ac64b3e75c9c04b5f9395eaf19a6179244c089afdebaad98264bff37c",
-                "sha256:118a8d229a41158c9f90093e46b3737120a165181a1b58c03461447aa4657415",
-                "sha256:12e40ac48555e6b551f0a0a5743cc94cc5a765c9513fe708e01f0aa001da2801",
-                "sha256:174beb56e3e881c90424e21f576fa69c4ffcf5174632a79ab4461c4c960315ac",
-                "sha256:1b94d6440603752b27842eda97f6395f570941857456c606eb1d638efdb38184",
-                "sha256:1f77547165c00625551e5c250cefa3f03f2fc92c5e18668abd90bfc4be2e0bff",
-                "sha256:261fe334ca48f09ed64b8fae13f9b46cc43ac5f580c4a605cbb0a517456c8f71",
-                "sha256:2a65af2d8a6cce4e163a7951a4cfbfa7fceb2d5c013a4b593686c7f16445cf9d",
-                "sha256:2c75ea812cd83b1385bbfa94ae971f0d80adb338a9523f6bbcb5e0b0381151d4",
-                "sha256:40fb7d4a9a2db07e6e0cae4dc7bdbb8fada17043bac24104d8165e10e4cff1a2",
-                "sha256:460806030c666addee1f074788b3978329a5bfdc9b7d63e7aad3f6d45c67a210",
-                "sha256:47132440050b1c5beb95f8ba0b2402bbd9057ce96ec0ba86f2f445dd4f34df67",
-                "sha256:4c0c56c3005f2ec1db3787aeaabefa96256580678cec783986836fc64f8ff622",
-                "sha256:789e3db01c750ed6d496fa2db7d50637857b451e57bcae863bff707c1247bef7",
-                "sha256:855fc5fa8ed9e4f08291203af3d3e5fbdc4737bd617a371559aaa2088166046e",
-                "sha256:a03b09f9f7f09ffe8c5efffe2e9de1196c696d811be6798ad5eddf323c6f4d40",
-                "sha256:a3a10e1d9e834e84d05e468ec501a356226338778769317ee0b84043c0d8fb06",
-                "sha256:a90c5da84829a0b9b4bf00daf62754b2be741e66b5946911f5bdfaa869fcedd6",
-                "sha256:d82c2e573f0f2f2f0be897e7a31fcf4e73869247738ab8c3ce7245549af58ab8",
-                "sha256:df8ccabbf583315f13160a4bb06037bde99ea7d8211a69787a6b7c5d4ebb6fc3",
-                "sha256:f405c4dae288f5f6553b10c4ac9ea7754d5180ec11e296464adb5d6ac68b6ef5"
+                "sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1",
+                "sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414",
+                "sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1",
+                "sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2",
+                "sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21",
+                "sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d",
+                "sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac",
+                "sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915",
+                "sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395",
+                "sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d",
+                "sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf",
+                "sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745",
+                "sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855",
+                "sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956",
+                "sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4",
+                "sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b",
+                "sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b",
+                "sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1",
+                "sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe",
+                "sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74",
+                "sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.5.0"
+            "version": "==1.5.1"
         },
         "scipy": {
             "hashes": [
@@ -5720,6 +5744,7 @@
                 "sha256:fc8c9510cde0146432bbdb433322861ee8c3efbf8589865c8bf8d21cb30c4d14",
                 "sha256:ffe7fc9b6b36beadc8c322f84e1caff51e8703b88eee1da46d1e3a6ae11b4fd0"
             ],
+            "index": "pypi",
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
             "version": "==6.0.0"
         },

api/requirements.txt

@@ -132,7 +132,7 @@ nvidia-curand-cu12==10.3.2.106; platform_system == 'Linux' and platform_machine
 nvidia-cusolver-cu12==11.4.5.107; platform_system == 'Linux' and platform_machine == 'x86_64'
 nvidia-cusparse-cu12==12.1.0.106; platform_system == 'Linux' and platform_machine == 'x86_64'
 nvidia-nccl-cu12==2.19.3; platform_system == 'Linux' and platform_machine == 'x86_64'
-nvidia-nvjitlink-cu12==12.5.82; python_version >= '3'
+nvidia-nvjitlink-cu12==12.5.40; python_version >= '3'
 nvidia-nvtx-cu12==12.1.105; platform_system == 'Linux' and platform_machine == 'x86_64'
 olefile==0.47; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
 omegaconf==2.3.0; python_version >= '3.6'
@@ -164,6 +164,7 @@ presidio-analyzer==2.2.354
 presidio-anonymizer==2.2.354; python_version >= '3.5'
 proto-plus==1.24.0; python_version >= '3.7'
 protobuf==4.25.3; python_version >= '3.8'
+psutil==6.0.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'
 pyarrow==15.0.2; python_version >= '3.8'
 pyasn1==0.6.0; python_version >= '3.8'
 pyasn1-modules==0.4.0; python_version >= '3.8'
@@ -202,7 +203,7 @@ requests-toolbelt==1.0.0; python_version >= '2.7' and python_version not in '3.0
 rich==13.7.1; python_full_version >= '3.7.0'
 rsa==4.9; python_version >= '3.6' and python_version < '4'
 safetensors==0.4.3; python_version >= '3.7'
-scikit-learn==1.5.0; python_version >= '3.9'
+scikit-learn==1.5.1; python_version >= '3.9'
 scipy==1.14.0; python_version >= '3.10'
 setuptools==70.2.0; python_version >= '3.8'
 shellingham==1.5.4; python_version >= '3.7'