diff --git a/api/Pipfile b/api/Pipfile
index 420561b..fea9558 100644
--- a/api/Pipfile
+++ b/api/Pipfile
@@ -27,6 +27,7 @@ sqlalchemy = "*"
 mysql-connector-python = "*"
 langchain = "*"
 transformers = "*"
+chardet = "*"
 
 [dev-packages]
 pytest = "*"
diff --git a/api/Pipfile.lock b/api/Pipfile.lock
index 1a1a18b..1bef05b 100644
--- a/api/Pipfile.lock
+++ b/api/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "969eefb0c39fe11ba0b8269ea615c594227465fe6b55bcb1755dbb6857cfa13a"
+            "sha256": "6e622f28c8dbbcbc56f936f28b9474b4a5260e945d4000a27e82b227e931ce13"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,96 +18,85 @@
     "default": {
         "aiohttp": {
             "hashes": [
-                "sha256:002f23e6ea8d3dd8d149e569fd580c999232b5fbc601c48d55398fbc2e582e8c",
-                "sha256:01770d8c04bd8db568abb636c1fdd4f7140b284b8b3e0b4584f070180c1e5c62",
-                "sha256:0912ed87fee967940aacc5306d3aa8ba3a459fcd12add0b407081fbefc931e53",
-                "sha256:0cccd1de239afa866e4ce5c789b3032442f19c261c7d8a01183fd956b1935349",
-                "sha256:0fa375b3d34e71ccccf172cab401cd94a72de7a8cc01847a7b3386204093bb47",
-                "sha256:13da35c9ceb847732bf5c6c5781dcf4780e14392e5d3b3c689f6d22f8e15ae31",
-                "sha256:14cd52ccf40006c7a6cd34a0f8663734e5363fd981807173faf3a017e202fec9",
-                "sha256:16d330b3b9db87c3883e565340d292638a878236418b23cc8b9b11a054aaa887",
-                "sha256:1bed815f3dc3d915c5c1e556c397c8667826fbc1b935d95b0ad680787896a358",
-                "sha256:1d84166673694841d8953f0a8d0c90e1087739d24632fe86b1a08819168b4566",
-                "sha256:1f13f60d78224f0dace220d8ab4ef1dbc37115eeeab8c06804fec11bec2bbd07",
-                "sha256:229852e147f44da0241954fc6cb910ba074e597f06789c867cb7fb0621e0ba7a",
-                "sha256:253bf92b744b3170eb4c4ca2fa58f9c4b87aeb1df42f71d4e78815e6e8b73c9e",
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-                "sha256:2817b2f66ca82ee699acd90e05c95e79bbf1dc986abb62b61ec8aaf851e81c93",
-                "sha256:2b8d4e166e600dcfbff51919c7a3789ff6ca8b3ecce16e1d9c96d95dd569eb4c",
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+                "sha256:f1088fa100bf46e7b398ffd9904f4808a0612e1d966b4aa43baa535d1b6341eb",
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+                "sha256:ff30218887e62209942f91ac1be902cc80cddb86bf00fbc6783b7a43b2bea26f"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==3.8.6"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.9.3"
         },
         "aiosignal": {
             "hashes": [
@@ -119,12 +108,12 @@
         },
         "alembic": {
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@@ -136,131 +125,132 @@
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         "click": {
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@@ -272,36 +262,28 @@
         },
         "dataclasses-json": {
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@@ -406,19 +468,19 @@
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@@ -456,36 +518,44 @@
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@@ -548,91 +618,107 @@
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@@ -644,31 +730,36 @@
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@@ -724,169 +815,114 @@
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@@ -1049,123 +1091,127 @@
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@@ -1246,168 +1292,187 @@
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+                "sha256:aa102d6d280a5455ad6a0f9e6d769989638718e938a6a0a2ff3f4a7ff8c62cc4",
+                "sha256:aaaea1e536f98754a6e5c56091baa1b6ce2f2700cc4a00b0d49eca8dea471074",
+                "sha256:ad4d7a90a92e528aadf4965d685c17dacff3df282db1121136c382dc0b6014d2",
+                "sha256:b8477c1ee4bd47c57d49621a062121c3023609f7a13b8a46953eb6c9716ca392",
+                "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91",
+                "sha256:bac8d525a8dbc2a1507ec731d2867025d11ceadcb4dd421423a5d42c56818541",
+                "sha256:bef596fdaa8f26e3d66af846bbe77057237cb6e8efff8cd7cc8dff9a62278bbf",
+                "sha256:c0ec0ed476f77db9fb29bca17f0a8fcc7bc97ad4c6c1d8959c507decb22e8572",
+                "sha256:c38c9ddb6103ceae4e4498f9c08fac9b590c5c71b0370f98714768e22ac6fa66",
+                "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575",
+                "sha256:c74018551e31269d56fab81a728f683667e7c28c04e807ba08f8c9e3bba32f14",
+                "sha256:ca06675212f94e7a610e85ca36948bb8fc023e458dd6c63ef71abfd482481aa5",
+                "sha256:d1d2532b340b692880261c15aee4dc94dd22ca5d61b9db9a8a361953d36410b1",
+                "sha256:d25039a474c4c72a5ad4b52495056f843a7ff07b632c1b92ea9043a3d9950f6e",
+                "sha256:d5ff2c858f5f6a42c2a8e751100f237c5e869cbde669a724f2062d4c4ef93551",
+                "sha256:d7d7f7de27b8944f1fee2c26a88b4dabc2409d2fea7a9ed3df79b67277644e17",
+                "sha256:d7eeb6d22331e2fd42fce928a81c697c9ee2d51400bd1a28803965883e13cead",
+                "sha256:d8a1c6c0be645c745a081c192e747c5de06e944a0d21245f4cf7c05e457c36e0",
+                "sha256:d8b889777de69897406c9fb0b76cdf2fd0f31267861ae7501d93003d55f54fbe",
+                "sha256:d9e09c9d74f4566e905a0b8fa668c58109f7624db96a2171f21747abc7524234",
+                "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0",
+                "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7",
+                "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34",
+                "sha256:e23a6d84d9d1738dbc6e38167776107e63307dfc8ad108e580548d1f2c587f42",
+                "sha256:e516dc8baf7b380e6c1c26792610230f37147bb754d6426462ab115a02944385",
+                "sha256:ea65804b5dc88dacd4a40279af0cdadcfe74b3e5b4c897aa0d81cf86927fee78",
+                "sha256:ec61d826d80fc293ed46c9dd26995921e3a82146feacd952ef0757236fc137be",
+                "sha256:ee04010f26d5102399bd17f8df8bc38dc7ccd7701dc77f4a68c5b8d733406958",
+                "sha256:f3bc6af6e2b8f92eced34ef6a96ffb248e863af20ef4fde9448cc8c9b858b749",
+                "sha256:f7d6b36dd2e029b6bcb8a13cf19664c7b8e19ab3a58e0fefbb5b8461447ed5ec"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.9.2"
+            "version": "==1.9.4"
         }
     },
     "develop": {
@@ -1533,20 +1614,20 @@
         },
         "pluggy": {
             "hashes": [
-                "sha256:cf61ae8f126ac6f7c451172cf30e3e43d3ca77615509771b3a984a0730651e12",
-                "sha256:d89c696a773f8bd377d18e5ecda92b7a3793cbe66c87060a6fb58c7b6e1061f7"
+                "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981",
+                "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.3.0"
+            "version": "==1.4.0"
         },
         "pytest": {
             "hashes": [
-                "sha256:1d881c6124e08ff0a1bb75ba3ec0bfd8b5354a01c194ddd5a0a870a48d99b002",
-                "sha256:a766259cfab564a2ad52cb1aae1b881a75c3eb7e34ca3779697c23ed47c47069"
+                "sha256:267f6563751877d772019b13aacbe4e860d73fe8f651f28112e9ac37de7513ae",
+                "sha256:3e4f16fe1c0a9dc9d9389161c127c3edc5d810c38d6793042fb81d9f48a59fca"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==7.4.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.0.1"
         }
     }
 }
diff --git a/api/setup.py b/api/setup.py
index b83188e..cdaed00 100644
--- a/api/setup.py
+++ b/api/setup.py
@@ -21,6 +21,7 @@ setup(
         'python-dotenv',
         'discord-webhook',
         'requests',
+        'langchain',
 
         'alembic',
         'sqlalchemy',