diff --git a/Pipfile b/Pipfile
index db43b4a..c9d32ec 100644
--- a/Pipfile
+++ b/Pipfile
@@ -24,7 +24,7 @@ drf-nested-routers = "==0.93.4"
 drf-spectacular = "==0.27.0"
 requests = "==2.31.0"
 openai = "==1.2.4"
-pinecone-client = "==2.2.4"
+pinecone-client = "==4.0.0"
 pypdf2 = "==3.0.1"
 tiktoken = "==0.5.2"
 langchain = "==0.0.352"
diff --git a/Pipfile.lock b/Pipfile.lock
index 3c9b016..adf9bb7 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "63b31ab91cb495e4a97169808cd4de31645b941b2e62433ce1c0d9a7650b2565"
+            "sha256": "a3d006ac0369e8e5dd30a46b1b8c86b6e5139d3ef05eb8a9cec2d9bb57f2108e"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -1175,12 +1175,12 @@
         },
         "pinecone-client": {
             "hashes": [
-                "sha256:2c1cc1d6648b2be66e944db2ffa59166a37b9164d1135ad525d9cd8b1e298168",
-                "sha256:5bf496c01c2f82f4e5c2dc977cc5062ecd7168b8ed90743b09afcc8c7eb242ec"
+                "sha256:606a6acb70e387ebcc2ae29b1848f197e58226d1d7267ea87a22cb561a36bdf1",
+                "sha256:d44db212e64aa343d14efc9b08e9e45d98ba7b681f63298b87033542ea017f23"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==2.2.4"
+            "markers": "python_version >= '3.8' and python_version < '4.0'",
+            "version": "==4.0.0"
         },
         "ply": {
             "hashes": [
@@ -1838,11 +1838,11 @@
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783",
-                "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"
+                "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0",
+                "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.9.0"
+            "version": "==4.11.0"
         },
         "typing-inspect": {
             "hashes": [
@@ -1869,11 +1869,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84",
-                "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"
+                "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d",
+                "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2.0.7"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.2.1"
         },
         "vine": {
             "hashes": [