diff --git a/setup.py b/setup.py
index ae32d11..6c48fc9 100644
--- a/setup.py
+++ b/setup.py
@@ -6,7 +6,7 @@
 
 if sys.version_info < (3, 7):
     raise RuntimeError("skyflow requires Python 3.7+")
-current_version = '1.15.6.dev0+fcfb86f'
+current_version = '1.15.6'
 
 setup(
     name='skyflow',
diff --git a/skyflow/vault/_client.py b/skyflow/vault/_client.py
index e21dcba..96d8623 100644
--- a/skyflow/vault/_client.py
+++ b/skyflow/vault/_client.py
@@ -5,6 +5,7 @@
 import types
 import requests
 import asyncio
+from requests.adapters import HTTPAdapter
 from skyflow.vault._insert import getInsertRequestBody, processResponse, convertResponse
 from skyflow.vault._update import sendUpdateRequests, createUpdateResponseBody
 from skyflow.vault._config import Configuration, ConnectionConfig, DeleteOptions, DetokenizeOptions, GetOptions, InsertOptions, UpdateOptions, QueryOptions
@@ -36,49 +37,71 @@ def __init__(self, config: Configuration):
             raise SkyflowError(SkyflowErrorCodes.INVALID_INPUT, SkyflowErrorMessages.TOKEN_PROVIDER_ERROR.value % (
                 str(type(config.tokenProvider))), interface=interface)
 
+        self._create_session()
         self.vaultID = config.vaultID
         self.vaultURL = config.vaultURL.rstrip('/')
         self.tokenProvider = config.tokenProvider
         self.storedToken = ''
         log_info(InfoMessages.CLIENT_INITIALIZED.value, interface=interface)
+        
+    def _create_session(self):
+        self.session = requests.Session()
+        adapter = HTTPAdapter(pool_connections=1, pool_maxsize=25, pool_block=True)
+        self.session.mount("https://", adapter)
+
+    def __del__(self):
+        if (self.session is not None):
+            log_info(InfoMessages.CLOSING_SESSION.value, interface=InterfaceName.CLIENT.value)
+            self.session.close()
+            self.session = None
+            
+    def _get_session(self):
+        if (self.session is None):
+            self._create_session()
+        return self.session
 
     def insert(self, records: dict, options: InsertOptions = InsertOptions()):
+        max_retries = 1
         interface = InterfaceName.INSERT.value
         log_info(InfoMessages.INSERT_TRIGGERED.value, interface=interface)
         self._checkConfig(interface)
-
         jsonBody = getInsertRequestBody(records, options)
         requestURL = self._get_complete_vault_url()
-        self.storedToken = tokenProviderWrapper(
-            self.storedToken, self.tokenProvider, interface)
-        headers = {
-            "Authorization": "Bearer " + self.storedToken,
-            "sky-metadata": json.dumps(getMetrics())
-        }
-        max_retries = 3
-        # Use for-loop for retry logic, avoid code repetition
-        for attempt in range(max_retries+1):
+
+        for attempt in range(max_retries + 1):
             try:
-                # If jsonBody is a dict, use json=, else use data=
-                response = requests.post(requestURL, data=jsonBody, headers=headers)
+                self.storedToken = tokenProviderWrapper(
+                    self.storedToken, self.tokenProvider, interface)
+                headers = {
+                    "Authorization": "Bearer " + self.storedToken,
+                    "sky-metadata": json.dumps(getMetrics()),
+                }
+                response = self._get_session().post(
+                    requestURL,
+                    data=jsonBody,
+                    headers=headers,
+                )
                 processedResponse = processResponse(response)
                 result, partial = convertResponse(records, processedResponse, options)
                 if partial:
                     log_error(SkyflowErrorMessages.BATCH_INSERT_PARTIAL_SUCCESS.value, interface)
-                    raise SkyflowError(SkyflowErrorCodes.PARTIAL_SUCCESS, SkyflowErrorMessages.BATCH_INSERT_PARTIAL_SUCCESS.value, result, interface=interface)
-                if 'records' not in result:
+                elif 'records' not in result:
                     log_error(SkyflowErrorMessages.BATCH_INSERT_FAILURE.value, interface)
-                    raise SkyflowError(SkyflowErrorCodes.SERVER_ERROR, SkyflowErrorMessages.BATCH_INSERT_FAILURE.value, result, interface=interface)
-                log_info(InfoMessages.INSERT_DATA_SUCCESS.value, interface)
+                else:
+                    log_info(InfoMessages.INSERT_DATA_SUCCESS.value, interface)
                 return result
-            except Exception as err:
+            except requests.exceptions.ConnectionError as err:
                 if attempt < max_retries:
-                    continue
-                else:
-                    if isinstance(err, SkyflowError):
-                        raise err
-                    else:
-                        raise SkyflowError(SkyflowErrorCodes.SERVER_ERROR, f"Error occurred: {err}", interface=interface)
+                    continue                
+                raise SkyflowError(
+                    SkyflowErrorCodes.SERVER_ERROR, 
+                    SkyflowErrorMessages.NETWORK_ERROR.value % str(err),
+                    interface=interface
+                )
+            except SkyflowError as err:
+                if  err.code != SkyflowErrorCodes.SERVER_ERROR or attempt >= max_retries:
+                    raise err
+                continue
 
     def detokenize(self, records: dict, options: DetokenizeOptions = DetokenizeOptions()):
         interface = InterfaceName.DETOKENIZE.value
@@ -292,4 +315,4 @@ def delete(self, records: dict, options: DeleteOptions = DeleteOptions()):
 
         else:
             log_info(InfoMessages.DELETE_DATA_SUCCESS.value, interface)
-            return result
+            return result
\ No newline at end of file
diff --git a/skyflow/version.py b/skyflow/version.py
index ce8f9ca..491b079 100644
--- a/skyflow/version.py
+++ b/skyflow/version.py
@@ -1 +1 @@
-SDK_VERSION = '1.15.6.dev0+fcfb86f'
\ No newline at end of file
+SDK_VERSION = '1.15.6'
\ No newline at end of file