diff --git a/doc/changes/changes_0.6.0.md b/doc/changes/changes_0.6.0.md
index 6a808ba..ba59274 100644
--- a/doc/changes/changes_0.6.0.md
+++ b/doc/changes/changes_0.6.0.md
@@ -25,3 +25,4 @@ n/a
 ### Refactoring
 
 - #97: Improving the container deployment using the container deployer from [transformers-extension](https://github.com/exasol/transformers-extension/)  
+- #99: Making the scripts deployer accepting a pyexasol connection
\ No newline at end of file
diff --git a/doc/user_guide/user_guide.md b/doc/user_guide/user_guide.md
index 381c431..2f59936 100644
--- a/doc/user_guide/user_guide.md
+++ b/doc/user_guide/user_guide.md
@@ -64,7 +64,6 @@ Sagemaker Extension Package. See [the latest release](https://github.com/exasol/
       --bucketfs-use-https <USE_HTTPS_BOOL> \
       --bucket <BUCKETFS_NAME> \
       --path-in-bucket <PATH_IN_BUCKET> \
-      --language-alias PYTHON3_SME \ 
       --version <RELEASE_VERSION> \
       --ssl-cert-path <ssl-cert-path> \
       --use-ssl-cert-validation
@@ -128,7 +127,6 @@ There are two ways to install the language container: (1) using a python script
           --bucketfs-password <BUCKETFS_PASSWORD> \
           --bucket <BUCKETFS_NAME> \
           --path-in-bucket <PATH_IN_BUCKET> \
-          --language-alias PYTHON3_SME \ 
           --container-file <path/to/language_container_name.tar.gz>       
       ```
      Please note, that all considerations described in the Quick Installation 
diff --git a/exasol_sagemaker_extension/deployment/language_container_deployer.py b/exasol_sagemaker_extension/deployment/language_container_deployer.py
index d484f05..646ed29 100644
--- a/exasol_sagemaker_extension/deployment/language_container_deployer.py
+++ b/exasol_sagemaker_extension/deployment/language_container_deployer.py
@@ -15,6 +15,8 @@
 
 logger = logging.getLogger(__name__)
 
+LANGUAGE_ALIAS = 'PYTHON3_SME'
+
 
 def get_websocket_sslopt(use_ssl_cert_validation: bool = True,
                          ssl_trusted_ca: Optional[str] = None,
@@ -77,11 +79,12 @@ class LanguageContainerDeployer:
 
     def __init__(self,
                  pyexasol_connection: pyexasol.ExaConnection,
-                 language_alias: str,
                  bucketfs_location: BucketFSLocation) -> None:
 
         self._bucketfs_location = bucketfs_location
-        self._language_alias = language_alias
+        # At the moment the language alias has to be a fixed one,
+        # as its value is hardcoded in the scripts.
+        self._language_alias = LANGUAGE_ALIAS
         self._pyexasol_conn = pyexasol_connection
         logger.debug(f"Init {LanguageContainerDeployer.__name__}")
 
@@ -244,7 +247,7 @@ def _check_if_requested_language_alias_already_exists(
     def create(cls, bucketfs_name: str, bucketfs_host: str, bucketfs_port: int,
                bucketfs_use_https: bool, bucketfs_user: str,
                bucketfs_password: str, bucket: str, path_in_bucket: str,
-               dsn: str, db_user: str, db_password: str, language_alias: str,
+               dsn: str, db_user: str, db_password: str,
                use_ssl_cert_validation: bool = True, ssl_trusted_ca: Optional[str] = None,
                ssl_client_certificate: Optional[str] = None,
                ssl_private_key: Optional[str] = None) -> "LanguageContainerDeployer":
@@ -264,4 +267,4 @@ def create(cls, bucketfs_name: str, bucketfs_host: str, bucketfs_port: int,
             bucketfs_name, bucketfs_host, bucketfs_port, bucketfs_use_https,
             bucketfs_user, bucketfs_password, bucket, path_in_bucket)
 
-        return cls(pyexasol_conn, language_alias, bucketfs_location)
+        return cls(pyexasol_conn, bucketfs_location)
diff --git a/exasol_sagemaker_extension/deployment/language_container_deployer_cli.py b/exasol_sagemaker_extension/deployment/language_container_deployer_cli.py
index ff4b747..3e3a35c 100644
--- a/exasol_sagemaker_extension/deployment/language_container_deployer_cli.py
+++ b/exasol_sagemaker_extension/deployment/language_container_deployer_cli.py
@@ -101,7 +101,6 @@ def clear_formatters(self):
 @click.option('--db-user', type=str, required=True)
 @click.option('--db-pass', prompt='db password', hide_input=True,
               default=lambda: os.environ.get(DB_PASSWORD_ENVIRONMENT_VARIABLE, ""))
-@click.option('--language-alias', type=str, default="PYTHON3_TE")
 @click.option('--ssl-cert-path', type=str, default="")
 @click.option('--ssl-client-cert-path', type=str, default="")
 @click.option('--ssl-client-private-key', type=str, default="")
@@ -122,7 +121,6 @@ def language_container_deployer_main(
         dsn: str,
         db_user: str,
         db_pass: str,
-        language_alias: str,
         ssl_cert_path: str,
         ssl_client_cert_path: str,
         ssl_client_private_key: str,
@@ -145,7 +143,6 @@ def language_container_deployer_main(
         dsn=dsn,
         db_user=db_user,
         db_password=db_pass,
-        language_alias=language_alias,
         ssl_trusted_ca=ssl_cert_path,
         ssl_client_certificate=ssl_client_cert_path,
         ssl_private_key=ssl_client_private_key,
diff --git a/poetry.lock b/poetry.lock
index 2b6ef4a..96840cd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1026,16 +1026,17 @@ files = [
 
 [[package]]
 name = "pyexasol"
-version = "0.24.0"
+version = "0.25.2"
 description = "Exasol python driver with extra features"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pyexasol-0.24.0-py3-none-any.whl", hash = "sha256:ec39abd065794d3a1a6a2686cfc2f8b39c30b90382478b468d419b12e410fe2b"},
-    {file = "pyexasol-0.24.0.tar.gz", hash = "sha256:284138e599575a4edbcc251789595138c9a34826eca2bf6d8bad45fc063bc0e1"},
+    {file = "pyexasol-0.25.2-py3-none-any.whl", hash = "sha256:54be5c75f0867a4838b84b5b5a37466c33fa9b1ca6bf51d9c3d821d367936e6e"},
+    {file = "pyexasol-0.25.2.tar.gz", hash = "sha256:3b42cb2c32b7b2ffe7a78c82bf21c3a391043758f2a575c48460252a72386691"},
 ]
 
 [package.dependencies]
+packaging = "*"
 pyopenssl = "*"
 rsa = "*"
 websocket-client = ">=1.0.1"
@@ -1242,110 +1243,110 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.13.2"
+version = "0.15.2"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1672,4 +1673,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<4.0"
-content-hash = "37259a117c7435432907fa9d32898c71b0869b0f2969013ef993247a13504647"
+content-hash = "d63e61bc5056d660a16f1569c93114c1bc69504ebdaf74a5d2d8685e9acb5658"
diff --git a/pyproject.toml b/pyproject.toml
index b7dfa80..b33d4ff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ boto3 = "1.26.163"
 botocore = "1.29.163"
 protobuf = ">=3.1,<=3.20.0"
 sagemaker = "^2.59.1"
-pyexasol = "^0.24.0"
+pyexasol = "^0.25.0"
 importlib-resources = "^5.2.0"
 click = "^8.0.3"
 typeguard = "^2.11.1"