diff --git a/deploy_ai_search_indexes/pyproject.toml b/deploy_ai_search_indexes/pyproject.toml
index b0b555b..f07e0b6 100644
--- a/deploy_ai_search_indexes/pyproject.toml
+++ b/deploy_ai_search_indexes/pyproject.toml
@@ -37,8 +37,8 @@ snowflake = [
 databricks = [
     "text_2_sql_core[databricks]",
 ]
-postgresql = [
-    "text_2_sql_core[postgresql]",
+postgres = [
+    "text_2_sql_core[postgres]",
 ]
 sqlite = [
     "text_2_sql_core[sqlite]",
diff --git a/image_processing/src/image_processing/requirements.txt b/image_processing/src/image_processing/requirements.txt
index 4d84a0f..c868968 100644
--- a/image_processing/src/image_processing/requirements.txt
+++ b/image_processing/src/image_processing/requirements.txt
@@ -20,7 +20,7 @@ beautifulsoup4==4.12.3
 blis==0.7.11
 bs4==0.0.2
 catalogue==2.0.10
-certifi==2024.12.14
+certifi==2025.1.31
 cffi==1.17.1 ; platform_python_implementation != 'PyPy'
 charset-normalizer==3.4.1
 click==8.1.8
@@ -38,7 +38,7 @@ fsspec==2024.12.0
 h11==0.14.0
 httpcore==1.0.7
 httpx==0.28.1
-huggingface-hub==0.28.0
+huggingface-hub==0.28.1
 idna==3.10
 isodate==0.7.2
 jinja2==3.1.5
@@ -74,7 +74,7 @@ pyjwt==2.10.1
 pymupdf==1.25.2
 python-dateutil==2.9.0.post0
 python-dotenv==1.0.1
-pytz==2024.2
+pytz==2025.1
 pywin32==308 ; sys_platform == 'win32'
 pyyaml==6.0.2
 regex==2024.11.6
diff --git a/text_2_sql/.env.example b/text_2_sql/.env.example
index 9a705d3..de226b1 100644
--- a/text_2_sql/.env.example
+++ b/text_2_sql/.env.example
@@ -1,7 +1,7 @@
 # Environment variables for Text2SQL
 IdentityType=<identityType> # system_assigned or user_assigned or key
 
-Text2Sql__DatabaseEngine=<DatabaseEngine> # TSQL or PostgreSQL or Snowflake or Databricks
+Text2Sql__DatabaseEngine=<DatabaseEngine> # TSQL or Postgres or Snowflake or Databricks
 Text2Sql__UseQueryCache=<Determines if the Query Cache will be used to speed up query generation. Defaults to True.> # True or False
 Text2Sql__PreRunQueryCache=<Determines if the results from the Query Cache will be pre-run to speed up answer generation. Defaults to True.> # True or False
 Text2Sql__UseColumnValueStore=<Determines if the Column Value Store will be used for schema selection Defaults to True.> # True or False
@@ -26,13 +26,13 @@ AIService__AzureSearchOptions__Text2SqlColumnValueStore__Index=<Column value sto
 Text2Sql__Tsql__ConnectionString=<Tsql databaseConnectionString if using Tsql Data Source>
 Text2Sql__Tsql__Database=<Tsql database if using Tsql Data Source>
 
-# PostgreSQL Specific Connection Details
-Text2Sql__Postgresql__ConnectionString=<Postgresql databaseConnectionString if using Postgresql Data Source and a connection string>
-Text2Sql__Postgresql__Database=<Postgresql database if using Postgresql Data Source>
-Text2Sql__Postgresql__User=<Postgresql user if using Postgresql Data Source and not the connections string>
-Text2Sql__Postgresql__Password=<Postgresql password if using Postgresql Data Source and not the connections string>
-Text2Sql__Postgresql__ServerHostname=<Postgresql serverHostname if using Postgresql Data Source and not the connections string>
-Text2Sql__Postgresql__Port=<Postgresql port if using Postgresql Data Source and not the connections string>
+# Postgres Specific Connection Details
+Text2Sql__Postgres__ConnectionString=<Postgres databaseConnectionString if using Postgres Data Source and a connection string>
+Text2Sql__Postgres__Database=<Postgres database if using Postgres Data Source>
+Text2Sql__Postgres__User=<Postgres user if using Postgres Data Source and not the connections string>
+Text2Sql__Postgres__Password=<Postgres password if using Postgres Data Source and not the connections string>
+Text2Sql__Postgres__ServerHostname=<Postgres serverHostname if using Postgres Data Source and not the connections string>
+Text2Sql__Postgres__Port=<Postgres port if using Postgres Data Source and not the connections string>
 
 # Snowflake Specific Connection Details
 Text2Sql__Snowflake__User=<snowflakeUser if using Snowflake Data Source>
diff --git a/text_2_sql/autogen/pyproject.toml b/text_2_sql/autogen/pyproject.toml
index e503dd7..8506402 100644
--- a/text_2_sql/autogen/pyproject.toml
+++ b/text_2_sql/autogen/pyproject.toml
@@ -42,8 +42,8 @@ snowflake = [
 databricks = [
     "text_2_sql_core[databricks]",
 ]
-postgresql = [
-    "text_2_sql_core[postgresql]",
+postgres = [
+    "text_2_sql_core[postgres]",
 ]
 sqlite = [
     "text_2_sql_core[sqlite]",
diff --git a/text_2_sql/data_dictionary/README.md b/text_2_sql/data_dictionary/README.md
index 3251ba6..b0dedd2 100644
--- a/text_2_sql/data_dictionary/README.md
+++ b/text_2_sql/data_dictionary/README.md
@@ -218,7 +218,7 @@ The following Databases have pre-built scripts for them:
 - **Databricks:** `./text_2_sql_core/data_dictionary/databricks_data_dictionary_creator.py`
 - **Snowflake:** `./text_2_sql_core/data_dictionary/snowflake_data_dictionary_creator.py`
 - **TSQL:** `./text_2_sql_core/data_dictionary/tsql_data_dictionary_creator.py`
-- **PostgreSQL:** `./text_2_sql_core/data_dictionary/postgresql_data_dictionary_creator.py`
+- **Postgres:** `./text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py`
 
 If there is no pre-built script for your database engine, take one of the above as a starting point and adjust it.
 
diff --git a/text_2_sql/text_2_sql_core/pyproject.toml b/text_2_sql/text_2_sql_core/pyproject.toml
index b6e7fd0..36e5e0d 100644
--- a/text_2_sql/text_2_sql_core/pyproject.toml
+++ b/text_2_sql/text_2_sql_core/pyproject.toml
@@ -47,7 +47,7 @@ databricks = [
     "databricks-sql-connector>=3.0.1",
     "pyarrow>=14.0.2,<17",
 ]
-postgresql = [
+postgres = [
     "psycopg>=3.2.3",
 ]
 sqlite = [
diff --git a/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/factory.py b/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/factory.py
index a409f5b..a48c1a1 100644
--- a/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/factory.py
+++ b/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/factory.py
@@ -25,12 +25,12 @@ def get_database_connector():
                 from text_2_sql_core.connectors.tsql_sql import TsqlSqlConnector
 
                 return TsqlSqlConnector()
-            elif os.environ["Text2Sql__DatabaseEngine"].upper() == "POSTGRESQL":
-                from text_2_sql_core.connectors.postgresql_sql import (
-                    PostgresqlSqlConnector,
+            elif os.environ["Text2Sql__DatabaseEngine"].upper() == "POSTGRES":
+                from text_2_sql_core.connectors.postgres_sql import (
+                    PostgresSqlConnector,
                 )
 
-                return PostgresqlSqlConnector()
+                return PostgresSqlConnector()
             elif os.environ["Text2Sql__DatabaseEngine"].upper() == "SQLITE":
                 from text_2_sql_core.connectors.sqlite_sql import SQLiteSqlConnector
 
diff --git a/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgresql_sql.py b/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgres_sql.py
similarity index 84%
rename from text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgresql_sql.py
rename to text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgres_sql.py
index 396d38b..a6e8174 100644
--- a/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgresql_sql.py
+++ b/text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgres_sql.py
@@ -10,11 +10,11 @@
 from text_2_sql_core.utils.database import DatabaseEngine, DatabaseEngineSpecificFields
 
 
-class PostgresqlSqlConnector(SqlConnector):
+class PostgresSqlConnector(SqlConnector):
     def __init__(self):
         super().__init__()
 
-        self.database_engine = DatabaseEngine.POSTGRESQL
+        self.database_engine = DatabaseEngine.POSTGRES
 
     @property
     def engine_specific_rules(self) -> str:
@@ -54,7 +54,7 @@ async def query_execution(
         cast_to: any = None,
         limit=None,
     ) -> list[dict]:
-        """Run the SQL query against the PostgreSQL database asynchronously.
+        """Run the SQL query against the Postgres database asynchronously.
 
         Args:
         ----
@@ -67,10 +67,10 @@ async def query_execution(
         logging.info(f"Running query: {sql_query}")
         results = []
 
-        if "Text2Sql__Postgresql__ConnectionString" in os.environ:
-            logging.info("Postgresql Connection string found in environment variables.")
+        if "Text2Sql__Postgres__ConnectionString" in os.environ:
+            logging.info("Postgres Connection string found in environment variables.")
 
-            p = urlparse(os.environ["Text2Sql__Postgresql__ConnectionString"])
+            p = urlparse(os.environ["Text2Sql__Postgres__ConnectionString"])
 
             postgres_connections = {
                 "dbname": p.path[1:],
@@ -81,17 +81,17 @@ async def query_execution(
             }
         else:
             logging.warning(
-                "Postgresql Connection string not found in environment variables. Using individual variables."
+                "Postgres Connection string not found in environment variables. Using individual variables."
             )
             postgres_connections = {
-                "dbname": os.environ["Text2Sql__Postgresql__Database"],
-                "user": os.environ["Text2Sql__Postgresql__User"],
-                "password": os.environ["Text2Sql__Postgresql__Password"],
-                "port": os.environ["Text2Sql__Postgresql__Port"],
-                "host": os.environ["Text2Sql__Postgresql__ServerHostname"],
+                "dbname": os.environ["Text2Sql__Postgres__Database"],
+                "user": os.environ["Text2Sql__Postgres__User"],
+                "password": os.environ["Text2Sql__Postgres__Password"],
+                "port": os.environ["Text2Sql__Postgres__Port"],
+                "host": os.environ["Text2Sql__Postgres__ServerHostname"],
             }
 
-        # Establish an asynchronous connection to the PostgreSQL database
+        # Establish an asynchronous connection to the Postgres database
         async with await psycopg.AsyncConnection.connect(
             **postgres_connections
         ) as conn:
diff --git a/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/cli.py b/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/cli.py
index 01bb490..ff53298 100644
--- a/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/cli.py
+++ b/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/cli.py
@@ -91,12 +91,12 @@ def create(
             data_dictionary_creator = TsqlDataDictionaryCreator(
                 **kwargs,
             )
-        elif engine == DatabaseEngine.POSTGRESQL:
-            from text_2_sql_core.data_dictionary.postgresql_data_dictionary_creator import (
-                PostgresqlDataDictionaryCreator,
+        elif engine == DatabaseEngine.POSTGRES:
+            from text_2_sql_core.data_dictionary.postgres_data_dictionary_creator import (
+                PostgresDataDictionaryCreator,
             )
 
-            data_dictionary_creator = PostgresqlDataDictionaryCreator(
+            data_dictionary_creator = PostgresDataDictionaryCreator(
                 **kwargs,
             )
         else:
diff --git a/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgresql_data_dictionary_creator.py b/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py
similarity index 87%
rename from text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgresql_data_dictionary_creator.py
rename to text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py
index 5d2c3fa..81f76e9 100644
--- a/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgresql_data_dictionary_creator.py
+++ b/text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py
@@ -8,23 +8,23 @@
 import os
 
 from text_2_sql_core.utils.database import DatabaseEngine
-from text_2_sql_core.connectors.postgresql_sql import PostgresqlSqlConnector
+from text_2_sql_core.connectors.postgres_sql import PostgresSqlConnector
 
 
-class PostgresqlDataDictionaryCreator(DataDictionaryCreator):
+class PostgresDataDictionaryCreator(DataDictionaryCreator):
     def __init__(self, **kwargs):
         """A method to initialize the DataDictionaryCreator class."""
         excluded_schemas = ["information_schema", "pg_catalog"]
         super().__init__(excluded_schemas=excluded_schemas, **kwargs)
 
-        self.database = os.environ["Text2Sql__Postgresql__Database"]
-        self.database_engine = DatabaseEngine.POSTGRESQL
+        self.database = os.environ["Text2Sql__Postgres__Database"]
+        self.database_engine = DatabaseEngine.POSTGRES
 
-        self.sql_connector = PostgresqlSqlConnector()
+        self.sql_connector = PostgresSqlConnector()
 
     @property
     def extract_table_entities_sql_query(self) -> str:
-        """A property to extract table entities from a PostgreSQL database."""
+        """A property to extract table entities from a Postgres database."""
         return """SELECT
             t.table_name AS "Entity",
             t.table_schema AS "EntitySchema",
@@ -46,7 +46,7 @@ def extract_table_entities_sql_query(self) -> str:
 
     @property
     def extract_view_entities_sql_query(self) -> str:
-        """A property to extract view entities from a PostgreSQL database."""
+        """A property to extract view entities from a Postgres database."""
         return """SELECT
             v.table_name AS "Entity",
             v.table_schema AS "EntitySchema",
@@ -65,7 +65,7 @@ def extract_view_entities_sql_query(self) -> str:
             "EntitySchema", "Entity";"""
 
     def extract_columns_sql_query(self, entity: EntityItem) -> str:
-        """A property to extract column information from a PostgreSQL database."""
+        """A property to extract column information from a Postgres database."""
         return f"""SELECT
             c.attname AS "Name",
             t.typname AS "DataType",
@@ -89,7 +89,7 @@ def extract_columns_sql_query(self, entity: EntityItem) -> str:
 
     @property
     def extract_entity_relationships_sql_query(self) -> str:
-        """A property to extract entity relationships from a PostgreSQL database."""
+        """A property to extract entity relationships from a Postgres database."""
         return """SELECT
             fk_schema.nspname AS "EntitySchema",
             fk_tab.relname AS "Entity",
@@ -116,5 +116,5 @@ def extract_entity_relationships_sql_query(self) -> str:
 
 
 if __name__ == "__main__":
-    data_dictionary_creator = PostgresqlDataDictionaryCreator()
+    data_dictionary_creator = PostgresDataDictionaryCreator()
     asyncio.run(data_dictionary_creator.create_data_dictionary())
diff --git a/text_2_sql/text_2_sql_core/src/text_2_sql_core/utils/database.py b/text_2_sql/text_2_sql_core/src/text_2_sql_core/utils/database.py
index dce2a71..540acb2 100644
--- a/text_2_sql/text_2_sql_core/src/text_2_sql_core/utils/database.py
+++ b/text_2_sql/text_2_sql_core/src/text_2_sql_core/utils/database.py
@@ -7,7 +7,7 @@ class DatabaseEngine(StrEnum):
     DATABRICKS = "DATABRICKS"
     SNOWFLAKE = "SNOWFLAKE"
     TSQL = "TSQL"
-    POSTGRESQL = "POSTGRESQL"
+    POSTGRES = "POSTGRES"
     SQLITE = "SQLITE"
 
 
diff --git a/uv.lock b/uv.lock
index 51f7a94..b57b577 100644
--- a/uv.lock
+++ b/uv.lock
@@ -330,8 +330,8 @@ dependencies = [
 databricks = [
     { name = "text-2-sql-core", extra = ["databricks"] },
 ]
-postgresql = [
-    { name = "text-2-sql-core", extra = ["postgresql"] },
+postgres = [
+    { name = "text-2-sql-core", extra = ["postgres"] },
 ]
 snowflake = [
     { name = "text-2-sql-core", extra = ["snowflake"] },
@@ -365,7 +365,7 @@ requires-dist = [
     { name = "sqlparse", specifier = ">=0.4.4" },
     { name = "text-2-sql-core", editable = "text_2_sql/text_2_sql_core" },
     { name = "text-2-sql-core", extras = ["databricks"], marker = "extra == 'databricks'", editable = "text_2_sql/text_2_sql_core" },
-    { name = "text-2-sql-core", extras = ["postgresql"], marker = "extra == 'postgresql'", editable = "text_2_sql/text_2_sql_core" },
+    { name = "text-2-sql-core", extras = ["postgres"], marker = "extra == 'postgres'", editable = "text_2_sql/text_2_sql_core" },
     { name = "text-2-sql-core", extras = ["snowflake"], marker = "extra == 'snowflake'", editable = "text_2_sql/text_2_sql_core" },
     { name = "text-2-sql-core", extras = ["sqlite"], marker = "extra == 'sqlite'", editable = "text_2_sql/text_2_sql_core" },
 ]
@@ -674,11 +674,11 @@ wheels = [
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0f/bd/1d41ee578ce09523c81a15426705dd20969f5abf006d1afe8aeff0dd776a/certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db", size = 166010 }
+sdist = { url = "https://files.pythonhosted.org/packages/1c/ab/c9f1e32b7b1bf505bf26f0ef697775960db7932abeb7b516de930ba2705f/certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651", size = 167577 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a5/32/8f6669fc4798494966bf446c8c4a162e0b5d893dff088afddf76414f70e1/certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56", size = 164927 },
+    { url = "https://files.pythonhosted.org/packages/38/fc/bce832fd4fd99766c04d1ee0eead6b0ec6486fb100ae5e74c1d91292b982/certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe", size = 166393 },
 ]
 
 [[package]]
@@ -973,8 +973,8 @@ dependencies = [
 databricks = [
     { name = "text-2-sql-core", extra = ["databricks"] },
 ]
-postgresql = [
-    { name = "text-2-sql-core", extra = ["postgresql"] },
+postgres = [
+    { name = "text-2-sql-core", extra = ["postgres"] },
 ]
 snowflake = [
     { name = "text-2-sql-core", extra = ["snowflake"] },
@@ -1003,7 +1003,7 @@ requires-dist = [
     { name = "python-dotenv", specifier = ">=1.0.1" },
     { name = "text-2-sql-core", editable = "text_2_sql/text_2_sql_core" },
     { name = "text-2-sql-core", extras = ["databricks"], marker = "extra == 'databricks'", editable = "text_2_sql/text_2_sql_core" },
-    { name = "text-2-sql-core", extras = ["postgresql"], marker = "extra == 'postgresql'", editable = "text_2_sql/text_2_sql_core" },
+    { name = "text-2-sql-core", extras = ["postgres"], marker = "extra == 'postgres'", editable = "text_2_sql/text_2_sql_core" },
     { name = "text-2-sql-core", extras = ["snowflake"], marker = "extra == 'snowflake'", editable = "text_2_sql/text_2_sql_core" },
     { name = "text-2-sql-core", extras = ["sqlite"], marker = "extra == 'sqlite'", editable = "text_2_sql/text_2_sql_core" },
 ]
@@ -1272,7 +1272,7 @@ wheels = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.28.0"
+version = "0.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "filelock" },
@@ -1283,9 +1283,9 @@ dependencies = [
     { name = "tqdm" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/10/fd/c8ff7693942dac1c642ec3a93a2bf7cbac36e2e920dd61a79965d9a662b7/huggingface_hub-0.28.0.tar.gz", hash = "sha256:c2b18c02a47d4384763caddb4d0ab2a8fc6c16e0800d6de4d55d0a896244aba3", size = 387079 }
+sdist = { url = "https://files.pythonhosted.org/packages/e7/ce/a734204aaae6c35a22f9956ebcd8d8708ae5b842e15d6f42bd6f49e634a4/huggingface_hub-0.28.1.tar.gz", hash = "sha256:893471090c98e3b6efbdfdacafe4052b20b84d59866fb6f54c33d9af18c303ae", size = 387074 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cc/ac/07f92291add9f425f40b3fd70a1d0c7117f6e1152599abc2bd7fda5b6abe/huggingface_hub-0.28.0-py3-none-any.whl", hash = "sha256:71cff4e500efe68061d94b7f6d3114e183715088be7a90bf4dd84af83b5f5cdb", size = 464084 },
+    { url = "https://files.pythonhosted.org/packages/ea/da/6c2bea5327b640920267d3bf2c9fc114cfbd0a5de234d81cda80cc9e33c8/huggingface_hub-0.28.1-py3-none-any.whl", hash = "sha256:aa6b9a3ffdae939b72c464dbb0d7f99f56e649b55c3d52406f49e0a5a620c0a7", size = 464068 },
 ]
 
 [[package]]
@@ -1425,7 +1425,7 @@ wheels = [
 
 [[package]]
 name = "ipython"
-version = "8.31.0"
+version = "8.32.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -1439,9 +1439,9 @@ dependencies = [
     { name = "traitlets" },
     { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/01/35/6f90fdddff7a08b7b715fccbd2427b5212c9525cd043d26fdc45bee0708d/ipython-8.31.0.tar.gz", hash = "sha256:b6a2274606bec6166405ff05e54932ed6e5cfecaca1fc05f2cacde7bb074d70b", size = 5501011 }
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-    { name = "psycopg", marker = "extra == 'postgresql'", specifier = ">=3.2.3" },
+    { name = "psycopg", marker = "extra == 'postgres'", specifier = ">=3.2.3" },
     { name = "pyarrow", marker = "extra == 'databricks'", specifier = ">=14.0.2,<17" },
     { name = "pydantic", specifier = ">=2.10.2" },
     { name = "python-dotenv", specifier = ">=1.0.1" },