diff --git a/opol/python-client/autopush.sh b/opol/python-client/autopush.sh
index b8d437d..0b20d33 100644
--- a/opol/python-client/autopush.sh
+++ b/opol/python-client/autopush.sh
@@ -13,7 +13,7 @@ python3 -m build  # Use python3 if python is not available
 git add .
 
 # Commit changes with a message
-git commit -m "Updating package (oops)"
+git commit -m "Updating package"
 
 VERSION=$(grep -oP '(?<=version = )\d+\.\d+\.\d+' setup.cfg)
 
diff --git a/opol/python-client/dist/opol-0.1.17.tar.gz b/opol/python-client/dist/opol-0.1.17.tar.gz
deleted file mode 100644
index 5098c96..0000000
Binary files a/opol/python-client/dist/opol-0.1.17.tar.gz and /dev/null differ
diff --git a/opol/python-client/dist/opol-0.1.17-py3-none-any.whl b/opol/python-client/dist/opol-0.1.18-py3-none-any.whl
similarity index 68%
rename from opol/python-client/dist/opol-0.1.17-py3-none-any.whl
rename to opol/python-client/dist/opol-0.1.18-py3-none-any.whl
index b15ebdb..c0edc72 100644
Binary files a/opol/python-client/dist/opol-0.1.17-py3-none-any.whl and b/opol/python-client/dist/opol-0.1.18-py3-none-any.whl differ
diff --git a/opol/python-client/dist/opol-0.1.18.tar.gz b/opol/python-client/dist/opol-0.1.18.tar.gz
new file mode 100644
index 0000000..a497574
Binary files /dev/null and b/opol/python-client/dist/opol-0.1.18.tar.gz differ
diff --git a/opol/python-client/opol.egg-info/PKG-INFO b/opol/python-client/opol.egg-info/PKG-INFO
index 96ddae3..eebcc80 100644
--- a/opol/python-client/opol.egg-info/PKG-INFO
+++ b/opol/python-client/opol.egg-info/PKG-INFO
@@ -1,6 +1,6 @@
 Metadata-Version: 2.1
 Name: opol
-Version: 0.1.17
+Version: 0.1.18
 Summary: Main API client to interact with all OPOL services.
 Home-page: https://github.com/open-politics/opol
 Author: Jim Vincent Wagner
diff --git a/opol/python-client/opol/main.py b/opol/python-client/opol/main.py
index 24a5915..73564da 100644
--- a/opol/python-client/opol/main.py
+++ b/opol/python-client/opol/main.py
@@ -10,23 +10,23 @@ class OPOL:
     """
     Main API client to interact with all OPOL services.
     """
-    def __init__(
-            self, 
-            mode: str = None, 
-            api_key: str = None, 
-            timeout: int = 60, 
-            provider: str = "Google", 
-            model_name: str = "models/gemini-1.5-flash-latest", 
-            llm_api_key: str = None):
-        
+    def __init__(self, mode: str = None, api_key: str = None, timeout: int = 60):
         mode = mode if mode else os.getenv('OPOL_MODE', 'remote')
-
-        # Opol Services
         self.geo = Geo(mode, api_key, timeout=timeout)
         self.articles = Articles(mode, api_key, timeout=timeout)
         self.entities = Entities(mode, api_key, timeout=timeout)
         self.scraping = Scraping(mode, api_key, timeout=timeout)
         self.legislation = Legislation(mode, api_key, timeout=timeout)
+        self._classification = None  # Lazy initialization
 
-        # Classification Service (usage with Ollama or LLM provider)
-        self.classification = Classification(mode, api_key, timeout=timeout, provider=provider, model_name=model_name, llm_api_key=llm_api_key)
\ No newline at end of file
+    def classification(self, provider: str = "Google", model_name: str = "models/gemini-1.5-flash-latest", llm_api_key: str = None):
+        if not self._classification:
+            self._classification = Classification(
+                mode=os.getenv('OPOL_MODE', 'remote'),
+                api_key=os.getenv('OPOL_API_KEY', None),
+                timeout=60,
+                provider=provider,
+                model_name=model_name,
+                llm_api_key=llm_api_key
+            )
+        return self._classification
\ No newline at end of file
diff --git a/opol/python-client/prototype.ipynb b/opol/python-client/prototype.ipynb
index 50b2fc6..c066a15 100644
--- a/opol/python-client/prototype.ipynb
+++ b/opol/python-client/prototype.ipynb
@@ -2612,7 +2612,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -2620,8 +2620,14 @@
      "output_type": "stream",
      "text": [
       "User preference rating: 10\n",
-      "Extracted keywords: ['madagascan', 'wilds', 'biggest', 'animal', 'elephant']\n",
-      "Classified request: keywords=['madagascar', 'wildlife', 'elephant'] relevance_level=8\n"
+      "Extracted keywords: ['madagascan wilds', 'elephant', 'globe finance trade', 'offshore jurisdiction diffusion']\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Classified request: keywords=['madagascar', 'elephant', 'wildlife', 'global finance', 'offshore jurisdiction', 'diffusion'] relevance_level=7\n"
      ]
     }
    ],
@@ -2634,23 +2640,23 @@
     "opol = OPOL(mode=\"local\")\n",
     "\n",
     "# Set the API key for accessing the Google Generative AI service\n",
-    "# api_key = \"\" # oops\n",
+    "# api_key = \"\"\n",
     "api_key = os.environ[\"GOOGLE_API_KEY\"]\n",
     "\n",
     "\n",
     "# Initialize the classification service with the specified provider, model, and API key\n",
-    "opol.classification(provider=\"Google\", model_name=\"models/gemini-1.5-flash-latest\", llm_api_key=api_key)\n",
+    "xclass = opol.classification(provider=\"Google\", model_name=\"models/gemini-1.5-flash-latest\", llm_api_key=api_key)\n",
     "\n",
     "# Example 1: Classify user preference for frozen dairy products on a scale of 1 to 10\n",
     "user_input = \"I love ice cream\"\n",
     "prompt = \"On a 1-10 scale how much the user likes frozen dairy products\"\n",
-    "int_value = opol.classification.classify(\"int\", prompt, user_input)\n",
+    "int_value = xclass.classify(\"int\", prompt, user_input)\n",
     "print(\"User preference rating:\", int_value)\n",
     "\n",
     "# Example 2: Extract keywords from a given text\n",
-    "text = \"In the madagascan wilds the biggest animal is the elephant\"\n",
-    "instruction = \"The keywords relevant to this text. Only semantically relevant to a content system\"\n",
-    "keywords = opol.classification.classify(\"List[str]\", instruction, text)\n",
+    "text = \"In the madagascan wilds the biggest wild animal is the elephant in the globe finance trade is offshore jusrisdiction diffusion\"\n",
+    "instruction = \"The topics relevant to this text. Only semantically relevant to a content system\"\n",
+    "keywords = xclass.classify(\"List[str]\", instruction, text)\n",
     "print(\"Extracted keywords:\", keywords)\n",
     "\n",
     "# Example 3: Use a Pydantic model to classify request types with keywords and relevance level\n",
@@ -2665,7 +2671,7 @@
     "    relevance_level: int = Field(description=\"On a 1-10 scale how much the content is relevant\")\n",
     "\n",
     "# Classify the request using the Pydantic model\n",
-    "request = opol.classification.classify(RequestType, instruction, text)\n",
+    "request = xclass.classify(RequestType, instruction, text)\n",
     "print(\"Classified request:\", request)\n",
     "\n",
     "## Results\n",
diff --git a/opol/python-client/pyproject.toml b/opol/python-client/pyproject.toml
index f36ccbc..b495210 100644
--- a/opol/python-client/pyproject.toml
+++ b/opol/python-client/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "opol"
-version = "0.1.17"
+version = "0.1.18"
 description = "Main API client to interact with all OPOL services."
 authors = [
     { name = "Jim Vincent Wagner", email = "jimvw@open-politics.org" }
diff --git a/opol/python-client/setup.cfg b/opol/python-client/setup.cfg
index 987f817..04f66d6 100644
--- a/opol/python-client/setup.cfg
+++ b/opol/python-client/setup.cfg
@@ -1,7 +1,7 @@
 # setup.cfg
 [metadata]
 name = opol
-version = 0.1.17
+version = 0.1.18
 author = Jim Vincent Wagner
 author_email = jimvw@open-politics.org
 description = Main API client to interact with all opol services.