diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 9421e56fa..a00d91bff 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -24,7 +24,7 @@ prompts:
 
 llms:
   - OpenAI
-  - AzureOpenAI
+  # - AzureOpenAI
   - ChatOpenAI
   - HuggingFaceHub
 
diff --git a/tests/test_llms_template.py b/tests/test_llms_template.py
new file mode 100644
index 000000000..7d5116bb3
--- /dev/null
+++ b/tests/test_llms_template.py
@@ -0,0 +1,447 @@
+from fastapi.testclient import TestClient
+from langflow.settings import settings
+
+
+def test_llms_settings(client: TestClient):
+    response = client.get("/all")
+    assert response.status_code == 200
+    json_response = response.json()
+    llms = json_response["llms"]
+    assert set(llms.keys()) == set(settings.llms)
+
+
+def test_hugging_face_hub(client: TestClient):
+    response = client.get("/all")
+    assert response.status_code == 200
+    json_response = response.json()
+    language_models = json_response["llms"]
+
+    model = language_models["HuggingFaceHub"]
+    template = model["template"]
+
+    assert template["cache"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "cache",
+        "type": "bool",
+        "list": False,
+    }
+    assert template["verbose"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": False,
+        "password": False,
+        "name": "verbose",
+        "type": "bool",
+        "list": False,
+    }
+    assert template["client"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "client",
+        "type": "Any",
+        "list": False,
+    }
+    assert template["repo_id"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": "gpt2",
+        "password": False,
+        "name": "repo_id",
+        "type": "str",
+        "list": False,
+    }
+    assert template["task"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "task",
+        "type": "str",
+        "list": False,
+    }
+    assert template["model_kwargs"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "model_kwargs",
+        "type": "code",
+        "list": False,
+    }
+    assert template["huggingfacehub_api_token"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "password": True,
+        "name": "huggingfacehub_api_token",
+        "type": "str",
+        "list": False,
+    }
+
+
+def test_openai(client: TestClient):
+    response = client.get("/all")
+    assert response.status_code == 200
+    json_response = response.json()
+    language_models = json_response["llms"]
+
+    model = language_models["OpenAI"]
+    template = model["template"]
+
+    assert template["cache"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "cache",
+        "type": "bool",
+        "list": False,
+    }
+    assert template["verbose"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "verbose",
+        "type": "bool",
+        "list": False,
+    }
+    assert template["client"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "client",
+        "type": "Any",
+        "list": False,
+    }
+    assert template["model_name"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": "text-davinci-003",
+        "password": False,
+        "options": [
+            "text-davinci-003",
+            "text-davinci-002",
+            "text-curie-001",
+            "text-babbage-001",
+            "text-ada-001",
+        ],
+        "name": "model_name",
+        "type": "str",
+        "list": True,
+    }
+    # Add more assertions for other properties here
+    assert template["temperature"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": 0.7,
+        "password": False,
+        "name": "temperature",
+        "type": "float",
+        "list": False,
+    }
+    assert template["max_tokens"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": 256,
+        "password": True,
+        "name": "max_tokens",
+        "type": "int",
+        "list": False,
+    }
+    assert template["top_p"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 1,
+        "password": False,
+        "name": "top_p",
+        "type": "float",
+        "list": False,
+    }
+    assert template["frequency_penalty"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 0,
+        "password": False,
+        "name": "frequency_penalty",
+        "type": "float",
+        "list": False,
+    }
+    assert template["presence_penalty"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 0,
+        "password": False,
+        "name": "presence_penalty",
+        "type": "float",
+        "list": False,
+    }
+    assert template["n"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 1,
+        "password": False,
+        "name": "n",
+        "type": "int",
+        "list": False,
+    }
+    assert template["best_of"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 1,
+        "password": False,
+        "name": "best_of",
+        "type": "int",
+        "list": False,
+    }
+    assert template["model_kwargs"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "model_kwargs",
+        "type": "code",
+        "list": False,
+    }
+    assert template["openai_api_key"] == {
+        "required": True,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": "",
+        "password": True,
+        "name": "openai_api_key",
+        "display_name": "OpenAI API Key",
+        "type": "str",
+        "list": False,
+    }
+    assert template["batch_size"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 20,
+        "password": False,
+        "name": "batch_size",
+        "type": "int",
+        "list": False,
+    }
+    assert template["request_timeout"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "request_timeout",
+        "type": "Union[float, Tuple[float, float], NoneType]",
+        "list": False,
+    }
+    assert template["logit_bias"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "logit_bias",
+        "type": "code",
+        "list": False,
+    }
+    assert template["max_retries"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 6,
+        "password": False,
+        "name": "max_retries",
+        "type": "int",
+        "list": False,
+    }
+    assert template["streaming"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": False,
+        "password": False,
+        "name": "streaming",
+        "type": "bool",
+        "list": False,
+    }
+
+
+def test_chat_open_ai(client: TestClient):
+    response = client.get("/all")
+    assert response.status_code == 200
+    json_response = response.json()
+    language_models = json_response["llms"]
+
+    model = language_models["ChatOpenAI"]
+    template = model["template"]
+
+    assert template["verbose"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": False,
+        "password": False,
+        "name": "verbose",
+        "type": "bool",
+        "list": False,
+    }
+    assert template["client"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "client",
+        "type": "Any",
+        "list": False,
+    }
+    assert template["model_name"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": "gpt-3.5-turbo",
+        "password": False,
+        "options": ["gpt-3.5-turbo", "gpt-4", "gpt-4-32k"],
+        "name": "model_name",
+        "type": "str",
+        "list": True,
+    }
+    assert template["temperature"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": 0.7,
+        "password": False,
+        "name": "temperature",
+        "type": "float",
+        "list": False,
+    }
+    assert template["model_kwargs"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "password": False,
+        "name": "model_kwargs",
+        "type": "code",
+        "list": False,
+    }
+    assert template["openai_api_key"] == {
+        "required": True,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "value": "",
+        "password": True,
+        "name": "openai_api_key",
+        "display_name": "OpenAI API Key",
+        "type": "str",
+        "list": False,
+    }
+    assert template["request_timeout"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 60,
+        "password": False,
+        "name": "request_timeout",
+        "type": "int",
+        "list": False,
+    }
+    assert template["max_retries"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 6,
+        "password": False,
+        "name": "max_retries",
+        "type": "int",
+        "list": False,
+    }
+    assert template["streaming"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": False,
+        "password": False,
+        "name": "streaming",
+        "type": "bool",
+        "list": False,
+    }
+    assert template["n"] == {
+        "required": False,
+        "placeholder": "",
+        "show": False,
+        "multiline": False,
+        "value": 1,
+        "password": False,
+        "name": "n",
+        "type": "int",
+        "list": False,
+    }
+
+    assert template["max_tokens"] == {
+        "required": False,
+        "placeholder": "",
+        "show": True,
+        "multiline": False,
+        "password": True,
+        "name": "max_tokens",
+        "type": "int",
+        "list": False,
+    }
+    assert template["_type"] == "ChatOpenAI"
+    assert (
+        model["description"]
+        == "Wrapper around OpenAI Chat large language models.To use, you should have the ``openai`` python package installed, and theenvironment variable ``OPENAI_API_KEY`` set with your API key.Any parameters that are valid to be passed to the openai.create call can be passedin, even if not explicitly saved on this class."
+    )
+    assert set(model["base_classes"]) == {
+        "BaseChatModel",
+        "ChatOpenAI",
+        "BaseLanguageModel",
+    }