Add advanced options for various model components

src/backend/base/langflow/components/embeddings/CohereEmbeddings.py

@@ -16,6 +16,7 @@ class CohereEmbeddingsComponent(CustomComponent):
             "truncate": {"display_name": "Truncate", "advanced": True},
             "max_retries": {"display_name": "Max Retries", "advanced": True},
             "user_agent": {"display_name": "User Agent", "advanced": True},
+            "request_timeout": {"display_name": "Request Timeout", "advanced": True},
         }
 
     def build(

src/backend/base/langflow/components/embeddings/OpenAIEmbeddings.py

@@ -45,12 +45,24 @@ class OpenAIEmbeddingsComponent(CustomComponent):
             "model": {
                 "display_name": "Model",
                 "advanced": False,
-                "options": ["text-embedding-3-small", "text-embedding-3-large", "text-embedding-ada-002"],
+                "options": [
+                    "text-embedding-3-small",
+                    "text-embedding-3-large",
+                    "text-embedding-ada-002",
+                ],
             },
             "model_kwargs": {"display_name": "Model Kwargs", "advanced": True},
-            "openai_api_base": {"display_name": "OpenAI API Base", "password": True, "advanced": True},
+            "openai_api_base": {
+                "display_name": "OpenAI API Base",
+                "password": True,
+                "advanced": True,
+            },
             "openai_api_key": {"display_name": "OpenAI API Key", "password": True},
-            "openai_api_type": {"display_name": "OpenAI API Type", "advanced": True, "password": True},
+            "openai_api_type": {
+                "display_name": "OpenAI API Type",
+                "advanced": True,
+                "password": True,
+            },
             "openai_api_version": {
                 "display_name": "OpenAI API Version",
                 "advanced": True,
@@ -66,8 +78,11 @@ class OpenAIEmbeddingsComponent(CustomComponent):
                 "advanced": True,
             },
             "skip_empty": {"display_name": "Skip Empty", "advanced": True},
-            "tiktoken_model_name": {"display_name": "TikToken Model Name"},
+            "tiktoken_model_name": {
-            "tikToken_enable": {"display_name": "TikToken Enable", "advanced": True},
+                "display_name": "TikToken Model Name",
+                "advanced": True,
+            },
+            "tiktoken_enable": {"display_name": "TikToken Enable", "advanced": True},
         }
 
     def build(

src/backend/base/langflow/components/models/AmazonBedrockModel.py

@@ -55,10 +55,15 @@ class AmazonBedrockComponent(LCModelComponent):
             "model_kwargs": {"display_name": "Model Kwargs"},
             "cache": {"display_name": "Cache"},
             "input_value": {"display_name": "Input"},
-            "system_message": {"display_name": "System Message", "info": "System message to pass to the model."},
+            "system_message": {
+                "display_name": "System Message",
+                "info": "System message to pass to the model.",
+                "advanced": True,
+            },
             "stream": {
                 "display_name": "Stream",
                 "info": "Stream the response from the model.",
+                "advanced": True,
             },
         }
 

src/backend/base/langflow/components/models/AnthropicModel.py

@@ -49,25 +49,29 @@ class AnthropicLLM(LCModelComponent):
             "max_tokens": {
                 "display_name": "Max Tokens",
                 "field_type": "int",
+                "advanced": True,
                 "value": 256,
             },
             "temperature": {
                 "display_name": "Temperature",
                 "field_type": "float",
-                "value": 0.7,
+                "value": 0.1,
             },
             "anthropic_api_url": {
                 "display_name": "Anthropic API URL",
+                "advanced": True,
                 "info": "Endpoint of the Anthropic API. Defaults to 'https://api.anthropic.com' if not specified.",
             },
             "code": {"show": False},
             "input_value": {"display_name": "Input"},
             "stream": {
                 "display_name": "Stream",
+                "advanced": True,
                 "info": "Stream the response from the model.",
             },
             "system_message": {
                 "display_name": "System Message",
+                "advanced": True,
                 "info": "System message to pass to the model.",
             },
         }

src/backend/base/langflow/components/models/CohereModel.py

@@ -29,9 +29,11 @@ class CohereComponent(LCModelComponent):
                 "display_name": "Cohere API Key",
                 "type": "password",
                 "password": True,
+                "required": True,
             },
             "max_tokens": {
                 "display_name": "Max Tokens",
+                "advanced": True,
                 "default": 256,
                 "type": "int",
                 "show": True,
@@ -46,10 +48,12 @@ class CohereComponent(LCModelComponent):
             "stream": {
                 "display_name": "Stream",
                 "info": "Stream the response from the model.",
+                "advanced": True,
             },
             "system_message": {
                 "display_name": "System Message",
                 "info": "System message to pass to the model.",
+                "advanced": True,
             },
         }
 

src/backend/base/langflow/components/models/GoogleGenerativeAIModel.py

@@ -34,6 +34,7 @@ class GoogleGenerativeAIComponent(LCModelComponent):
             "max_output_tokens": {
                 "display_name": "Max Output Tokens",
                 "info": "The maximum number of tokens to generate.",
+                "advanced": True,
             },
             "temperature": {
                 "display_name": "Temperature",
@@ -67,10 +68,12 @@ class GoogleGenerativeAIComponent(LCModelComponent):
             "stream": {
                 "display_name": "Stream",
                 "info": "Stream the response from the model.",
+                "advanced": True,
             },
             "system_message": {
                 "display_name": "System Message",
                 "info": "System message to pass to the model.",
+                "advanced": True,
             },
         }
 

src/backend/base/langflow/components/models/HuggingFaceModel.py

@@ -33,16 +33,19 @@ class HuggingFaceEndpointsComponent(LCModelComponent):
             "model_kwargs": {
                 "display_name": "Model Keyword Arguments",
                 "field_type": "code",
+                "advanced": True,
             },
             "code": {"show": False},
             "input_value": {"display_name": "Input"},
             "stream": {
                 "display_name": "Stream",
                 "info": "Stream the response from the model.",
+                "advanced": True,
             },
             "system_message": {
                 "display_name": "System Message",
                 "info": "System message to pass to the model.",
+                "advanced": True,
             },
         }
 

src/backend/base/langflow/components/models/OllamaModel.py

@@ -53,6 +53,7 @@ class ChatOllamaComponent(LCModelComponent):
             "base_url": {
                 "display_name": "Base URL",
                 "info": "Endpoint of the Ollama API. Defaults to 'http://localhost:11434' if not specified.",
+                "advanced": True,
             },
             "model": {
                 "display_name": "Model Name",
@@ -205,6 +206,7 @@ class ChatOllamaComponent(LCModelComponent):
             "system_message": {
                 "display_name": "System Message",
                 "info": "System message to pass to the model.",
+                "advanced": True,
             },
         }
 

src/backend/base/langflow/components/models/OpenAIModel.py

@@ -28,7 +28,7 @@ class OpenAIModelComponent(LCModelComponent):
             "input_value": {"display_name": "Input"},
             "max_tokens": {
                 "display_name": "Max Tokens",
-                "advanced": False,
+                "advanced": True,
                 "required": False,
             },
             "model_kwargs": {
@@ -51,7 +51,7 @@ class OpenAIModelComponent(LCModelComponent):
             },
             "openai_api_base": {
                 "display_name": "OpenAI API Base",
-                "advanced": False,
+                "advanced": True,
                 "required": False,
                 "info": (
                     "The base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\n"
@@ -61,7 +61,7 @@ class OpenAIModelComponent(LCModelComponent):
             "openai_api_key": {
                 "display_name": "OpenAI API Key",
                 "advanced": False,
-                "required": False,
+                "required": True,
                 "password": True,
             },
             "temperature": {
@@ -73,10 +73,12 @@ class OpenAIModelComponent(LCModelComponent):
             "stream": {
                 "display_name": "Stream",
                 "info": "Stream the response from the model.",
+                "advanced": True,
             },
             "system_message": {
                 "display_name": "System Message",
                 "info": "System message to pass to the model.",
+                "advanced": True,
             },
         }