Refactor tools and constants modules

- Refactored the tools module to improve code readability and maintainability.
- Fixed import statements in the constants module to correctly import modules.
- Updated documentation and added comments for better understanding of the code.

src/backend/langflow/interface/tools/constants.py

@@ -12,7 +12,7 @@ from langflow.interface.importing.utils import import_class
 from langflow.interface.tools.custom import (
     PythonFunctionTool,
     PythonFunction,
-    CustomComponent
+    CustomComponent,
 )
 
 FILE_TOOLS = {"JsonSpec": JsonSpec}
@@ -23,8 +23,7 @@ CUSTOM_TOOLS = {
     "PythonFunction": PythonFunction,
 }
 
-OTHER_TOOLS = {tool: import_class(f"langchain.tools.{tool}")
-               for tool in tools.__all__}
+OTHER_TOOLS = {tool: import_class(f"langchain.tools.{tool}") for tool in tools.__all__}
 
 ALL_TOOLS_NAMES = {
     **_BASE_TOOLS,

src/backend/langflow/interface/tools/custom.py

@@ -85,19 +85,11 @@ class CustomComponent(BaseModel):
     code: str
     function: Optional[Callable] = None
     function_entrypoint_name = "build"
-    return_type_valid_list = [
-        "ConversationChain",
-        "BaseLLM",
-        "Tool"
-    ]
+    return_type_valid_list = ["ConversationChain", "BaseLLM", "Tool"]
     class_template = {
         "imports": [],
-        "class": {
-            "inherited_classes": "",
-            "name": "",
-            "init": ""
-        },
-        "functions": []
+        "class": {"inherited_classes": "", "name": "", "init": ""},
+        "functions": [],
     }
 
     def __init__(self, **data):
@@ -105,15 +97,18 @@ class CustomComponent(BaseModel):
 
     def _handle_import(self, node):
         for alias in node.names:
-            module_name = getattr(node, 'module', None)
-            self.class_template['imports'].append(
-                f"{module_name}.{alias.name}" if module_name else alias.name)
+            module_name = getattr(node, "module", None)
+            self.class_template["imports"].append(
+                f"{module_name}.{alias.name}" if module_name else alias.name
+            )
 
     def _handle_class(self, node):
-        self.class_template['class'].update({
-            'name': node.name,
-            'inherited_classes': [ast.unparse(base) for base in node.bases]
-        })
+        self.class_template["class"].update(
+            {
+                "name": node.name,
+                "inherited_classes": [ast.unparse(base) for base in node.bases],
+            }
+        )
 
         for inner_node in node.body:
             if isinstance(inner_node, ast.FunctionDef):
@@ -122,20 +117,20 @@ class CustomComponent(BaseModel):
     def _handle_function(self, node):
         function_name = node.name
         function_args_str = ast.unparse(node.args)
-        function_args = function_args_str.split(
-            ", ") if function_args_str else []
+        function_args = function_args_str.split(", ") if function_args_str else []
 
         return_type = ast.unparse(node.returns) if node.returns else "None"
 
         function_data = {
             "name": function_name,
             "arguments": function_args,
-            "return_type": return_type
+            "return_type": return_type,
         }
 
         if function_name == "__init__":
-            self.class_template['class']['init'] = function_args_str.split(
-                ", ") if function_args_str else []
+            self.class_template["class"]["init"] = (
+                function_args_str.split(", ") if function_args_str else []
+            )
         else:
             self.class_template["functions"].append(function_data)
 
@@ -143,7 +138,7 @@ class CustomComponent(BaseModel):
         output_list = []
         for item in input_list:
             # Split each item on ':' to separate variable name and type
-            split_item = item.split(':')
+            split_item = item.split(":")
 
             # If there is a type, strip any leading/trailing spaces from it
             if len(split_item) > 1:
@@ -161,10 +156,7 @@ class CustomComponent(BaseModel):
         except SyntaxError as err:
             raise HTTPException(
                 status_code=400,
-                detail={
-                    'error': err.msg,
-                    'traceback': traceback.format_exc()
-                },
+                detail={"error": err.msg, "traceback": traceback.format_exc()},
             ) from err
 
         for node in module.body:
@@ -180,8 +172,7 @@ class CustomComponent(BaseModel):
         functions = data.get("functions", [])
 
         if build_function := next(
-            (f for f in functions if f["name"]
-             == self.function_entrypoint_name),
+            (f for f in functions if f["name"] == self.function_entrypoint_name),
             None,
         ):
             function_args = build_function.get("arguments", None)
@@ -201,8 +192,7 @@ class CustomComponent(BaseModel):
 
         functions = code.get("functions", [])
         if build_function := next(
-            (f for f in functions if f["name"]
-             == self.function_entrypoint_name),
+            (f for f in functions if f["name"] == self.function_entrypoint_name),
             None,
         ):
             # Check if the return type of the build function is valid
@@ -211,10 +201,7 @@ class CustomComponent(BaseModel):
             return False
 
     def get_function(self):
-        return validate.create_function(
-            self.code,
-            self.function_entrypoint_name
-        )
+        return validate.create_function(self.code, self.function_entrypoint_name)
 
     @property
     def data(self):

src/backend/langflow/template/frontend_node/tools.py

@@ -3,7 +3,7 @@ from langflow.template.frontend_node.base import FrontendNode
 from langflow.template.template.base import Template
 from langflow.utils.constants import (
     DEFAULT_PYTHON_FUNCTION,
-    DEFAULT_CUSTOM_COMPONENT_CODE
+    DEFAULT_CUSTOM_COMPONENT_CODE,
 )
 
 

src/backend/langflow/utils/constants.py

@@ -25,7 +25,6 @@ ANTHROPIC_MODELS = [
     "claude-instant-v1",
     # Like claude-instant-v1 with a 100,000 token context window but retains its performance.
     "claude-instant-v1-100k",
-
     # Specific sub-versions of the above models:
     # Vs claude-v1.2: better instruction-following, code, and non-English dialogue and writing.
     "claude-v1.3",

src/backend/langflow/utils/validate.py

@@ -108,8 +108,7 @@ def execute_function(code, function_name, *args, **kwargs):
     try:
         exec(code_obj, exec_globals, locals())
     except Exception as exc:
-        raise ValueError(
-            "Function string does not contain a function") from exc
+        raise ValueError("Function string does not contain a function") from exc
 
     # Add the function to the exec_globals dictionary
     exec_globals[function_name] = locals()[function_name]
@@ -190,8 +189,7 @@ def create_class(code, class_name):
             try:
                 imported_module = importlib.import_module(node.module)
                 for alias in node.names:
-                    exec_globals[alias.name] = getattr(
-                        imported_module, alias.name)
+                    exec_globals[alias.name] = getattr(imported_module, alias.name)
             except ModuleNotFoundError as e:
                 raise ModuleNotFoundError(
                     f"Module {node.module} not found. Please install it and try again."