diff --git a/src/backend/base/langflow/api/v1/chat.py b/src/backend/base/langflow/api/v1/chat.py
index a4b17c15e..e339d0f51 100644
--- a/src/backend/base/langflow/api/v1/chat.py
+++ b/src/backend/base/langflow/api/v1/chat.py
@@ -489,7 +489,6 @@ async def build_vertex(
             artifacts = vertex_build_result.artifacts
             next_runnable_vertices = await graph.get_next_runnable_vertices(lock, vertex=vertex, cache=False)
             top_level_vertices = graph.get_top_level_vertices(next_runnable_vertices)
-
             result_data_response = ResultDataResponse.model_validate(result_dict, from_attributes=True)
         except Exception as exc:
             if isinstance(exc, ComponentBuildException):
diff --git a/src/backend/base/langflow/components/prototypes/FlowTool.py b/src/backend/base/langflow/components/prototypes/FlowTool.py
index add3d6dd0..25de92dd8 100644
--- a/src/backend/base/langflow/components/prototypes/FlowTool.py
+++ b/src/backend/base/langflow/components/prototypes/FlowTool.py
@@ -85,7 +85,7 @@ class FlowToolComponent(LCToolComponent):
             return_direct=self.return_direct,
             inputs=inputs,
             flow_id=str(flow_data.id),
-            user_id=str(self._user_id),
+            user_id=str(self.user_id),
         )
         description_repr = repr(tool.description).strip("'")
         args_str = "\n".join([f"- {arg_name}: {arg_data['description']}" for arg_name, arg_data in tool.args.items()])
diff --git a/src/backend/base/langflow/custom/custom_component/base_component.py b/src/backend/base/langflow/custom/custom_component/base_component.py
index 58d4daa46..5cb36ec39 100644
--- a/src/backend/base/langflow/custom/custom_component/base_component.py
+++ b/src/backend/base/langflow/custom/custom_component/base_component.py
@@ -1,7 +1,7 @@
 import operator
-import warnings
 from typing import Any, ClassVar, Optional
 from uuid import UUID
+import warnings
 
 from cachetools import TTLCache, cachedmethod
 from fastapi import HTTPException
diff --git a/src/backend/base/langflow/custom/custom_component/custom_component.py b/src/backend/base/langflow/custom/custom_component/custom_component.py
index a37821789..3393e356d 100644
--- a/src/backend/base/langflow/custom/custom_component/custom_component.py
+++ b/src/backend/base/langflow/custom/custom_component/custom_component.py
@@ -24,11 +24,12 @@ from langflow.type_extraction.type_extraction import (
 from langflow.utils import validate
 
 if TYPE_CHECKING:
+    from langchain.callbacks.base import BaseCallbackHandler
+
     from langflow.graph.graph.base import Graph
     from langflow.graph.vertex.base import Vertex
     from langflow.services.storage.service import StorageService
     from langflow.services.tracing.service import TracingService
-    from langchain.callbacks.base import BaseCallbackHandler
 
 
 class CustomComponent(BaseComponent):
@@ -74,7 +75,7 @@ class CustomComponent(BaseComponent):
     """The build parameters of the component. Defaults to None."""
     _vertex: Optional["Vertex"] = None
     """The edge target parameter of the component. Defaults to None."""
-    code_class_base_inheritance: ClassVar[str] = "CustomComponent"
+    _code_class_base_inheritance: ClassVar[str] = "CustomComponent"
     function_entrypoint_name: ClassVar[str] = "build"
     function: Optional[Callable] = None
     repr_value: Optional[Any] = ""
@@ -85,6 +86,20 @@ class CustomComponent(BaseComponent):
     _logs: List[Log] = []
     _output_logs: dict[str, Log] = {}
     _tracing_service: Optional["TracingService"] = None
+    _tree: Optional[dict] = None
+
+    def __init__(self, **data):
+        """
+        Initializes a new instance of the CustomComponent class.
+
+        Args:
+            **data: Additional keyword arguments to initialize the custom component.
+        """
+        self.cache = TTLCache(maxsize=1024, ttl=60)
+        self._logs = []
+        self._results = {}
+        self._artifacts = {}
+        super().__init__(**data)
 
     def set_attributes(self, parameters: dict):
         pass
@@ -133,19 +148,6 @@ class CustomComponent(BaseComponent):
         except Exception as e:
             raise ValueError(f"Error getting state: {e}")
 
-    _tree: Optional[dict] = None
-
-    def __init__(self, **data):
-        """
-        Initializes a new instance of the CustomComponent class.
-
-        Args:
-            **data: Additional keyword arguments to initialize the custom component.
-        """
-        self.cache = TTLCache(maxsize=1024, ttl=60)
-        self._logs = []
-        super().__init__(**data)
-
     @staticmethod
     def resolve_path(path: str) -> str:
         """Resolves the path to an absolute path."""
@@ -169,6 +171,20 @@ class CustomComponent(BaseComponent):
     def graph(self):
         return self._vertex.graph
 
+    @property
+    def user_id(self):
+        if hasattr(self, "_user_id"):
+            return self._user_id
+        return self.graph.user_id
+
+    @property
+    def flow_id(self):
+        return self.graph.flow_id
+
+    @property
+    def flow_name(self):
+        return self.graph.flow_name
+
     def _get_field_order(self):
         return self.field_order or list(self.field_config.keys())
 
@@ -305,7 +321,7 @@ class CustomComponent(BaseComponent):
         Returns:
             list: The arguments of the function entrypoint.
         """
-        build_method = self.get_method(self.function_entrypoint_name)
+        build_method = self.get_method(self._function_entrypoint_name)
         if not build_method:
             return []
 
@@ -346,9 +362,9 @@ class CustomComponent(BaseComponent):
         Returns:
             List[Any]: The return type of the function entrypoint.
         """
-        return self.get_method_return_type(self.function_entrypoint_name)
+        return self.get_method_return_type(self._function_entrypoint_name)
 
-    def _extract_return_type(self, return_type: Any):
+    def _extract_return_type(self, return_type: Any) -> List[Any]:
         if hasattr(return_type, "__origin__") and return_type.__origin__ in [
             list,
             List,
@@ -374,8 +390,8 @@ class CustomComponent(BaseComponent):
         if not self._code:
             return ""
 
-        base_name = self.code_class_base_inheritance
-        method_name = self.function_entrypoint_name
+        base_name = self._code_class_base_inheritance
+        method_name = self._function_entrypoint_name
 
         classes = []
         for item in self.tree.get("classes", []):
@@ -412,12 +428,12 @@ class CustomComponent(BaseComponent):
         """
 
         def get_variable(name: str, field: str):
-            if hasattr(self, "_user_id") and not self._user_id:
+            if hasattr(self, "_user_id") and not self.user_id:
                 raise ValueError(f"User id is not set for {self.__class__.__name__}")
             variable_service = get_variable_service()  # Get service instance
             # Retrieve and decrypt the variable by name for the current user
             with session_scope() as session:
-                user_id = self._user_id or ""
+                user_id = self.user_id or ""
                 return variable_service.get_variable(user_id=user_id, name=name, field=field, session=session)
 
         return get_variable
@@ -432,12 +448,12 @@ class CustomComponent(BaseComponent):
         Returns:
             List[str]: The names of the variables for the current user.
         """
-        if hasattr(self, "_user_id") and not self._user_id:
+        if hasattr(self, "_user_id") and not self.user_id:
             raise ValueError(f"User id is not set for {self.__class__.__name__}")
         variable_service = get_variable_service()
 
         with session_scope() as session:
-            return variable_service.list_variables(user_id=self._user_id, session=session)
+            return variable_service.list_variables(user_id=self.user_id, session=session)
 
     def index(self, value: int = 0):
         """
@@ -462,10 +478,10 @@ class CustomComponent(BaseComponent):
         Returns:
             Callable: The function associated with the custom component.
         """
-        return validate.create_function(self._code, self.function_entrypoint_name)
+        return validate.create_function(self._code, self._function_entrypoint_name)
 
     async def load_flow(self, flow_id: str, tweaks: Optional[dict] = None) -> "Graph":
-        if not self._user_id:
+        if not self.user_id:
             raise ValueError("Session is invalid")
         return await load_flow(user_id=str(self._user_id), flow_id=flow_id, tweaks=tweaks)
 
@@ -487,7 +503,7 @@ class CustomComponent(BaseComponent):
         )
 
     def list_flows(self) -> List[Data]:
-        if not self._user_id:
+        if not self.user_id:
             raise ValueError("Session is invalid")
         try:
             return list_flows(user_id=str(self._user_id))
diff --git a/src/backend/base/langflow/custom/directory_reader/directory_reader.py b/src/backend/base/langflow/custom/directory_reader/directory_reader.py
index 18f39b5eb..3e5d432f4 100644
--- a/src/backend/base/langflow/custom/directory_reader/directory_reader.py
+++ b/src/backend/base/langflow/custom/directory_reader/directory_reader.py
@@ -6,7 +6,7 @@ from pathlib import Path
 
 from loguru import logger
 
-from langflow.custom import CustomComponent
+from langflow.custom import Component
 
 
 class CustomComponentPathValueError(ValueError):
@@ -373,7 +373,7 @@ class DirectoryReader:
         """
         Get the output types from the code.
         """
-        custom_component = CustomComponent(_code=code)
+        custom_component = Component(_code=code)
         types_list = custom_component.get_function_entrypoint_return_type
 
         # Get the name of types classes
diff --git a/src/backend/base/langflow/custom/utils.py b/src/backend/base/langflow/custom/utils.py
index 48beb3de7..9fdbc789e 100644
--- a/src/backend/base/langflow/custom/utils.py
+++ b/src/backend/base/langflow/custom/utils.py
@@ -377,8 +377,8 @@ def build_custom_component_template_from_inputs(
     frontend_node.validate_component()
     # ! This should be removed when we have a better way to handle this
     frontend_node.set_base_classes_from_outputs()
-    reorder_fields(frontend_node, custom_component._get_field_order())
-    cc_instance = get_component_instance(custom_component, user_id=user_id)
+    reorder_fields(frontend_node, cc_instance._get_field_order())
+
     return frontend_node.to_dict(keep_name=False), cc_instance
 
 
diff --git a/src/backend/base/langflow/schema/message.py b/src/backend/base/langflow/schema/message.py
index 153906e43..bd1c3d848 100644
--- a/src/backend/base/langflow/schema/message.py
+++ b/src/backend/base/langflow/schema/message.py
@@ -24,9 +24,14 @@ from langflow.utils.constants import (
 
 
 def _timestamp_to_str(timestamp: datetime | str) -> str:
-    if isinstance(timestamp, datetime):
-        return timestamp.strftime("%Y-%m-%d %H:%M:%S")
-    return timestamp
+    if isinstance(timestamp, str):
+        # Just check if the string is a valid datetime
+        try:
+            datetime.strptime(timestamp, "%Y-%m-%d %H:%M:%S")
+            return timestamp
+        except ValueError:
+            raise ValueError(f"Invalid timestamp: {timestamp}")
+    return timestamp.strftime("%Y-%m-%d %H:%M:%S")
 
 
 class Message(Data):
@@ -163,6 +168,7 @@ class Message(Data):
         loop = asyncio.get_event_loop()
         return loop.run_until_complete(coro)
 
+    # Keep this async method for backwards compatibility
     async def get_file_content_dicts(self):
         content_dicts = []
         files = await get_file_paths(self.files)
diff --git a/src/backend/base/poetry.lock b/src/backend/base/poetry.lock
index 68e77b600..f8958eaa1 100644
--- a/src/backend/base/poetry.lock
+++ b/src/backend/base/poetry.lock
@@ -173,6 +173,17 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
 [[package]]
 name = "asgiref"
 version = "3.8.1"
@@ -190,6 +201,24 @@ typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 [package.extras]
 tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -268,6 +297,109 @@ files = [
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
+[[package]]
+name = "blinker"
+version = "1.8.2"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "blinker-1.8.2-py3-none-any.whl", hash = "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01"},
+    {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
+]
+
+[[package]]
+name = "brotli"
+version = "1.1.0"
+description = "Python bindings for the Brotli compression library"
+optional = false
+python-versions = "*"
+files = [
+    {file = "Brotli-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1140c64812cb9b06c922e77f1c26a75ec5e3f0fb2bf92cc8c58720dec276752"},
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 [package.dependencies]
 pycparser = "*"
 
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 version = "42.0.8"
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 typing-inspect = ">=0.4.0,<1"
 
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 [[package]]
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 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[[package]]
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+
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+
 [[package]]
 name = "dill"
 version = "0.3.8"
@@ -590,6 +907,17 @@ files = [
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 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
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+description = "Distribution utilities"
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 [[package]]
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 version = "2.6.1"
@@ -740,6 +1068,34 @@ files = [
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 test = ["pytest (>=6)"]
 
+[[package]]
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+
 [[package]]
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 version = "0.111.1"
@@ -812,6 +1168,57 @@ files = [
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 requests = "*"
 
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+
+[package.extras]
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+
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+python-versions = ">=3.7"
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+    {file = "geventhttpclient-2.3.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66c1e97460608304f400485ac099736fff3566d3d8db2038533d466f8cf5de5a"},
+    {file = "geventhttpclient-2.3.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:4f843f81ee44ba4c553a1b3f73115e0ad8f00044023c24db29f5b1df3da08465"},
+    {file = "geventhttpclient-2.3.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:321b73c73d73b85cfeff36b9b5ee04174ec8406fb3dadc129558a26ccb879360"},
+    {file = "geventhttpclient-2.3.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:829d03c2a140edbe74ad1fb4f850384f585f3e06fc47cfe647d065412b93926f"},
+    {file = "geventhttpclient-2.3.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:994c543f156db7bce3bae15491a0e041eeb3f1cf467e0d1db0c161a900a90bec"},
+    {file = "geventhttpclient-2.3.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b4beff505306aa9da5cdfe2f206b403ec7c8d06a22d6b7248365772858c4ee8c"},
+    {file = "geventhttpclient-2.3.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:fb0a9673074541ccda09a2423fa16f4528819ceb1ba19d252213f6aca7d4b44a"},
+    {file = "geventhttpclient-2.3.1.tar.gz", hash = "sha256:b40ddac8517c456818942c7812f555f84702105c82783238c9fcb8dc12675185"},
+]
+
+[package.dependencies]
+brotli = "*"
+certifi = "*"
+gevent = "*"
+urllib3 = "*"
+
+[package.extras]
+benchmarks = ["httplib2", "httpx", "requests", "urllib3"]
+dev = ["dpkt", "pytest", "requests"]
+examples = ["oauth2"]
+
+[[package]]
+name = "gprof2dot"
+version = "2024.6.6"
+description = "Generate a dot graph from the output of several profilers."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "gprof2dot-2024.6.6-py2.py3-none-any.whl", hash = "sha256:45b14ad7ce64e299c8f526881007b9eb2c6b75505d5613e96e66ee4d5ab33696"},
+    {file = "gprof2dot-2024.6.6.tar.gz", hash = "sha256:fa1420c60025a9eb7734f65225b4da02a10fc6dd741b37fa129bc6b41951e5ab"},
+]
+
 [[package]]
 name = "greenlet"
 version = "3.0.3"
@@ -1094,6 +1661,20 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "identify"
+version = "2.6.0"
+description = "File identification library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "identify-2.6.0-py2.py3-none-any.whl", hash = "sha256:e79ae4406387a9d300332b5fd366d8994f1525e8414984e1a59e058b2eda2dd0"},
+    {file = "identify-2.6.0.tar.gz", hash = "sha256:cb171c685bdc31bcc4c1734698736a7d5b6c8bf2e0c15117f4d469c8640ae5cf"},
+]
+
+[package.extras]
+license = ["ukkonen"]
+
 [[package]]
 name = "idna"
 version = "3.7"
@@ -1135,6 +1716,107 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "ipykernel"
+version = "6.29.5"
+description = "IPython Kernel for Jupyter"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
+    {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
+]
+
+[package.dependencies]
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+comm = ">=0.1.1"
+debugpy = ">=1.6.5"
+ipython = ">=7.23.1"
+jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+matplotlib-inline = ">=0.1"
+nest-asyncio = "*"
+packaging = "*"
+psutil = "*"
+pyzmq = ">=24"
+tornado = ">=6.1"
+traitlets = ">=5.4.0"
+
+[package.extras]
+cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+pyqt5 = ["pyqt5"]
+pyside6 = ["pyside6"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "ipython"
+version = "8.26.0"
+description = "IPython: Productive Interactive Computing"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "ipython-8.26.0-py3-none-any.whl", hash = "sha256:e6b347c27bdf9c32ee9d31ae85defc525755a1869f14057e900675b9e8d6e6ff"},
+    {file = "ipython-8.26.0.tar.gz", hash = "sha256:1cec0fbba8404af13facebe83d04436a7434c7400e59f47acf467c64abd0956c"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt-toolkit = ">=3.0.41,<3.1.0"
+pygments = ">=2.4.0"
+stack-data = "*"
+traitlets = ">=5.13.0"
+typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
+
+[package.extras]
+all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
+black = ["black"]
+doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing-extensions"]
+kernel = ["ipykernel"]
+matplotlib = ["matplotlib"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["ipywidgets", "notebook"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["packaging", "pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
+
+[[package]]
+name = "itsdangerous"
+version = "2.2.0"
+description = "Safely pass data to untrusted environments and back."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
+    {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
+]
+
+[[package]]
+name = "jedi"
+version = "0.19.1"
+description = "An autocompletion tool for Python that can be used for text editors."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+]
+
+[package.dependencies]
+parso = ">=0.8.3,<0.9.0"
+
+[package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.4"
@@ -1259,21 +1941,63 @@ files = [
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
+[[package]]
+name = "jupyter-client"
+version = "8.6.2"
+description = "Jupyter protocol implementation and client libraries"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jupyter_client-8.6.2-py3-none-any.whl", hash = "sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f"},
+    {file = "jupyter_client-8.6.2.tar.gz", hash = "sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df"},
+]
+
+[package.dependencies]
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+python-dateutil = ">=2.8.2"
+pyzmq = ">=23.0"
+tornado = ">=6.2"
+traitlets = ">=5.3"
+
+[package.extras]
+docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+
+[[package]]
+name = "jupyter-core"
+version = "5.7.2"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
+    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
+]
+
+[package.dependencies]
+platformdirs = ">=2.5"
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = ">=5.3"
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
+
 [[package]]
 name = "langchain"
-version = "0.2.9"
+version = "0.2.11"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.2.9-py3-none-any.whl", hash = "sha256:be23fcb29adbd5059944f1fed08fa575f0739d420b1c4127531e0fbf5663fcca"},
-    {file = "langchain-0.2.9.tar.gz", hash = "sha256:cc326a7f6347787a19882928c324433b1a79df629bba45604b2d26495ee5d69c"},
+    {file = "langchain-0.2.11-py3-none-any.whl", hash = "sha256:5a7a8b4918f3d3bebce9b4f23b92d050699e6f7fb97591e8941177cf07a260a2"},
+    {file = "langchain-0.2.11.tar.gz", hash = "sha256:d7a9e4165f02dca0bd78addbc2319d5b9286b5d37c51d784124102b57e9fd297"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.20,<0.3.0"
+langchain-core = ">=0.2.23,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -1288,20 +2012,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-community"
-version = "0.2.7"
+version = "0.2.10"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.7-py3-none-any.whl", hash = "sha256:c236e74249ab68a318c94c95327cbe75a76489b61f7bf93f14117d9233ce70b1"},
-    {file = "langchain_community-0.2.7.tar.gz", hash = "sha256:f52659dbb8a8f0c011cc7d634247686d11d768843cc3e5fe9e6f52321cde82c0"},
+    {file = "langchain_community-0.2.10-py3-none-any.whl", hash = "sha256:9f4d1b5ab7f0b0a704f538e26e50fce45a461da6d2bf6b7b636d24f22fbc088a"},
+    {file = "langchain_community-0.2.10.tar.gz", hash = "sha256:3a0404bad4bd07d6f86affdb62fb3d080a456c66191754d586a409d9d6024d62"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.7,<0.3.0"
-langchain-core = ">=0.2.12,<0.3.0"
+langchain = ">=0.2.9,<0.3.0"
+langchain-core = ">=0.2.23,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -1381,13 +2105,13 @@ types-requests = ">=2.31.0.2,<3.0.0.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.92"
+version = "0.1.93"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.92-py3-none-any.whl", hash = "sha256:8acb27844ff5263bde14b23425f83ee63996f4d5a8e9998cdeef07fd913137ff"},
-    {file = "langsmith-0.1.92.tar.gz", hash = "sha256:681a613a4dc8c8e57c8961c347a39ffcb64d6c697e8ddde1fd8458fcfaef6c13"},
+    {file = "langsmith-0.1.93-py3-none-any.whl", hash = "sha256:811210b9d5f108f36431bd7b997eb9476a9ecf5a2abd7ddbb606c1cdcf0f43ce"},
+    {file = "langsmith-0.1.93.tar.gz", hash = "sha256:285b6ad3a54f50fa8eb97b5f600acc57d0e37e139dd8cf2111a117d0435ba9b4"},
 ]
 
 [package.dependencies]
@@ -1398,6 +2122,36 @@ pydantic = [
 ]
 requests = ">=2,<3"
 
+[[package]]
+name = "locust"
+version = "2.29.1"
+description = "Developer-friendly load testing framework"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "locust-2.29.1-py3-none-any.whl", hash = "sha256:8b15daab44cdf50eef1860a32bb30969423e3795247115e5a37446da3240c6d6"},
+    {file = "locust-2.29.1.tar.gz", hash = "sha256:2e0628a59e2689a50cb4735a9a43709e30f2da7ed276c15d877c5325507f44b1"},
+]
+
+[package.dependencies]
+ConfigArgParse = ">=1.5.5"
+flask = ">=2.0.0"
+Flask-Cors = ">=3.0.10"
+Flask-Login = ">=0.6.3"
+gevent = ">=22.10.2"
+geventhttpclient = ">=2.3.1"
+msgpack = ">=1.0.0"
+psutil = ">=5.9.1"
+pywin32 = {version = "*", markers = "platform_system == \"Windows\""}
+pyzmq = ">=25.0.0"
+requests = [
+    {version = ">=2.32.2", markers = "python_version > \"3.11\""},
+    {version = ">=2.26.0", markers = "python_version <= \"3.11\""},
+]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.11\""}
+Werkzeug = ">=2.0.0"
+
 [[package]]
 name = "loguru"
 version = "0.7.2"
@@ -1705,6 +2459,20 @@ dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
 docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "pytz", "simplejson"]
 
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.7"
+description = "Inline Matplotlib backend for Jupyter"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
+]
+
+[package.dependencies]
+traitlets = "*"
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -1716,6 +2484,71 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 
+[[package]]
+name = "msgpack"
+version = "1.0.8"
+description = "MessagePack serializer"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "msgpack-1.0.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:505fe3d03856ac7d215dbe005414bc28505d26f0c128906037e66d98c4e95868"},
+    {file = "msgpack-1.0.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6b7842518a63a9f17107eb176320960ec095a8ee3b4420b5f688e24bf50c53c"},
+    {file = "msgpack-1.0.8-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:376081f471a2ef24828b83a641a02c575d6103a3ad7fd7dade5486cad10ea659"},
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+name = "parso"
+version = "0.8.4"
+description = "A Python Parser"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
+]
+
+[package.extras]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
+
 [[package]]
 name = "passlib"
 version = "1.7.4"
@@ -2208,6 +3132,20 @@ bcrypt = ["bcrypt (>=3.1.0)"]
 build-docs = ["cloud-sptheme (>=1.10.1)", "sphinx (>=1.6)", "sphinxcontrib-fulltoc (>=1.2.0)"]
 totp = ["cryptography"]
 
+[[package]]
+name = "pexpect"
+version = "4.9.0"
+description = "Pexpect allows easy control of interactive console applications."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+    {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
+]
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
 [[package]]
 name = "pillow"
 version = "10.4.0"
@@ -2336,6 +3274,24 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "pre-commit"
+version = "3.7.1"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pre_commit-3.7.1-py2.py3-none-any.whl", hash = "sha256:fae36fd1d7ad7d6a5a1c0b0d5adb2ed1a3bda5a21bf6c3e5372073d7a11cd4c5"},
+    {file = "pre_commit-3.7.1.tar.gz", hash = "sha256:8ca3ad567bc78a4972a3f1a477e94a79d4597e8140a6e0b651c5e33899c3654a"},
+]
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "prometheus-client"
 version = "0.20.0"
@@ -2350,6 +3306,74 @@ files = [
 [package.extras]
 twisted = ["twisted"]
 
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.47"
+description = "Library for building powerful interactive command lines in Python"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "prompt_toolkit-3.0.47-py3-none-any.whl", hash = "sha256:0d7bfa67001d5e39d02c224b663abc33687405033a8c422d0d675a5a13361d10"},
+    {file = "prompt_toolkit-3.0.47.tar.gz", hash = "sha256:1e1b29cb58080b1e69f207c893a1a7bf16d127a5c30c9d17a25a5d77792e5360"},
+]
+
+[package.dependencies]
+wcwidth = "*"
+
+[[package]]
+name = "psutil"
+version = "6.0.0"
+description = "Cross-platform lib for process and system monitoring in Python."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
+    {file = "psutil-6.0.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a021da3e881cd935e64a3d0a20983bda0bb4cf80e4f74fa9bfcb1bc5785360c6"},
+    {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:1287c2b95f1c0a364d23bc6f2ea2365a8d4d9b726a3be7294296ff7ba97c17f0"},
+    {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:a9a3dbfb4de4f18174528d87cc352d1f788b7496991cca33c6996f40c9e3c92c"},
+    {file = "psutil-6.0.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:6ec7588fb3ddaec7344a825afe298db83fe01bfaaab39155fa84cf1c0d6b13c3"},
+    {file = "psutil-6.0.0-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:1e7c870afcb7d91fdea2b37c24aeb08f98b6d67257a5cb0a8bc3ac68d0f1a68c"},
+    {file = "psutil-6.0.0-cp27-none-win32.whl", hash = "sha256:02b69001f44cc73c1c5279d02b30a817e339ceb258ad75997325e0e6169d8b35"},
+    {file = "psutil-6.0.0-cp27-none-win_amd64.whl", hash = "sha256:21f1fb635deccd510f69f485b87433460a603919b45e2a324ad65b0cc74f8fb1"},
+    {file = "psutil-6.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0"},
+    {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0"},
+    {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5fd9a97c8e94059b0ef54a7d4baf13b405011176c3b6ff257c247cae0d560ecd"},
+    {file = "psutil-6.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e8d0054fc88153ca0544f5c4d554d42e33df2e009c4ff42284ac9ebdef4132"},
+    {file = "psutil-6.0.0-cp36-cp36m-win32.whl", hash = "sha256:fc8c9510cde0146432bbdb433322861ee8c3efbf8589865c8bf8d21cb30c4d14"},
+    {file = "psutil-6.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:34859b8d8f423b86e4385ff3665d3f4d94be3cdf48221fbe476e883514fdb71c"},
+    {file = "psutil-6.0.0-cp37-abi3-win32.whl", hash = "sha256:a495580d6bae27291324fe60cea0b5a7c23fa36a7cd35035a16d93bdcf076b9d"},
+    {file = "psutil-6.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:33ea5e1c975250a720b3a6609c490db40dae5d83a4eb315170c4fe0d8b1f34b3"},
+    {file = "psutil-6.0.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:ffe7fc9b6b36beadc8c322f84e1caff51e8703b88eee1da46d1e3a6ae11b4fd0"},
+    {file = "psutil-6.0.0.tar.gz", hash = "sha256:8faae4f310b6d969fa26ca0545338b21f73c6b15db7c4a8d934a5482faa818f2"},
+]
+
+[package.extras]
+test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
+    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
+]
+
+[[package]]
+name = "pure-eval"
+version = "0.2.3"
+description = "Safely evaluate AST nodes without side effects"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"},
+    {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.0"
@@ -2527,13 +3551,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pypdf"
-version = "4.3.0"
+version = "4.3.1"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pypdf-4.3.0-py3-none-any.whl", hash = "sha256:eeea4d019b57c099d02a0e1692eaaab23341ae3f255c1dafa3c8566b4636496d"},
-    {file = "pypdf-4.3.0.tar.gz", hash = "sha256:0d7a4c67fd03782f5a09d3f48c11c7a31e0bb9af78861a25229bb49259ed0504"},
+    {file = "pypdf-4.3.1-py3-none-any.whl", hash = "sha256:64b31da97eda0771ef22edb1bfecd5deee4b72c3d1736b7df2689805076d6418"},
+    {file = "pypdf-4.3.1.tar.gz", hash = "sha256:b2f37fe9a3030aa97ca86067a56ba3f9d3565f9a791b305c7355d8392c30d91b"},
 ]
 
 [package.dependencies]
@@ -2558,13 +3582,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.2.2"
+version = "8.3.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-8.2.2-py3-none-any.whl", hash = "sha256:c434598117762e2bd304e526244f67bf66bbd7b5d6cf22138be51ff661980343"},
-    {file = "pytest-8.2.2.tar.gz", hash = "sha256:de4bb8104e201939ccdc688b27a89a7be2079b22e2bd2b07f806b6ba71117977"},
+    {file = "pytest-8.3.1-py3-none-any.whl", hash = "sha256:e9600ccf4f563976e2c99fa02c7624ab938296551f280835ee6516df8bc4ae8c"},
+    {file = "pytest-8.3.1.tar.gz", hash = "sha256:7e8e5c5abd6e93cb1cc151f23e57adc31fcf8cfd2a3ff2da63e23f732de35db6"},
 ]
 
 [package.dependencies]
@@ -2572,12 +3596,98 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.5,<2.0"
+pluggy = ">=1.5,<2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-asyncio"
+version = "0.23.8"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest_asyncio-0.23.8-py3-none-any.whl", hash = "sha256:50265d892689a5faefb84df80819d1ecef566eb3549cf915dfb33569359d1ce2"},
+    {file = "pytest_asyncio-0.23.8.tar.gz", hash = "sha256:759b10b33a6dc61cce40a8bd5205e302978bbbcc00e279a8b61d9a6a3c82e4d3"},
+]
+
+[package.dependencies]
+pytest = ">=7.0.0,<9"
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
+[[package]]
+name = "pytest-cov"
+version = "5.0.0"
+description = "Pytest plugin for measuring coverage."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
+    {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"},
+]
+
+[package.dependencies]
+coverage = {version = ">=5.2.1", extras = ["toml"]}
+pytest = ">=4.6"
+
+[package.extras]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
+
+[[package]]
+name = "pytest-instafail"
+version = "0.5.0"
+description = "pytest plugin to show failures instantly"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pytest-instafail-0.5.0.tar.gz", hash = "sha256:33a606f7e0c8e646dc3bfee0d5e3a4b7b78ef7c36168cfa1f3d93af7ca706c9e"},
+    {file = "pytest_instafail-0.5.0-py3-none-any.whl", hash = "sha256:6855414487e9e4bb76a118ce952c3c27d3866af15487506c4ded92eb72387819"},
+]
+
+[package.dependencies]
+pytest = ">=5"
+
+[[package]]
+name = "pytest-mock"
+version = "3.14.0"
+description = "Thin-wrapper around the mock package for easier use with pytest"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
+    {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
+]
+
+[package.dependencies]
+pytest = ">=6.2.5"
+
+[package.extras]
+dev = ["pre-commit", "pytest-asyncio", "tox"]
+
+[[package]]
+name = "pytest-profiling"
+version = "1.7.0"
+description = "Profiling plugin for py.test"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytest-profiling-1.7.0.tar.gz", hash = "sha256:93938f147662225d2b8bd5af89587b979652426a8a6ffd7e73ec4a23e24b7f29"},
+    {file = "pytest_profiling-1.7.0-py2.py3-none-any.whl", hash = "sha256:999cc9ac94f2e528e3f5d43465da277429984a1c237ae9818f8cfd0b06acb019"},
+]
+
+[package.dependencies]
+gprof2dot = "*"
+pytest = "*"
+six = "*"
+
+[package.extras]
+tests = ["pytest-virtualenv"]
+
 [[package]]
 name = "pytest-split"
 version = "0.9.0"
@@ -2592,6 +3702,45 @@ files = [
 [package.dependencies]
 pytest = ">=5,<9"
 
+[[package]]
+name = "pytest-sugar"
+version = "1.0.0"
+description = "pytest-sugar is a plugin for pytest that changes the default look and feel of pytest (e.g. progressbar, show tests that fail instantly)."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytest-sugar-1.0.0.tar.gz", hash = "sha256:6422e83258f5b0c04ce7c632176c7732cab5fdb909cb39cca5c9139f81276c0a"},
+    {file = "pytest_sugar-1.0.0-py3-none-any.whl", hash = "sha256:70ebcd8fc5795dc457ff8b69d266a4e2e8a74ae0c3edc749381c64b5246c8dfd"},
+]
+
+[package.dependencies]
+packaging = ">=21.3"
+pytest = ">=6.2.0"
+termcolor = ">=2.1.0"
+
+[package.extras]
+dev = ["black", "flake8", "pre-commit"]
+
+[[package]]
+name = "pytest-xdist"
+version = "3.6.1"
+description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest_xdist-3.6.1-py3-none-any.whl", hash = "sha256:9ed4adfb68a016610848639bb7e02c9352d5d9f03d04809919e2dafc3be4cca7"},
+    {file = "pytest_xdist-3.6.1.tar.gz", hash = "sha256:ead156a4db231eec769737f57668ef58a2084a34b2e55c4a8fa20d861107300d"},
+]
+
+[package.dependencies]
+execnet = ">=2.1"
+pytest = ">=7.0.0"
+
+[package.extras]
+psutil = ["psutil (>=3.0)"]
+setproctitle = ["setproctitle"]
+testing = ["filelock"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -2681,6 +3830,29 @@ files = [
     {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
 ]
 
+[[package]]
+name = "pywin32"
+version = "306"
+description = "Python for Window Extensions"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"},
+    {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"},
+    {file = "pywin32-306-cp311-cp311-win32.whl", hash = "sha256:e65028133d15b64d2ed8f06dd9fbc268352478d4f9289e69c190ecd6818b6407"},
+    {file = "pywin32-306-cp311-cp311-win_amd64.whl", hash = "sha256:a7639f51c184c0272e93f244eb24dafca9b1855707d94c192d4a0b4c01e1100e"},
+    {file = "pywin32-306-cp311-cp311-win_arm64.whl", hash = "sha256:70dba0c913d19f942a2db25217d9a1b726c278f483a919f1abfed79c9cf64d3a"},
+    {file = "pywin32-306-cp312-cp312-win32.whl", hash = "sha256:383229d515657f4e3ed1343da8be101000562bf514591ff383ae940cad65458b"},
+    {file = "pywin32-306-cp312-cp312-win_amd64.whl", hash = "sha256:37257794c1ad39ee9be652da0462dc2e394c8159dfd913a8a4e8eb6fd346da0e"},
+    {file = "pywin32-306-cp312-cp312-win_arm64.whl", hash = "sha256:5821ec52f6d321aa59e2db7e0a35b997de60c201943557d108af9d4ae1ec7040"},
+    {file = "pywin32-306-cp37-cp37m-win32.whl", hash = "sha256:1c73ea9a0d2283d889001998059f5eaaba3b6238f767c9cf2833b13e6a685f65"},
+    {file = "pywin32-306-cp37-cp37m-win_amd64.whl", hash = "sha256:72c5f621542d7bdd4fdb716227be0dd3f8565c11b280be6315b06ace35487d36"},
+    {file = "pywin32-306-cp38-cp38-win32.whl", hash = "sha256:e4c092e2589b5cf0d365849e73e02c391c1349958c5ac3e9d5ccb9a28e017b3a"},
+    {file = "pywin32-306-cp38-cp38-win_amd64.whl", hash = "sha256:e8ac1ae3601bee6ca9f7cb4b5363bf1c0badb935ef243c4733ff9a393b1690c0"},
+    {file = "pywin32-306-cp39-cp39-win32.whl", hash = "sha256:e25fd5b485b55ac9c057f67d94bc203f3f6595078d1fb3b458c9c28b7153a802"},
+    {file = "pywin32-306-cp39-cp39-win_amd64.whl", hash = "sha256:39b61c15272833b5c329a2989999dcae836b1eed650252ab1b7bfbe1d59f30f4"},
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
@@ -2741,6 +3913,106 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "pyzmq"
+version = "26.0.3"
+description = "Python bindings for 0MQ"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyzmq-26.0.3-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:44dd6fc3034f1eaa72ece33588867df9e006a7303725a12d64c3dff92330f625"},
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 [[package]]
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 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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+
 [[package]]
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 version = "13.7.1"
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 pyasn1 = ">=0.1.3"
 
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 description = "Python client for Sentry (https://sentry.io)"
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 python-versions = ">=3.6"
 files = [
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@@ -2848,19 +4160,19 @@ tornado = ["tornado (>=6)"]
 
 [[package]]
 name = "setuptools"
-version = "71.0.3"
+version = "71.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 name = "shellingham"
@@ -2997,6 +4309,25 @@ files = [
 pydantic = ">=1.10.13,<3.0.0"
 SQLAlchemy = ">=2.0.0,<2.1.0"
 
+[[package]]
+name = "stack-data"
+version = "0.6.3"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+optional = false
+python-versions = "*"
+files = [
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+
+[package.dependencies]
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
 [[package]]
 name = "starlette"
 version = "0.37.2"
@@ -3029,6 +4360,20 @@ files = [
 doc = ["reno", "sphinx"]
 test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
+[[package]]
+name = "termcolor"
+version = "2.4.0"
+description = "ANSI color formatting for output in terminal"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.extras]
+tests = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -3040,6 +4385,41 @@ files = [
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 ]
 
+[[package]]
+name = "tornado"
+version = "6.4.1"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[[package]]
+name = "traitlets"
+version = "5.14.3"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.extras]
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+
 [[package]]
 name = "typer"
 version = "0.12.3"
@@ -3057,6 +4437,141 @@ rich = ">=10.11.0"
 shellingham = ">=1.3.0"
 typing-extensions = ">=3.7.4.3"
 
+[[package]]
+name = "types-cffi"
+version = "1.16.0.20240331"
+description = "Typing stubs for cffi"
+optional = false
+python-versions = ">=3.8"
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+[package.dependencies]
+types-setuptools = "*"
+
+[[package]]
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+description = "Typing stubs for google-cloud-ndb"
+optional = false
+python-versions = ">=3.8"
+files = [
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+optional = false
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+]
+
+[package.dependencies]
+cryptography = ">=35.0.0"
+types-pyOpenSSL = "*"
+
 [[package]]
 name = "types-requests"
 version = "2.32.0.20240712"
@@ -3071,6 +4586,17 @@ files = [
 [package.dependencies]
 urllib3 = ">=2"
 
+[[package]]
+name = "types-setuptools"
+version = "71.1.0.20240724"
+description = "Typing stubs for setuptools"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "types-setuptools-71.1.0.20240724.tar.gz", hash = "sha256:ae61c528111a9450e149aedbc1ab0f7874f9bb0dc8f14c3cd200a1f82457050b"},
+    {file = "types_setuptools-71.1.0.20240724-py3-none-any.whl", hash = "sha256:90570f0578ed67bb25ada9b3d1432e6727178d2408a7051b27e4a712731df30a"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -3142,13 +4668,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.30.1"
+version = "0.30.3"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"},
-    {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"},
+    {file = "uvicorn-0.30.3-py3-none-any.whl", hash = "sha256:94a3608da0e530cea8f69683aa4126364ac18e3826b6630d1a65f4638aade503"},
+    {file = "uvicorn-0.30.3.tar.gz", hash = "sha256:0d114d0831ff1adbf231d358cbf42f17333413042552a624ea6a9b4c33dcfd81"},
 ]
 
 [package.dependencies]
@@ -3210,6 +4736,40 @@ files = [
 docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
 test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.26.3"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
+    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
+[[package]]
+name = "vulture"
+version = "2.11"
+description = "Find dead code"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "vulture-2.11-py2.py3-none-any.whl", hash = "sha256:12d745f7710ffbf6aeb8279ba9068a24d4e52e8ed333b8b044035c9d6b823aba"},
+    {file = "vulture-2.11.tar.gz", hash = "sha256:f0fbb60bce6511aad87ee0736c502456737490a82d919a44e6d92262cb35f1c2"},
+]
+
+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "watchfiles"
 version = "0.22.0"
@@ -3297,6 +4857,17 @@ files = [
 [package.dependencies]
 anyio = ">=3.0.0"
 
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
+
 [[package]]
 name = "websockets"
 version = "12.0"
@@ -3378,6 +4949,23 @@ files = [
     {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
 ]
 
+[[package]]
+name = "werkzeug"
+version = "3.0.3"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
+    {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
 [[package]]
 name = "win32-setctime"
 version = "1.1.0"
@@ -3589,6 +5177,77 @@ files = [
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
+[[package]]
+name = "zope-event"
+version = "5.0"
+description = "Very basic event publishing system"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "zope.event-5.0-py3-none-any.whl", hash = "sha256:2832e95014f4db26c47a13fdaef84cef2f4df37e66b59d8f1f4a8f319a632c26"},
+    {file = "zope.event-5.0.tar.gz", hash = "sha256:bac440d8d9891b4068e2b5a2c5e2c9765a9df762944bda6955f96bb9b91e67cd"},
+]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx"]
+test = ["zope.testrunner"]
+
+[[package]]
+name = "zope-interface"
+version = "6.4.post2"
+description = "Interfaces for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "zope.interface-6.4.post2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2eccd5bef45883802848f821d940367c1d0ad588de71e5cabe3813175444202c"},
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+    {file = "zope.interface-6.4.post2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e4fa5d34d7973e6b0efa46fe4405090f3b406f64b6290facbb19dcbf642ad6b"},
+    {file = "zope.interface-6.4.post2-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d22fce0b0f5715cdac082e35a9e735a1752dc8585f005d045abb1a7c20e197f9"},
+    {file = "zope.interface-6.4.post2-cp310-cp310-win_amd64.whl", hash = "sha256:97e615eab34bd8477c3f34197a17ce08c648d38467489359cb9eb7394f1083f7"},
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+    {file = "zope.interface-6.4.post2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e96ac6b3169940a8cd57b4f2b8edcad8f5213b60efcd197d59fbe52f0accd66e"},
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+    {file = "zope.interface-6.4.post2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3d136e5b8821073e1a09dde3eb076ea9988e7010c54ffe4d39701adf0c303438"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1730c93a38b5a18d24549bc81613223962a19d457cfda9bdc66e542f475a36f4"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bc2676312cc3468a25aac001ec727168994ea3b69b48914944a44c6a0b251e79"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a62fd6cd518693568e23e02f41816adedfca637f26716837681c90b36af3671"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-win_amd64.whl", hash = "sha256:d3f7e001328bd6466b3414215f66dde3c7c13d8025a9c160a75d7b2687090d15"},
+    {file = "zope.interface-6.4.post2.tar.gz", hash = "sha256:1c207e6f6dfd5749a26f5a5fd966602d6b824ec00d2df84a7e9a924e8933654e"},
+]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
+test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+
 [extras]
 all = []
 deploy = []
@@ -3597,4 +5256,4 @@ local = []
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "824e91c3465ec9eb51bcd5f26297c45232f1fce0298fe2b5673fd5cbb2503734"
+content-hash = "877648288f4f9d5d3304c36853d1b2c5f833d673665bf9b1c707c37bbf02e6ad"
diff --git a/src/backend/base/pyproject.toml b/src/backend/base/pyproject.toml
index b6c1c3eb6..4b40d2924 100644
--- a/src/backend/base/pyproject.toml
+++ b/src/backend/base/pyproject.toml
@@ -83,8 +83,38 @@ local = ["llama-cpp-python", "sentence-transformers", "ctransformers"]
 all = ["deploy", "local"]
 
 
+
 [tool.poetry.group.dev.dependencies]
+types-redis = "^4.6.0.5"
+ipykernel = "^6.29.0"
+mypy = "^1.11.0"
+ruff = "^0.4.5"
+httpx = "*"
+pytest = "^8.2.0"
+types-requests = "^2.32.0"
+requests = "^2.32.0"
+pytest-cov = "^5.0.0"
+pandas-stubs = "^2.1.4.231227"
+types-pillow = "^10.2.0.20240213"
+types-pyyaml = "^6.0.12.8"
+types-python-jose = "^3.3.4.8"
+types-passlib = "^1.7.7.13"
+locust = "^2.23.1"
+pytest-mock = "^3.14.0"
+pytest-xdist = "^3.6.0"
+types-pywin32 = "^306.0.0.4"
+types-google-cloud-ndb = "^2.2.0.0"
+pytest-sugar = "^1.0.0"
+respx = "^0.21.1"
+pytest-instafail = "^0.5.0"
+pytest-asyncio = "^0.23.0"
+pytest-profiling = "^1.7.0"
+pre-commit = "^3.7.0"
+vulture = "^2.11"
+dictdiffer = "^0.9.0"
 pytest-split = "^0.9.0"
+devtools = "^0.12.2"
+
 
 [tool.pytest.ini_options]
 minversion = "6.0"
diff --git a/src/backend/tests/unit/components/prompts/test_prompt_component.py b/src/backend/tests/unit/components/prompts/test_prompt_component.py
new file mode 100644
index 000000000..8f8494013
--- /dev/null
+++ b/src/backend/tests/unit/components/prompts/test_prompt_component.py
@@ -0,0 +1,19 @@
+import pytest
+
+from langflow.components.prompts.Prompt import PromptComponent  # type: ignore
+
+
+@pytest.fixture
+def client():
+    pass
+
+
+class TestPromptComponent:
+    def test_post_code_processing(self):
+        component = PromptComponent(template="Hello {name}!", name="John")
+        frontend_node = component.to_frontend_node()
+        node_data = frontend_node["data"]["node"]
+        assert node_data["template"]["template"]["value"] == "Hello {name}!"
+        assert "name" in node_data["custom_fields"]["template"]
+        assert "name" in node_data["template"]
+        assert node_data["template"]["name"]["value"] == "John"
diff --git a/src/backend/tests/unit/test_custom_component.py b/src/backend/tests/unit/test_custom_component.py
index d582f2933..5c1cf5369 100644
--- a/src/backend/tests/unit/test_custom_component.py
+++ b/src/backend/tests/unit/test_custom_component.py
@@ -72,16 +72,16 @@ def test_component_init():
     """
     Test the initialization of the Component class.
     """
-    component = BaseComponent(_code=code_default, function_entrypoint_name="build")
+    component = BaseComponent(_code=code_default, _function_entrypoint_name="build")
     assert component._code == code_default
-    assert component.function_entrypoint_name == "build"
+    assert component._function_entrypoint_name == "build"
 
 
 def test_component_get_code_tree():
     """
     Test the get_code_tree method of the Component class.
     """
-    component = BaseComponent(_code=code_default, function_entrypoint_name="build")
+    component = BaseComponent(_code=code_default, _function_entrypoint_name="build")
     tree = component.get_code_tree(component._code)
     assert "imports" in tree
 
@@ -91,7 +91,7 @@ def test_component_code_null_error():
     Test the get_function method raises the
     ComponentCodeNullError when the code is empty.
     """
-    component = BaseComponent(_code="", function_entrypoint_name="")
+    component = BaseComponent(_code="", _function_entrypoint_name="")
     with pytest.raises(ComponentCodeNullError):
         component.get_function()
 
@@ -102,16 +102,16 @@ def test_custom_component_init():
     """
     function_entrypoint_name = "build"
 
-    custom_component = CustomComponent(_code=code_default, function_entrypoint_name=function_entrypoint_name)
+    custom_component = CustomComponent(_code=code_default, _function_entrypoint_name=function_entrypoint_name)
     assert custom_component._code == code_default
-    assert custom_component.function_entrypoint_name == function_entrypoint_name
+    assert custom_component._function_entrypoint_name == function_entrypoint_name
 
 
 def test_custom_component_build_template_config():
     """
     Test the build_template_config property of the CustomComponent class.
     """
-    custom_component = CustomComponent(_code=code_default, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=code_default, _function_entrypoint_name="build")
     config = custom_component.build_template_config()
     assert isinstance(config, dict)
 
@@ -120,7 +120,7 @@ def test_custom_component_get_function():
     """
     Test the get_function property of the CustomComponent class.
     """
-    custom_component = CustomComponent(_code="def build(): pass", function_entrypoint_name="build")
+    custom_component = CustomComponent(_code="def build(): pass", _function_entrypoint_name="build")
     my_function = custom_component.get_function()
     assert isinstance(my_function, types.FunctionType)
 
@@ -195,7 +195,7 @@ def test_component_get_function_valid():
     Test the get_function method of the Component
     class with valid code and function_entrypoint_name.
     """
-    component = BaseComponent(_code="def build(): pass", function_entrypoint_name="build")
+    component = BaseComponent(_code="def build(): pass", _function_entrypoint_name="build")
     my_function = component.get_function()
     assert callable(my_function)
 
@@ -205,7 +205,7 @@ def test_custom_component_get_function_entrypoint_args():
     Test the get_function_entrypoint_args
     property of the CustomComponent class.
     """
-    custom_component = CustomComponent(_code=code_default, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=code_default, _function_entrypoint_name="build")
     args = custom_component.get_function_entrypoint_args
     assert len(args) == 3
     assert args[0]["name"] == "self"
@@ -219,7 +219,7 @@ def test_custom_component_get_function_entrypoint_return_type():
     property of the CustomComponent class.
     """
 
-    custom_component = CustomComponent(_code=code_default, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=code_default, _function_entrypoint_name="build")
     return_type = custom_component.get_function_entrypoint_return_type
     assert return_type == [Document]
 
@@ -228,7 +228,7 @@ def test_custom_component_get_main_class_name():
     """
     Test the get_main_class_name property of the CustomComponent class.
     """
-    custom_component = CustomComponent(_code=code_default, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=code_default, _function_entrypoint_name="build")
     class_name = custom_component.get_main_class_name
     assert class_name == "YourComponent"
 
@@ -238,7 +238,7 @@ def test_custom_component_get_function_valid():
     Test the get_function property of the CustomComponent
     class with valid code and function_entrypoint_name.
     """
-    custom_component = CustomComponent(_code="def build(): pass", function_entrypoint_name="build")
+    custom_component = CustomComponent(_code="def build(): pass", _function_entrypoint_name="build")
     my_function = custom_component.get_function
     assert callable(my_function)
 
@@ -352,7 +352,7 @@ def test_component_get_code_tree_syntax_error():
     Test the get_code_tree method of the Component class
     raises the CodeSyntaxError when given incorrect syntax.
     """
-    component = BaseComponent(_code="import os as", function_entrypoint_name="build")
+    component = BaseComponent(_code="import os as", _function_entrypoint_name="build")
     with pytest.raises(CodeSyntaxError):
         component.get_code_tree(component._code)
 
@@ -362,7 +362,7 @@ def test_custom_component_class_template_validation_no_code():
     Test the _class_template_validation method of the CustomComponent class
     raises the HTTPException when the code is None.
     """
-    custom_component = CustomComponent(_code=None, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=None, _function_entrypoint_name="build")
     with pytest.raises(TypeError):
         custom_component.get_function()
 
@@ -372,7 +372,7 @@ def test_custom_component_get_code_tree_syntax_error():
     Test the get_code_tree method of the CustomComponent class
     raises the CodeSyntaxError when given incorrect syntax.
     """
-    custom_component = CustomComponent(_code="import os as", function_entrypoint_name="build")
+    custom_component = CustomComponent(_code="import os as", _function_entrypoint_name="build")
     with pytest.raises(CodeSyntaxError):
         custom_component.get_code_tree(custom_component._code)
 
@@ -387,7 +387,7 @@ class MyMainClass(CustomComponent):
     def build():
         pass"""
 
-    custom_component = CustomComponent(_code=my_code, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=my_code, _function_entrypoint_name="build")
     args = custom_component.get_function_entrypoint_args
     assert len(args) == 0
 
@@ -402,7 +402,7 @@ class MyClass(CustomComponent):
     def build():
         pass"""
 
-    custom_component = CustomComponent(_code=my_code, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=my_code, _function_entrypoint_name="build")
     return_type = custom_component.get_function_entrypoint_return_type
     assert return_type == []
 
@@ -416,7 +416,7 @@ def test_custom_component_get_main_class_name_no_main_class():
 def build():
     pass"""
 
-    custom_component = CustomComponent(_code=my_code, function_entrypoint_name="build")
+    custom_component = CustomComponent(_code=my_code, _function_entrypoint_name="build")
     class_name = custom_component.get_main_class_name
     assert class_name == ""
 
@@ -426,7 +426,7 @@ def test_custom_component_build_not_implemented():
     Test the build method of the CustomComponent
     class raises the NotImplementedError.
     """
-    custom_component = CustomComponent(_code="def build(): pass", function_entrypoint_name="build")
+    custom_component = CustomComponent(_code="def build(): pass", _function_entrypoint_name="build")
     with pytest.raises(NotImplementedError):
         custom_component.build()
 
diff --git a/src/backend/tests/unit/test_data_components.py b/src/backend/tests/unit/test_data_components.py
index bee801d84..89dbccb47 100644
--- a/src/backend/tests/unit/test_data_components.py
+++ b/src/backend/tests/unit/test_data_components.py
@@ -12,6 +12,11 @@ from httpx import Response
 from langflow.components import data
 
 
+@pytest.fixture
+def client():
+    pass
+
+
 @pytest.fixture
 def api_request():
     # This fixture provides an instance of APIRequest for each test case