SDK: Fully qualified tool names (#47)

In this PR:
- Handle and require fully-qualified tool names `Toolkit.ToolName` in
the actor

Also, unrelated changes/fixes:
- Cleaned up the logic around actor secrets and `$ARCADE_ACTOR_SECRET`
- Removes experimental Flask actor for now

Note: Must be merged along with
https://github.com/ArcadeAI/Engine/pull/87
This commit is contained in:
Nate Barbettini 2024-09-23 15:47:36 -07:00 committed by GitHub
parent 53fa083efd
commit c1a66a6170
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
23 changed files with 449 additions and 1195 deletions

18
.vscode/launch.json vendored
View file

@ -6,23 +6,22 @@
"type": "python",
"request": "launch",
"module": "uvicorn",
"args": ["main:app", "--app-dir", "${workspaceFolder}/examples/fastapi/arcade_example_fastapi"],
"args": ["main:app", "--app-dir", "${workspaceFolder}/examples/fastapi/arcade_example_fastapi", "--port", "8002"],
"jinja": true,
"justMyCode": true,
"cwd": "${workspaceFolder}/examples/fastapi/arcade_example_fastapi"
},
{
"name": "Debug `arcade dev`",
"name": "Debug `arcade dev --no-auth`",
"type": "python",
"request": "launch",
"program": "${workspaceFolder}/arcade/run_cli.py",
"args": ["dev"],
"args": ["dev", "--no-auth"],
"console": "integratedTerminal",
"jinja": true,
"justMyCode": true,
"cwd": "${workspaceFolder}"
},
,
{
"name": "Debug `arcade chat -h localhost`",
"type": "python",
@ -33,6 +32,17 @@
"jinja": true,
"justMyCode": true,
"cwd": "${workspaceFolder}"
},
{
"name": "Debug `arcade evals -d`",
"type": "python",
"request": "launch",
"program": "${workspaceFolder}/arcade/run_cli.py",
"args": ["evals", "-d"],
"console": "integratedTerminal",
"jinja": true,
"justMyCode": true,
"cwd": "${workspaceFolder}"
}
]
}

View file

@ -1,3 +1,5 @@
import logging
import os
import time
from datetime import datetime
from typing import Any, Callable, ClassVar
@ -17,6 +19,8 @@ from arcade.core.schema import (
ToolDefinition,
)
logger = logging.getLogger(__name__)
class BaseActor(Actor):
"""
@ -32,13 +36,36 @@ class BaseActor(Actor):
HealthCheckComponent,
)
def __init__(self, secret: str, disable_auth: bool = False) -> None:
def __init__(self, secret: str | None = None, disable_auth: bool = False) -> None:
"""
Initialize the BaseActor with an empty ToolCatalog.
If no secret is provided, the actor will use the ARCADE_ACTOR_SECRET environment variable.
"""
self.catalog = ToolCatalog()
self.disable_auth = disable_auth
self.secret = secret
if disable_auth:
logger.warning(
"Warning: Actor is running without authentication. Not recommended for production."
)
self.secret = self._set_secret(secret, disable_auth)
def _set_secret(self, secret: str | None, disable_auth: bool) -> str:
if disable_auth:
return ""
# If secret is provided, use it
if secret:
return secret
# If secret is not provided, try to get it from environment variables
env_secret = os.environ.get("ARCADE_ACTOR_SECRET")
if env_secret:
return env_secret
raise ValueError(
"No secret provided for actor. Set the ARCADE_ACTOR_SECRET environment variable."
)
def get_catalog(self) -> list[ToolDefinition]:
"""
@ -46,11 +73,11 @@ class BaseActor(Actor):
"""
return [tool.definition for tool in self.catalog]
def register_tool(self, tool: Callable) -> None:
def register_tool(self, tool: Callable, toolkit_name: str | None = None) -> None:
"""
Register a tool to the catalog.
"""
self.catalog.add_tool(tool)
self.catalog.add_tool(tool, toolkit_name)
def register_toolkit(self, toolkit: Toolkit) -> None:
"""
@ -62,12 +89,14 @@ class BaseActor(Actor):
"""
Call (invoke) a tool using the ToolExecutor.
"""
tool_name = tool_request.tool.name
tool = self.catalog.get_tool(tool_name)
if not tool:
raise ValueError(f"Tool {tool_name} not found in catalog.")
tool_fqname = tool_request.tool.get_fully_qualified_name()
materialized_tool = self.catalog[tool_name]
try:
materialized_tool = self.catalog.get_tool(tool_fqname)
except KeyError:
raise ValueError(
f"Tool {tool_fqname} not found in catalog with toolkit version {tool_request.tool.version}."
)
start_time = time.time()
@ -95,7 +124,7 @@ class BaseActor(Actor):
"""
Provide a health check that serves as a heartbeat of actor health.
"""
return {"status": "ok", "tool_count": len(self.catalog.tools.keys())}
return {"status": "ok", "tool_count": len(self.catalog)}
def register_routes(self, router: Router) -> None:
"""

View file

@ -18,10 +18,12 @@ class FastAPIActor(BaseActor):
An Arcade Actor that is hosted inside a FastAPI app.
"""
def __init__(self, app: FastAPI, *, secret: str, disable_auth: bool = False) -> None:
def __init__(
self, app: FastAPI, secret: str | None = None, *, disable_auth: bool = False
) -> None:
"""
Initialize the FastAPIActor with a FastAPI app
instance and an empty ToolCatalog.
Initialize the FastAPIActor with a FastAPI app instance.
If no secret is provided, the actor will use the ARCADE_ACTOR_SECRET environment variable.
"""
super().__init__(secret, disable_auth)
self.app = app

View file

@ -1,7 +0,0 @@
import importlib.util
# Flask is an optional dependency, so make sure it's installed
if importlib.util.find_spec("flask") is None:
raise ImportError(
"Flask is not installed. Please install it using `pip install arcade-ai[flask]`."
)

View file

@ -1,75 +0,0 @@
import asyncio
from typing import Any, Callable, cast
from flask import Flask, request
from pydantic import BaseModel
from arcade.actor.core.base import BaseActor, Router
from arcade.actor.core.common import RequestData
from arcade.actor.utils import is_async_callable
class FlaskActor(BaseActor):
"""
An Arcade Actor that is hosted inside a Flask app.
"""
def __init__(self, app: Flask, *, secret: str, disable_auth: bool = False) -> None:
"""
Initialize the FlaskActor with a Flask app
instance and an empty ToolCatalog.
"""
super().__init__(secret, disable_auth)
self.app = app
self.router = FlaskRouter(app, self)
self.register_routes(self.router)
class FlaskRouter(Router):
def __init__(self, app: Flask, actor: BaseActor) -> None:
self.app = app
self.actor = actor
def _wrap_handler(self, handler: Callable) -> Callable:
def wrapped_handler() -> Any:
# TODO: Handle JWT auth
body_json = cast(dict, request.get_json()) if request.is_json else {}
request_data = RequestData(
path=request.path,
method=request.method,
body_json=body_json,
)
if is_async_callable(handler):
# TODO probably not the best way to do this.
# Consider a thread pool when we make this production-worthy.
result = asyncio.run(handler(request_data))
else:
result = handler(request_data)
# If the result is a pydantic BaseModel, use model_dump
if isinstance(result, BaseModel):
return result.model_dump()
elif isinstance(result, list) and all(isinstance(item, BaseModel) for item in result):
return [item.model_dump() for item in result]
return result
return wrapped_handler
def add_route(
self, endpoint_path: str, handler: Callable, method: str, require_auth: bool = True
) -> None:
"""
Add a route to the Flask application.
"""
# TODO: Implement auth
# use_auth_for_route = not self.actor.disable_auth and require_auth
handler_name = handler.__name__ if hasattr(handler, "__name__") else type(handler).__name__
endpoint_name = f"actor_{handler_name}_{method}"
self.app.add_url_rule(
f"{self.actor.base_path}/{endpoint_path}",
endpoint_name,
view_func=self._wrap_handler(handler),
methods=[method],
)

View file

@ -295,13 +295,6 @@ def dev(
Starts the actor with host, port, and reload options. Uses
Uvicorn as ASGI actor. Parameters allow runtime configuration.
"""
if disable_auth:
console.print(
"⚠️ Actor authentication is disabled. Not recommended for production.",
style="bold yellow",
)
from arcade.cli.serve import serve_default_actor
try:

View file

@ -49,10 +49,10 @@ def serve_default_actor(
else:
logger.info("Serving the following toolkits:")
for toolkit in toolkits:
logger.info(f" - {toolkit.name} ({toolkit.package_name})")
logger.info(f" - {toolkit.name} ({toolkit.package_name}): {len(toolkit.tools)} tools")
actor_secret = os.environ.get("ARCADE_ACTOR_SECRET")
if not actor_secret:
if not disable_auth and not actor_secret:
logger.warning(
"Warning: ARCADE_ACTOR_SECRET environment variable is not set. Using 'dev' as the actor secret.",
)

View file

@ -25,12 +25,14 @@ from pydantic_core import PydanticUndefined
from arcade.core.errors import ToolDefinitionError
from arcade.core.schema import (
FullyQualifiedName,
InputParameter,
OAuth2Requirement,
ToolAuthRequirement,
ToolContext,
ToolDefinition,
ToolInputs,
ToolkitDefinition,
ToolOutput,
ToolRequirements,
ValueSchema,
@ -46,6 +48,8 @@ from arcade.core.utils import (
from arcade.sdk.annotations import Inferrable
from arcade.sdk.auth import BaseOAuth2, ToolAuthorization
DEFAULT_TOOLKIT_NAME = "Tools"
InnerWireType = Literal["string", "integer", "number", "boolean", "json"]
WireType = Union[InnerWireType, Literal["array"]]
@ -92,8 +96,8 @@ class MaterializedTool(BaseModel):
return self.definition.name
@property
def version(self) -> str:
return self.definition.version
def version(self) -> str | None:
return self.definition.toolkit.version
@property
def description(self) -> str:
@ -107,29 +111,51 @@ class MaterializedTool(BaseModel):
class ToolCatalog(BaseModel):
"""Singleton class that holds all tools for a given actor"""
tools: dict[str, MaterializedTool] = {}
_tools: dict[FullyQualifiedName, MaterializedTool] = {}
def add_tool(
self,
tool_func: Callable,
toolkit_or_name: Union[str | None, Toolkit] = None,
module: ModuleType | None = None,
toolkit: Toolkit | None = None,
) -> None:
"""
Add a function to the catalog as a tool.
"""
input_model, output_model = create_func_models(tool_func)
if isinstance(toolkit_or_name, Toolkit):
toolkit = toolkit_or_name
toolkit_name = toolkit.name
elif isinstance(toolkit_or_name, str):
toolkit = None
toolkit_name = toolkit_or_name
else:
toolkit = None
toolkit_name = DEFAULT_TOOLKIT_NAME
if not toolkit_name:
raise ValueError("A toolkit name or toolkit must be provided.")
definition = ToolCatalog.create_tool_definition(
tool_func, toolkit.version if toolkit else "latest"
tool_func,
toolkit_name,
toolkit.version if toolkit else None,
toolkit.description if toolkit else None,
)
self.tools[definition.name] = MaterializedTool(
fully_qualified_name = definition.get_fully_qualified_name()
if fully_qualified_name in self._tools:
raise KeyError(f"Tool '{definition.name}' already exists in the catalog.")
self._tools[fully_qualified_name] = MaterializedTool(
definition=definition,
tool=tool_func,
meta=ToolMeta(
module=module.__name__ if module else tool_func.__module__,
toolkit=toolkit.name if toolkit else None,
toolkit=toolkit_name,
package=toolkit.package_name if toolkit else None,
path=module.__file__ if module else None,
),
@ -155,49 +181,64 @@ class ToolCatalog(BaseModel):
except ImportError as e:
raise ToolDefinitionError(f"Could not import module {module_name}. Reason: {e}")
self.add_tool(tool_func, module, toolkit)
self.add_tool(tool_func, toolkit, module)
def __getitem__(self, name: str) -> MaterializedTool:
for tool_name, tool in self.tools.items():
if tool_name == name:
return tool
raise KeyError(f"Tool {name} not found.")
def __getitem__(self, name: FullyQualifiedName) -> MaterializedTool:
return self.get_tool(name)
def __contains__(self, name: str) -> bool:
return name in self.tools
def __contains__(self, name: FullyQualifiedName) -> bool:
return name in self._tools
def __iter__(self) -> Iterator[MaterializedTool]: # type: ignore[override]
yield from self.tools.values()
yield from self._tools.values()
def __len__(self) -> int:
return len(self.tools)
return len(self._tools)
def is_empty(self) -> bool:
return len(self.tools) == 0
return len(self._tools) == 0
def get_tool_names(self) -> list[FullyQualifiedName]:
return [tool.definition.get_fully_qualified_name() for tool in self._tools.values()]
def get_tool(self, name: FullyQualifiedName) -> MaterializedTool:
"""
Get a tool from the catalog by fully-qualified name and version.
If the version is not specified, the any version is returned.
"""
if name.toolkit_version:
try:
return self._tools[name]
except KeyError:
raise ValueError(f"Tool {name}@{name.toolkit_version} not found in the catalog.")
for key, tool in self._tools.items():
if key.equals_ignoring_version(name):
return tool
def get_tool(self, name: str) -> Optional[Callable]:
for tool in self.tools.values():
if tool.definition.name == name:
return tool.tool
raise ValueError(f"Tool {name} not found.")
@staticmethod
def create_tool_definition(tool: Callable, version: str) -> ToolDefinition:
def create_tool_definition(
tool: Callable,
toolkit_name: str,
toolkit_version: Optional[str] = None,
toolkit_desc: Optional[str] = None,
) -> ToolDefinition:
"""
Given a tool function, create a ToolDefinition
# TODO: (sam) Make this a function?
"""
tool_name = getattr(tool, "__tool_name__", tool.__name__)
raw_tool_name = getattr(tool, "__tool_name__", tool.__name__)
# Hard requirement: tools must have descriptions
tool_description = getattr(tool, "__tool_description__", None)
if not tool_description:
raise ToolDefinitionError(f"Tool {tool_name} is missing a description")
raise ToolDefinitionError(f"Tool {raw_tool_name} is missing a description")
# If the function returns a value, it must have a type annotation
if does_function_return_value(tool) and tool.__annotations__.get("return") is None:
raise ToolDefinitionError(f"Tool {tool_name} must have a return type annotation")
raise ToolDefinitionError(f"Tool {raw_tool_name} must have a return type annotation")
auth_requirement = getattr(tool, "__tool_requires_auth__", None)
if isinstance(auth_requirement, ToolAuthorization):
@ -208,10 +249,20 @@ class ToolCatalog(BaseModel):
new_auth_requirement.oauth2 = OAuth2Requirement(**auth_requirement.model_dump())
auth_requirement = new_auth_requirement
toolkit_definition = ToolkitDefinition(
name=snake_to_pascal_case(toolkit_name),
description=toolkit_desc,
version=toolkit_version,
)
tool_name = snake_to_pascal_case(raw_tool_name)
fully_qualified_name = FullyQualifiedName.from_toolkit(tool_name, toolkit_definition)
return ToolDefinition(
name=snake_to_pascal_case(tool_name),
name=tool_name,
full_name=str(fully_qualified_name),
description=tool_description,
version=version,
toolkit=toolkit_definition,
inputs=create_input_definition(tool),
output=create_output_definition(tool),
requirements=ToolRequirements(

View file

@ -1,7 +1,10 @@
from dataclasses import dataclass
from typing import Any, Literal, Optional, Union
from pydantic import AnyUrl, BaseModel, Field
TOOL_NAME_SEPARATOR = "."
class ValueSchema(BaseModel):
"""Value schema for input parameters and outputs."""
@ -92,25 +95,108 @@ class ToolRequirements(BaseModel):
"""The authorization requirements for the tool, if any."""
class ToolkitDefinition(BaseModel):
"""The specification of a toolkit."""
name: str
"""The name of the toolkit."""
description: Optional[str] = None
"""The description of the toolkit."""
version: Optional[str] = None
"""The version identifier of the toolkit."""
@dataclass(frozen=True)
class FullyQualifiedName:
"""The fully-qualified name of a tool."""
name: str
"""The name of the tool."""
toolkit_name: str
"""The name of the toolkit containing the tool."""
toolkit_version: Optional[str] = None
"""The version of the toolkit containing the tool."""
def __str__(self) -> str:
return f"{self.toolkit_name}{TOOL_NAME_SEPARATOR}{self.name}"
def __eq__(self, other: Any) -> bool:
if not isinstance(other, FullyQualifiedName):
return False
return (
self.name.lower() == other.name.lower()
and self.toolkit_name.lower() == other.toolkit_name.lower()
and (self.toolkit_version or "").lower() == (other.toolkit_version or "").lower()
)
def __hash__(self) -> int:
return hash(
(
self.name.lower(),
self.toolkit_name.lower(),
(self.toolkit_version or "").lower(),
)
)
def equals_ignoring_version(self, other: "FullyQualifiedName") -> bool:
"""Check if two fully-qualified tool names are equal, ignoring the version."""
return (
self.name.lower() == other.name.lower()
and self.toolkit_name.lower() == other.toolkit_name.lower()
)
@staticmethod
def from_toolkit(tool_name: str, toolkit: ToolkitDefinition) -> "FullyQualifiedName":
"""Creates a fully-qualified tool name from a tool name and a ToolkitDefinition."""
return FullyQualifiedName(tool_name, toolkit.name, toolkit.version)
class ToolDefinition(BaseModel):
"""The specification of a tool."""
name: str
"""The name of the tool."""
full_name: str
"""The fully-qualified name of the tool."""
description: str
version: str
"""The description of the tool."""
toolkit: ToolkitDefinition
"""The toolkit that contains the tool."""
inputs: ToolInputs
"""The inputs that the tool accepts."""
output: ToolOutput
"""The output types that the tool can return."""
requirements: ToolRequirements
"""The requirements (e.g. authorization) for the tool to run."""
def get_fully_qualified_name(self) -> FullyQualifiedName:
return FullyQualifiedName(self.name, self.toolkit.name, self.toolkit.version)
class ToolVersion(BaseModel):
class ToolReference(BaseModel):
"""The name and version of a tool."""
name: str
"""The name of the tool."""
version: str
"""The version of the tool."""
toolkit: str
"""The name of the toolkit containing the tool."""
version: Optional[str] = None
"""The version of the toolkit containing the tool."""
def get_fully_qualified_name(self) -> FullyQualifiedName:
return FullyQualifiedName(self.name, self.toolkit, self.version)
class ToolAuthorizationContext(BaseModel):
@ -136,8 +222,8 @@ class ToolCallRequest(BaseModel):
"""The globally-unique ID for this tool invocation in the run."""
created_at: str | None = None
"""The timestamp when the tool invocation was created."""
tool: ToolVersion
"""The name and version of the tool."""
tool: ToolReference
"""The fully-qualified name and version of the tool."""
inputs: dict[str, Any] | None = None
"""The inputs for the tool."""
context: ToolContext = Field(default_factory=ToolContext)

View file

@ -4,6 +4,8 @@ import json
from dataclasses import dataclass, field
from typing import TYPE_CHECKING, Any, Callable
from arcade.core.schema import FullyQualifiedName
try:
import numpy as np
from scipy.optimize import linear_sum_assignment
@ -310,7 +312,7 @@ class EvalCase:
return cost_matrix
async def run_async(
self, client: AsyncArcade, model: str, tool_names: list[str]
self, client: AsyncArcade, model: str, tool_names: list[FullyQualifiedName]
) -> dict[str, Any]:
"""
Run the evaluation case asynchronously.
@ -330,7 +332,7 @@ class EvalCase:
model=model,
messages=messages,
tool_choice="auto",
tools=tool_names,
tools=(str(name) for name in tool_names),
user="eval_user",
stream=False,
)
@ -351,7 +353,9 @@ class EvalCase:
return result
def run_sync(self, client: Arcade, model: str, tool_names: list[str]) -> dict[str, Any]:
def run_sync(
self, client: Arcade, model: str, tool_names: list[FullyQualifiedName]
) -> dict[str, Any]:
"""
Run the evaluation case synchronously.
@ -370,7 +374,7 @@ class EvalCase:
model=model,
messages=messages,
tool_choice="auto",
tools=tool_names,
tools=(str(name) for name in tool_names),
user="eval_user",
stream=False,
)
@ -532,7 +536,7 @@ class EvalSuite:
results: dict[str, Any] = {"model": model, "rubric": self.rubric, "cases": []}
semaphore = asyncio.Semaphore(self.max_concurrent)
tool_names = list(self.catalog.tools.keys())
tool_names = list(self.catalog.get_tool_names())
async def sem_task(case: EvalCase) -> dict[str, Any]:
async with semaphore:
@ -559,7 +563,7 @@ class EvalSuite:
cases: list[dict[str, Any]] = []
results = {"model": model, "rubric": self.rubric, "cases": cases}
tool_names = list(self.catalog.tools.keys())
tool_names = list(self.catalog.get_tool_names())
for case in self.cases:
result = case.run_sync(self._client, model, tool_names) # type: ignore[arg-type]
cases.append(result)

View file

@ -36,7 +36,13 @@ TOOL_RESPONSE_DATA = {
TOOL_DEFINITION_DATA = {
"name": "GetEmails",
"full_name": "TestToolkit.GetEmails",
"description": "Retrieve emails from a user's inbox",
"toolkit": {
"name": "TestToolkit",
"version": "0.1.0",
"description": "A toolkit for testing",
},
"input_schema": {"type": "object", "properties": {"n_emails": {"type": "integer"}}},
"output_schema": {"type": "array", "items": {"type": "string"}},
"version": "0.1.0",

View file

@ -0,0 +1,69 @@
import pytest
from arcade.core.catalog import ToolCatalog
from arcade.core.schema import FullyQualifiedName
from arcade.core.toolkit import Toolkit
from arcade.sdk import tool
@tool
def sample_tool() -> str:
"""
A sample tool function
"""
return "Hello, world!"
def test_add_tool_with_no_toolkit():
catalog = ToolCatalog()
catalog.add_tool(sample_tool)
assert catalog.get_tool(FullyQualifiedName("SampleTool", "Tools", None)).tool == sample_tool
def test_add_tool_with_toolkit_name():
catalog = ToolCatalog()
catalog.add_tool(sample_tool, "sample_toolkit")
assert (
catalog.get_tool(FullyQualifiedName("SampleTool", "SampleToolkit", None)).tool
== sample_tool
)
def test_add_tool_with_toolkit():
catalog = ToolCatalog()
toolkit = Toolkit(
name="sample_toolkit",
description="A sample toolkit",
version="1.0.0",
package_name="sample_toolkit",
)
catalog.add_tool(sample_tool, toolkit)
assert (
catalog.get_tool(FullyQualifiedName("SampleTool", "SampleToolkit", None)).tool
== sample_tool
)
@pytest.mark.parametrize(
"toolkit_version, expected_tool",
[
("1.0.0", sample_tool),
(None, sample_tool),
],
)
def test_get_tool(toolkit_version: str | None, expected_tool):
catalog = ToolCatalog()
fake_toolkit = Toolkit(
name="sample_toolkit",
description="A sample toolkit",
version="1.0.0",
package_name="sample_toolkit",
)
catalog.add_tool(sample_tool, fake_toolkit, module=None)
fq_name = FullyQualifiedName(
name="SampleTool", toolkit_name="SampleToolkit", toolkit_version=toolkit_version
)
tool = catalog.get_tool(fq_name)
assert tool.tool == expected_tool

View file

@ -14,6 +14,7 @@ from arcade.core.schema import (
ToolRequirements,
ValueSchema,
)
from arcade.core.utils import snake_to_pascal_case
from arcade.sdk import tool
from arcade.sdk.annotations import Inferrable
from arcade.sdk.auth import GitHubApp, Google, OAuth2, SlackUser, X
@ -219,13 +220,6 @@ def func_with_complex_return() -> dict[str, str]:
"func_under_test, expected_tool_def_fields",
[
# Tests on @tool decorator
pytest.param(
func_with_description,
{
"name": "FuncWithDescription", # Defaults to the camelCased function name
},
id="func_with_default_name",
),
pytest.param(
func_with_description,
{"description": "A function with a description"},
@ -243,12 +237,16 @@ def func_with_complex_return() -> dict[str, str]:
),
pytest.param(
func_with_name_and_description,
{"name": "MyCustomTool", "description": "A function with a very cool description"},
{
"name": "MyCustomTool",
"full_name": "TestToolkit.MyCustomTool",
"description": "A function with a very cool description",
},
id="func_with_description_and_name",
),
pytest.param(
func_with_name_and_description,
{"name": "MyCustomTool", "requirements": ToolRequirements(auth=None)},
{"requirements": ToolRequirements(auth=None)},
id="func_with_no_auth_requirement",
),
pytest.param(
@ -675,14 +673,33 @@ def func_with_complex_return() -> dict[str, str]:
],
)
def test_create_tool_def(func_under_test, expected_tool_def_fields):
tool_def = ToolCatalog.create_tool_definition(func_under_test, "1.0")
assert tool_def.version == "1.0"
tool_def = ToolCatalog.create_tool_definition(func_under_test, "test_toolkit", "1.0.0")
for field, expected_value in expected_tool_def_fields.items():
assert getattr(tool_def, field) == expected_value
def tool_version_is_set_correctly():
tool_def = ToolCatalog.create_tool_definition(func_with_description, "abcd1236")
assert tool_def.version == "abcd1236"
def test_tool_name_is_set_correctly():
tool_def = ToolCatalog.create_tool_definition(func_with_description, "test_toolkit", "1.0.0")
assert tool_def.name == snake_to_pascal_case(func_with_description.__name__)
assert tool_def.full_name == "TestToolkit.FuncWithDescription"
@pytest.mark.parametrize(
"toolkit_name, toolkit_version, toolkit_desc",
[
("test_toolkit", "1.0.0", "test_toolkit_desc"), # Both specified
("test_toolkit", None, "test_toolkit_desc"), # Version optional
("test_toolkit", "latest", None), # Description optional
("test_toolkit", None, None), # Both optional
],
)
def test_toolkit_info_is_set_correctly(toolkit_name, toolkit_version, toolkit_desc):
tool_def = ToolCatalog.create_tool_definition(
func_with_description, toolkit_name, toolkit_version, toolkit_desc
)
assert tool_def.toolkit.name == snake_to_pascal_case(toolkit_name)
assert tool_def.toolkit.description == toolkit_desc
assert tool_def.toolkit.version == toolkit_version

View file

@ -277,7 +277,5 @@ def read_products(
def test_create_tool_def_from_pydantic(func_under_test, expected_tool_def_fields):
tool_def = ToolCatalog.create_tool_definition(func_under_test, "1.0")
assert tool_def.version == "1.0"
for field, expected_value in expected_tool_def_fields.items():
assert getattr(tool_def, field) == expected_value

View file

@ -0,0 +1,49 @@
from arcade.core.schema import FullyQualifiedName, ToolkitDefinition
def test_initialization():
fqn = FullyQualifiedName("Tool1", "Toolkit1", "1.0")
assert fqn.name == "Tool1"
assert fqn.toolkit_name == "Toolkit1"
assert fqn.toolkit_version == "1.0"
def test_str():
fqn = FullyQualifiedName("Tool1", "Toolkit1", "1.0")
assert str(fqn) == "Toolkit1.Tool1"
def test_equality():
fqn1 = FullyQualifiedName("Tool1", "Toolkit1", "1.0")
fqn2 = FullyQualifiedName("Tool1", "Toolkit1", "1.0")
fqn3 = FullyQualifiedName("Tool2", "Toolkit1", "1.0")
assert fqn1 == fqn2
assert fqn1 != fqn3
def test_equality_ignoring_version():
fqn1 = FullyQualifiedName("Tool1", "Toolkit1", "1.0")
fqn2 = FullyQualifiedName("Tool1", "Toolkit1", "2.0")
assert fqn1.equals_ignoring_version(fqn2)
def test_ftqn_case_insensitivity():
fqn1 = FullyQualifiedName("Tool1", "Toolkit1", "latest")
fqn2 = FullyQualifiedName("TOOL1", "toolKit1", "LATEST")
assert fqn1 == fqn2
def test_hash():
fqn1 = FullyQualifiedName("Tool1", "Toolkit1", "1.0")
fqn2 = FullyQualifiedName("TOOL1", "toolkit1", "1.0")
fqn3 = FullyQualifiedName("Tool2", "Toolkit1", "1.0")
fqn_set = {fqn1, fqn2, fqn3}
assert len(fqn_set) == 2
def test_from_toolkit():
toolkit = ToolkitDefinition(name="toolkit1", version="1.0")
fqn = FullyQualifiedName.from_toolkit("Tool1", toolkit)
assert fqn.name == "Tool1"
assert fqn.toolkit_name == "toolkit1"
assert fqn.toolkit_version == "1.0"

View file

@ -1,5 +1,6 @@
from arcade_google.tools import gmail
from arcade_slack.tools import chat
import os
from arcade.core.toolkit import Toolkit
import arcade_math
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
@ -14,16 +15,9 @@ client = AsyncArcade(api_key=config.api.key)
app = FastAPI()
actor = FastAPIActor(app)
# actor.register_tool(arithmetic.add)
# actor.register_tool(arithmetic.multiply)
# actor.register_tool(arithmetic.divide)
# actor.register_tool(arithmetic.sqrt)
actor.register_tool(gmail.list_emails)
actor.register_tool(gmail.list_emails_by_header)
actor.register_tool(gmail.write_draft_email)
actor.register_tool(chat.send_dm_to_user)
actor.register_tool(chat.send_message_to_channel)
actor_secret = os.environ.get("ARCADE_ACTOR_SECRET")
actor = FastAPIActor(app, secret=actor_secret)
actor.register_toolkit(Toolkit.from_module(arcade_math))
class ChatRequest(BaseModel):
@ -41,11 +35,14 @@ async def postChat(request: ChatRequest, tool_choice: str = "execute"):
model="gpt-4o-mini",
max_tokens=500,
tools=[
"GetEmails",
"SearchEmailsByHeader",
"WriteDraft",
"SendDmToUser",
"SendMessageToChannel",
# "Google.GetEmails",
# "Google.SearchEmailsByHeader",
# "Google.WriteDraft",
# "GitHub.CountStargazers",
# "GitHub.SetStarred",
# "GitHub.SearchIssues",
# "Slack.SendDmToUser",
# "Slack.SendMessageToChannel",
],
tool_choice=tool_choice,
user=config.user.email if config.user else None,

View file

@ -1,65 +0,0 @@
from flask import Flask, jsonify, request
from openai import OpenAI
from pydantic import BaseModel, ValidationError
from arcade_math.tools import arithmetic
from arcade.actor.flask.actor import FlaskActor
client = OpenAI(base_url="http://localhost:9099")
app = Flask(__name__)
actor = FlaskActor(app)
actor.register_tool(arithmetic.add)
actor.register_tool(arithmetic.multiply)
actor.register_tool(arithmetic.divide)
actor.register_tool(arithmetic.sqrt)
class ChatRequest(BaseModel):
message: str
@app.route("/")
def hello_world():
return "Hello, World!"
@app.route("/chat", methods=["POST"])
def chat():
try:
# Parse JSON request body
req_data = request.get_json()
request_obj = ChatRequest(**req_data)
raw_response = client.chat.completions.with_raw_response.create(
messages=[
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": request_obj.message},
],
model="gpt-4o-mini",
max_tokens=150,
tools=["add", "subtract", "multiply", "divide", "sqrt"],
tool_choice="execute",
)
chat_completion = raw_response.parse()
return jsonify(
{
"response": chat_completion.choices[0].message.content.strip(),
"tool_call_count": raw_response.headers["arcade-tool-calls"],
"tool_call_duration_ms": raw_response.headers[
"arcade-total-tool-duration"
],
}
)
except ValidationError as e:
return jsonify({"error": e.errors()}), 422
except Exception as e:
return jsonify({"error": str(e)}), 500
if __name__ == "__main__":
app.run(debug=True)

View file

@ -1,916 +0,0 @@
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
name = "annotated-types"
version = "0.7.0"
description = "Reusable constraint types to use with typing.Annotated"
optional = false
python-versions = ">=3.8"
files = [
{file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
{file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
]
[[package]]
name = "anyio"
version = "4.6.0"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
optional = false
python-versions = ">=3.9"
files = [
{file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
{file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
]
[package.dependencies]
exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
idna = ">=2.8"
sniffio = ">=1.1"
typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
[package.extras]
doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
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 (>=0.21.0b1)"]
trio = ["trio (>=0.26.1)"]
[[package]]
name = "arcade-ai"
version = "0.1.0"
description = ""
optional = false
python-versions = ">=3.10,<4.0"
files = []
develop = true
[package.dependencies]
openai = "^1.36.0"
pydantic = "^2.7.0"
pydantic-settings = "^2.2.1"
pyjwt = "^2.8.0"
requests = "^2.26.0"
rich = "^13.7.1"
toml = "^0.10.2"
tomlkit = "^0.12.4"
typer = "^0.9.0"
[package.source]
type = "directory"
url = "../../arcade"
[[package]]
name = "arcade-math"
version = "0.1.0"
description = "Math toolkit for Arcade"
optional = false
python-versions = "^3.10"
files = []
develop = true
[package.dependencies]
arcade-ai = "*"
[package.source]
type = "directory"
url = "../../toolkits/math"
[[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 = "certifi"
version = "2024.8.30"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
files = [
{file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
{file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
]
[[package]]
name = "charset-normalizer"
version = "3.3.2"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
optional = false
python-versions = ">=3.7.0"
files = [
{file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
{file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"},
{file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027"},
{file = "charset_normalizer-3.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03"},
{file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d"},
{file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e"},
{file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6"},
{file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5"},
{file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537"},
{file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c"},
{file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12"},
{file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f"},
{file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269"},
{file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519"},
{file = "charset_normalizer-3.3.2-cp310-cp310-win32.whl", hash = "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73"},
{file = "charset_normalizer-3.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09"},
{file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"},
{file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96"},
{file = "charset_normalizer-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e"},
{file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f"},
{file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574"},
{file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4"},
{file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8"},
{file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc"},
{file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae"},
{file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887"},
{file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae"},
{file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce"},
{file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f"},
{file = "charset_normalizer-3.3.2-cp311-cp311-win32.whl", hash = "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab"},
{file = "charset_normalizer-3.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77"},
{file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8"},
{file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b"},
{file = "charset_normalizer-3.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6"},
{file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a"},
{file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389"},
{file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa"},
{file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b"},
{file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed"},
{file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26"},
{file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d"},
{file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068"},
{file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143"},
{file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4"},
{file = "charset_normalizer-3.3.2-cp312-cp312-win32.whl", hash = "sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7"},
{file = "charset_normalizer-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-win32.whl", hash = "sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4"},
{file = "charset_normalizer-3.3.2-cp37-cp37m-win_amd64.whl", hash = "sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99"},
{file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a"},
{file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac"},
{file = "charset_normalizer-3.3.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a"},
{file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33"},
{file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238"},
{file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a"},
{file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2"},
{file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8"},
{file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898"},
{file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99"},
{file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d"},
{file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04"},
{file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087"},
{file = "charset_normalizer-3.3.2-cp38-cp38-win32.whl", hash = "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25"},
{file = "charset_normalizer-3.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b"},
{file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4"},
{file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d"},
{file = "charset_normalizer-3.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0"},
{file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269"},
{file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c"},
{file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519"},
{file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796"},
{file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185"},
{file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c"},
{file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458"},
{file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2"},
{file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8"},
{file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"},
{file = "charset_normalizer-3.3.2-cp39-cp39-win32.whl", hash = "sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f"},
{file = "charset_normalizer-3.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d"},
{file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
]
[[package]]
name = "click"
version = "8.1.7"
description = "Composable command line interface toolkit"
optional = false
python-versions = ">=3.7"
files = [
{file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
{file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]]
name = "colorama"
version = "0.4.6"
description = "Cross-platform colored terminal text."
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
files = [
{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
]
[[package]]
name = "distro"
version = "1.9.0"
description = "Distro - an OS platform information API"
optional = false
python-versions = ">=3.6"
files = [
{file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
{file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
]
[[package]]
name = "exceptiongroup"
version = "1.2.2"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
files = [
{file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
{file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
]
[package.extras]
test = ["pytest (>=6)"]
[[package]]
name = "flask"
version = "3.0.3"
description = "A simple framework for building complex web applications."
optional = false
python-versions = ">=3.8"
files = [
{file = "flask-3.0.3-py3-none-any.whl", hash = "sha256:34e815dfaa43340d1d15a5c3a02b8476004037eb4840b34910c6e21679d288f3"},
{file = "flask-3.0.3.tar.gz", hash = "sha256:ceb27b0af3823ea2737928a4d99d125a06175b8512c445cbd9a9ce200ef76842"},
]
[package.dependencies]
blinker = ">=1.6.2"
click = ">=8.1.3"
itsdangerous = ">=2.1.2"
Jinja2 = ">=3.1.2"
Werkzeug = ">=3.0.0"
[package.extras]
async = ["asgiref (>=3.2)"]
dotenv = ["python-dotenv"]
[[package]]
name = "h11"
version = "0.14.0"
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
optional = false
python-versions = ">=3.7"
files = [
{file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
{file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
]
[[package]]
name = "httpcore"
version = "1.0.5"
description = "A minimal low-level HTTP client."
optional = false
python-versions = ">=3.8"
files = [
{file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
{file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
]
[package.dependencies]
certifi = "*"
h11 = ">=0.13,<0.15"
[package.extras]
asyncio = ["anyio (>=4.0,<5.0)"]
http2 = ["h2 (>=3,<5)"]
socks = ["socksio (==1.*)"]
trio = ["trio (>=0.22.0,<0.26.0)"]
[[package]]
name = "httpx"
version = "0.27.2"
description = "The next generation HTTP client."
optional = false
python-versions = ">=3.8"
files = [
{file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
{file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
]
[package.dependencies]
anyio = "*"
certifi = "*"
httpcore = "==1.*"
idna = "*"
sniffio = "*"
[package.extras]
brotli = ["brotli", "brotlicffi"]
cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
http2 = ["h2 (>=3,<5)"]
socks = ["socksio (==1.*)"]
zstd = ["zstandard (>=0.18.0)"]
[[package]]
name = "idna"
version = "3.10"
description = "Internationalized Domain Names in Applications (IDNA)"
optional = false
python-versions = ">=3.6"
files = [
{file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
{file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
]
[package.extras]
all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
[[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 = "jinja2"
version = "3.1.4"
description = "A very fast and expressive template engine."
optional = false
python-versions = ">=3.7"
files = [
{file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
{file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
]
[package.dependencies]
MarkupSafe = ">=2.0"
[package.extras]
i18n = ["Babel (>=2.7)"]
[[package]]
name = "jiter"
version = "0.5.0"
description = "Fast iterable JSON parser."
optional = false
python-versions = ">=3.8"
files = [
{file = "jiter-0.5.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:b599f4e89b3def9a94091e6ee52e1d7ad7bc33e238ebb9c4c63f211d74822c3f"},
{file = "jiter-0.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2a063f71c4b06225543dddadbe09d203dc0c95ba352d8b85f1221173480a71d5"},
{file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:acc0d5b8b3dd12e91dd184b87273f864b363dfabc90ef29a1092d269f18c7e28"},
{file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c22541f0b672f4d741382a97c65609332a783501551445ab2df137ada01e019e"},
{file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:63314832e302cc10d8dfbda0333a384bf4bcfce80d65fe99b0f3c0da8945a91a"},
{file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a25fbd8a5a58061e433d6fae6d5298777c0814a8bcefa1e5ecfff20c594bd749"},
{file = "jiter-0.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:503b2c27d87dfff5ab717a8200fbbcf4714516c9d85558048b1fc14d2de7d8dc"},
{file = "jiter-0.5.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6d1f3d27cce923713933a844872d213d244e09b53ec99b7a7fdf73d543529d6d"},
{file = "jiter-0.5.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:c95980207b3998f2c3b3098f357994d3fd7661121f30669ca7cb945f09510a87"},
{file = "jiter-0.5.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:afa66939d834b0ce063f57d9895e8036ffc41c4bd90e4a99631e5f261d9b518e"},
{file = "jiter-0.5.0-cp310-none-win32.whl", hash = "sha256:f16ca8f10e62f25fd81d5310e852df6649af17824146ca74647a018424ddeccf"},
{file = "jiter-0.5.0-cp310-none-win_amd64.whl", hash = "sha256:b2950e4798e82dd9176935ef6a55cf6a448b5c71515a556da3f6b811a7844f1e"},
{file = "jiter-0.5.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:d4c8e1ed0ef31ad29cae5ea16b9e41529eb50a7fba70600008e9f8de6376d553"},
{file = "jiter-0.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c6f16e21276074a12d8421692515b3fd6d2ea9c94fd0734c39a12960a20e85f3"},
{file = "jiter-0.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5280e68e7740c8c128d3ae5ab63335ce6d1fb6603d3b809637b11713487af9e6"},
{file = "jiter-0.5.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:583c57fc30cc1fec360e66323aadd7fc3edeec01289bfafc35d3b9dcb29495e4"},
{file = "jiter-0.5.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:26351cc14507bdf466b5f99aba3df3143a59da75799bf64a53a3ad3155ecded9"},
{file = "jiter-0.5.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4829df14d656b3fb87e50ae8b48253a8851c707da9f30d45aacab2aa2ba2d614"},
{file = "jiter-0.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a42a4bdcf7307b86cb863b2fb9bb55029b422d8f86276a50487982d99eed7c6e"},
{file = "jiter-0.5.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:04d461ad0aebf696f8da13c99bc1b3e06f66ecf6cfd56254cc402f6385231c06"},
{file = "jiter-0.5.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e6375923c5f19888c9226582a124b77b622f8fd0018b843c45eeb19d9701c403"},
{file = "jiter-0.5.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:2cec323a853c24fd0472517113768c92ae0be8f8c384ef4441d3632da8baa646"},
{file = "jiter-0.5.0-cp311-none-win32.whl", hash = "sha256:aa1db0967130b5cab63dfe4d6ff547c88b2a394c3410db64744d491df7f069bb"},
{file = "jiter-0.5.0-cp311-none-win_amd64.whl", hash = "sha256:aa9d2b85b2ed7dc7697597dcfaac66e63c1b3028652f751c81c65a9f220899ae"},
{file = "jiter-0.5.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:9f664e7351604f91dcdd557603c57fc0d551bc65cc0a732fdacbf73ad335049a"},
{file = "jiter-0.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:044f2f1148b5248ad2c8c3afb43430dccf676c5a5834d2f5089a4e6c5bbd64df"},
{file = "jiter-0.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:702e3520384c88b6e270c55c772d4bd6d7b150608dcc94dea87ceba1b6391248"},
{file = "jiter-0.5.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:528d742dcde73fad9d63e8242c036ab4a84389a56e04efd854062b660f559544"},
{file = "jiter-0.5.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8cf80e5fe6ab582c82f0c3331df27a7e1565e2dcf06265afd5173d809cdbf9ba"},
{file = "jiter-0.5.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:44dfc9ddfb9b51a5626568ef4e55ada462b7328996294fe4d36de02fce42721f"},
{file = "jiter-0.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c451f7922992751a936b96c5f5b9bb9312243d9b754c34b33d0cb72c84669f4e"},
{file = "jiter-0.5.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:308fce789a2f093dca1ff91ac391f11a9f99c35369117ad5a5c6c4903e1b3e3a"},
{file = "jiter-0.5.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7f5ad4a7c6b0d90776fdefa294f662e8a86871e601309643de30bf94bb93a64e"},
{file = "jiter-0.5.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:ea189db75f8eca08807d02ae27929e890c7d47599ce3d0a6a5d41f2419ecf338"},
{file = "jiter-0.5.0-cp312-none-win32.whl", hash = "sha256:e3bbe3910c724b877846186c25fe3c802e105a2c1fc2b57d6688b9f8772026e4"},
{file = "jiter-0.5.0-cp312-none-win_amd64.whl", hash = "sha256:a586832f70c3f1481732919215f36d41c59ca080fa27a65cf23d9490e75b2ef5"},
{file = "jiter-0.5.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:f04bc2fc50dc77be9d10f73fcc4e39346402ffe21726ff41028f36e179b587e6"},
{file = "jiter-0.5.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:6f433a4169ad22fcb550b11179bb2b4fd405de9b982601914ef448390b2954f3"},
{file = "jiter-0.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ad4a6398c85d3a20067e6c69890ca01f68659da94d74c800298581724e426c7e"},
{file = "jiter-0.5.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6baa88334e7af3f4d7a5c66c3a63808e5efbc3698a1c57626541ddd22f8e4fbf"},
{file = "jiter-0.5.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ece0a115c05efca597c6d938f88c9357c843f8c245dbbb53361a1c01afd7148"},
{file = "jiter-0.5.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:335942557162ad372cc367ffaf93217117401bf930483b4b3ebdb1223dbddfa7"},
{file = "jiter-0.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:649b0ee97a6e6da174bffcb3c8c051a5935d7d4f2f52ea1583b5b3e7822fbf14"},
{file = "jiter-0.5.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f4be354c5de82157886ca7f5925dbda369b77344b4b4adf2723079715f823989"},
{file = "jiter-0.5.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5206144578831a6de278a38896864ded4ed96af66e1e63ec5dd7f4a1fce38a3a"},
{file = "jiter-0.5.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8120c60f8121ac3d6f072b97ef0e71770cc72b3c23084c72c4189428b1b1d3b6"},
{file = "jiter-0.5.0-cp38-none-win32.whl", hash = "sha256:6f1223f88b6d76b519cb033a4d3687ca157c272ec5d6015c322fc5b3074d8a5e"},
{file = "jiter-0.5.0-cp38-none-win_amd64.whl", hash = "sha256:c59614b225d9f434ea8fc0d0bec51ef5fa8c83679afedc0433905994fb36d631"},
{file = "jiter-0.5.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:0af3838cfb7e6afee3f00dc66fa24695199e20ba87df26e942820345b0afc566"},
{file = "jiter-0.5.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:550b11d669600dbc342364fd4adbe987f14d0bbedaf06feb1b983383dcc4b961"},
{file = "jiter-0.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:489875bf1a0ffb3cb38a727b01e6673f0f2e395b2aad3c9387f94187cb214bbf"},
{file = "jiter-0.5.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b250ca2594f5599ca82ba7e68785a669b352156260c5362ea1b4e04a0f3e2389"},
{file = "jiter-0.5.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8ea18e01f785c6667ca15407cd6dabbe029d77474d53595a189bdc813347218e"},
{file = "jiter-0.5.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:462a52be85b53cd9bffd94e2d788a09984274fe6cebb893d6287e1c296d50653"},
{file = "jiter-0.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:92cc68b48d50fa472c79c93965e19bd48f40f207cb557a8346daa020d6ba973b"},
{file = "jiter-0.5.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1c834133e59a8521bc87ebcad773608c6fa6ab5c7a022df24a45030826cf10bc"},
{file = "jiter-0.5.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ab3a71ff31cf2d45cb216dc37af522d335211f3a972d2fe14ea99073de6cb104"},
{file = "jiter-0.5.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:cccd3af9c48ac500c95e1bcbc498020c87e1781ff0345dd371462d67b76643eb"},
{file = "jiter-0.5.0-cp39-none-win32.whl", hash = "sha256:368084d8d5c4fc40ff7c3cc513c4f73e02c85f6009217922d0823a48ee7adf61"},
{file = "jiter-0.5.0-cp39-none-win_amd64.whl", hash = "sha256:ce03f7b4129eb72f1687fa11300fbf677b02990618428934662406d2a76742a1"},
{file = "jiter-0.5.0.tar.gz", hash = "sha256:1d916ba875bcab5c5f7d927df998c4cb694d27dceddf3392e58beaf10563368a"},
]
[[package]]
name = "markdown-it-py"
version = "3.0.0"
description = "Python port of markdown-it. Markdown parsing, done right!"
optional = false
python-versions = ">=3.8"
files = [
{file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
{file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
]
[package.dependencies]
mdurl = ">=0.1,<1.0"
[package.extras]
benchmarking = ["psutil", "pytest", "pytest-benchmark"]
code-style = ["pre-commit (>=3.0,<4.0)"]
compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
linkify = ["linkify-it-py (>=1,<3)"]
plugins = ["mdit-py-plugins"]
profiling = ["gprof2dot"]
rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
[[package]]
name = "markupsafe"
version = "2.1.5"
description = "Safely add untrusted strings to HTML/XML markup."
optional = false
python-versions = ">=3.7"
files = [
{file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"},
{file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"},
{file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46"},
{file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f"},
{file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900"},
{file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff"},
{file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad"},
{file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd"},
{file = "MarkupSafe-2.1.5-cp310-cp310-win32.whl", hash = "sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4"},
{file = "MarkupSafe-2.1.5-cp310-cp310-win_amd64.whl", hash = "sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5"},
{file = "MarkupSafe-2.1.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f"},
{file = "MarkupSafe-2.1.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2"},
{file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced"},
{file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5"},
{file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c"},
{file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f"},
{file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a"},
{file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f"},
{file = "MarkupSafe-2.1.5-cp311-cp311-win32.whl", hash = "sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906"},
{file = "MarkupSafe-2.1.5-cp311-cp311-win_amd64.whl", hash = "sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617"},
{file = "MarkupSafe-2.1.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1"},
{file = "MarkupSafe-2.1.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4"},
{file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee"},
{file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5"},
{file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b"},
{file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a"},
{file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f"},
{file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169"},
{file = "MarkupSafe-2.1.5-cp312-cp312-win32.whl", hash = "sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad"},
{file = "MarkupSafe-2.1.5-cp312-cp312-win_amd64.whl", hash = "sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-win32.whl", hash = "sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371"},
{file = "MarkupSafe-2.1.5-cp37-cp37m-win_amd64.whl", hash = "sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2"},
{file = "MarkupSafe-2.1.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a"},
{file = "MarkupSafe-2.1.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46"},
{file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532"},
{file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab"},
{file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68"},
{file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0"},
{file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4"},
{file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3"},
{file = "MarkupSafe-2.1.5-cp38-cp38-win32.whl", hash = "sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff"},
{file = "MarkupSafe-2.1.5-cp38-cp38-win_amd64.whl", hash = "sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029"},
{file = "MarkupSafe-2.1.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf"},
{file = "MarkupSafe-2.1.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2"},
{file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8"},
{file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3"},
{file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465"},
{file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e"},
{file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea"},
{file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6"},
{file = "MarkupSafe-2.1.5-cp39-cp39-win32.whl", hash = "sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf"},
{file = "MarkupSafe-2.1.5-cp39-cp39-win_amd64.whl", hash = "sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5"},
{file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
]
[[package]]
name = "mdurl"
version = "0.1.2"
description = "Markdown URL utilities"
optional = false
python-versions = ">=3.7"
files = [
{file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
{file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
]
[[package]]
name = "openai"
version = "1.47.1"
description = "The official Python library for the openai API"
optional = false
python-versions = ">=3.7.1"
files = [
{file = "openai-1.47.1-py3-none-any.whl", hash = "sha256:34277583bf268bb2494bc03f48ac123788c5e2a914db1d5a23d5edc29d35c825"},
{file = "openai-1.47.1.tar.gz", hash = "sha256:62c8f5f478f82ffafc93b33040f8bb16a45948306198bd0cba2da2ecd9cf7323"},
]
[package.dependencies]
anyio = ">=3.5.0,<5"
distro = ">=1.7.0,<2"
httpx = ">=0.23.0,<1"
jiter = ">=0.4.0,<1"
pydantic = ">=1.9.0,<3"
sniffio = "*"
tqdm = ">4"
typing-extensions = ">=4.11,<5"
[package.extras]
datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
[[package]]
name = "pydantic"
version = "2.9.2"
description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.8"
files = [
{file = "pydantic-2.9.2-py3-none-any.whl", hash = "sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12"},
{file = "pydantic-2.9.2.tar.gz", hash = "sha256:d155cef71265d1e9807ed1c32b4c8deec042a44a50a4188b25ac67ecd81a9c0f"},
]
[package.dependencies]
annotated-types = ">=0.6.0"
pydantic-core = "2.23.4"
typing-extensions = [
{version = ">=4.12.2", markers = "python_version >= \"3.13\""},
{version = ">=4.6.1", markers = "python_version < \"3.13\""},
]
[package.extras]
email = ["email-validator (>=2.0.0)"]
timezone = ["tzdata"]
[[package]]
name = "pydantic-core"
version = "2.23.4"
description = "Core functionality for Pydantic validation and serialization"
optional = false
python-versions = ">=3.8"
files = [
{file = "pydantic_core-2.23.4-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:b10bd51f823d891193d4717448fab065733958bdb6a6b351967bd349d48d5c9b"},
{file = "pydantic_core-2.23.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4fc714bdbfb534f94034efaa6eadd74e5b93c8fa6315565a222f7b6f42ca1166"},
{file = "pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63e46b3169866bd62849936de036f901a9356e36376079b05efa83caeaa02ceb"},
{file = "pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ed1a53de42fbe34853ba90513cea21673481cd81ed1be739f7f2efb931b24916"},
{file = "pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cfdd16ab5e59fc31b5e906d1a3f666571abc367598e3e02c83403acabc092e07"},
{file = "pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:255a8ef062cbf6674450e668482456abac99a5583bbafb73f9ad469540a3a232"},
{file = "pydantic_core-2.23.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4a7cd62e831afe623fbb7aabbb4fe583212115b3ef38a9f6b71869ba644624a2"},
{file = "pydantic_core-2.23.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f09e2ff1f17c2b51f2bc76d1cc33da96298f0a036a137f5440ab3ec5360b624f"},
{file = "pydantic_core-2.23.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e38e63e6f3d1cec5a27e0afe90a085af8b6806ee208b33030e65b6516353f1a3"},
{file = "pydantic_core-2.23.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0dbd8dbed2085ed23b5c04afa29d8fd2771674223135dc9bc937f3c09284d071"},
{file = "pydantic_core-2.23.4-cp310-none-win32.whl", hash = "sha256:6531b7ca5f951d663c339002e91aaebda765ec7d61b7d1e3991051906ddde119"},
{file = "pydantic_core-2.23.4-cp310-none-win_amd64.whl", hash = "sha256:7c9129eb40958b3d4500fa2467e6a83356b3b61bfff1b414c7361d9220f9ae8f"},
{file = "pydantic_core-2.23.4-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:77733e3892bb0a7fa797826361ce8a9184d25c8dffaec60b7ffe928153680ba8"},
{file = "pydantic_core-2.23.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1b84d168f6c48fabd1f2027a3d1bdfe62f92cade1fb273a5d68e621da0e44e6d"},
{file = "pydantic_core-2.23.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:df49e7a0861a8c36d089c1ed57d308623d60416dab2647a4a17fe050ba85de0e"},
{file = "pydantic_core-2.23.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ff02b6d461a6de369f07ec15e465a88895f3223eb75073ffea56b84d9331f607"},
{file = "pydantic_core-2.23.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:996a38a83508c54c78a5f41456b0103c30508fed9abcad0a59b876d7398f25fd"},
{file = "pydantic_core-2.23.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d97683ddee4723ae8c95d1eddac7c192e8c552da0c73a925a89fa8649bf13eea"},
{file = "pydantic_core-2.23.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:216f9b2d7713eb98cb83c80b9c794de1f6b7e3145eef40400c62e86cee5f4e1e"},
{file = "pydantic_core-2.23.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6f783e0ec4803c787bcea93e13e9932edab72068f68ecffdf86a99fd5918878b"},
{file = "pydantic_core-2.23.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:d0776dea117cf5272382634bd2a5c1b6eb16767c223c6a5317cd3e2a757c61a0"},
{file = "pydantic_core-2.23.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d5f7a395a8cf1621939692dba2a6b6a830efa6b3cee787d82c7de1ad2930de64"},
{file = "pydantic_core-2.23.4-cp311-none-win32.whl", hash = "sha256:74b9127ffea03643e998e0c5ad9bd3811d3dac8c676e47db17b0ee7c3c3bf35f"},
{file = "pydantic_core-2.23.4-cp311-none-win_amd64.whl", hash = "sha256:98d134c954828488b153d88ba1f34e14259284f256180ce659e8d83e9c05eaa3"},
{file = "pydantic_core-2.23.4-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:f3e0da4ebaef65158d4dfd7d3678aad692f7666877df0002b8a522cdf088f231"},
{file = "pydantic_core-2.23.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f69a8e0b033b747bb3e36a44e7732f0c99f7edd5cea723d45bc0d6e95377ffee"},
{file = "pydantic_core-2.23.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:723314c1d51722ab28bfcd5240d858512ffd3116449c557a1336cbe3919beb87"},
{file = "pydantic_core-2.23.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bb2802e667b7051a1bebbfe93684841cc9351004e2badbd6411bf357ab8d5ac8"},
{file = "pydantic_core-2.23.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d18ca8148bebe1b0a382a27a8ee60350091a6ddaf475fa05ef50dc35b5df6327"},
{file = "pydantic_core-2.23.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:33e3d65a85a2a4a0dc3b092b938a4062b1a05f3a9abde65ea93b233bca0e03f2"},
{file = "pydantic_core-2.23.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:128585782e5bfa515c590ccee4b727fb76925dd04a98864182b22e89a4e6ed36"},
{file = "pydantic_core-2.23.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:68665f4c17edcceecc112dfed5dbe6f92261fb9d6054b47d01bf6371a6196126"},
{file = "pydantic_core-2.23.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:20152074317d9bed6b7a95ade3b7d6054845d70584216160860425f4fbd5ee9e"},
{file = "pydantic_core-2.23.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:9261d3ce84fa1d38ed649c3638feefeae23d32ba9182963e465d58d62203bd24"},
{file = "pydantic_core-2.23.4-cp312-none-win32.whl", hash = "sha256:4ba762ed58e8d68657fc1281e9bb72e1c3e79cc5d464be146e260c541ec12d84"},
{file = "pydantic_core-2.23.4-cp312-none-win_amd64.whl", hash = "sha256:97df63000f4fea395b2824da80e169731088656d1818a11b95f3b173747b6cd9"},
{file = "pydantic_core-2.23.4-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:7530e201d10d7d14abce4fb54cfe5b94a0aefc87da539d0346a484ead376c3cc"},
{file = "pydantic_core-2.23.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:df933278128ea1cd77772673c73954e53a1c95a4fdf41eef97c2b779271bd0bd"},
{file = "pydantic_core-2.23.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0cb3da3fd1b6a5d0279a01877713dbda118a2a4fc6f0d821a57da2e464793f05"},
{file = "pydantic_core-2.23.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:42c6dcb030aefb668a2b7009c85b27f90e51e6a3b4d5c9bc4c57631292015b0d"},
{file = "pydantic_core-2.23.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:696dd8d674d6ce621ab9d45b205df149399e4bb9aa34102c970b721554828510"},
{file = "pydantic_core-2.23.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2971bb5ffe72cc0f555c13e19b23c85b654dd2a8f7ab493c262071377bfce9f6"},
{file = "pydantic_core-2.23.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8394d940e5d400d04cad4f75c0598665cbb81aecefaca82ca85bd28264af7f9b"},
{file = "pydantic_core-2.23.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0dff76e0602ca7d4cdaacc1ac4c005e0ce0dcfe095d5b5259163a80d3a10d327"},
{file = "pydantic_core-2.23.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:7d32706badfe136888bdea71c0def994644e09fff0bfe47441deaed8e96fdbc6"},
{file = "pydantic_core-2.23.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:ed541d70698978a20eb63d8c5d72f2cc6d7079d9d90f6b50bad07826f1320f5f"},
{file = "pydantic_core-2.23.4-cp313-none-win32.whl", hash = "sha256:3d5639516376dce1940ea36edf408c554475369f5da2abd45d44621cb616f769"},
{file = "pydantic_core-2.23.4-cp313-none-win_amd64.whl", hash = "sha256:5a1504ad17ba4210df3a045132a7baeeba5a200e930f57512ee02909fc5c4cb5"},
{file = "pydantic_core-2.23.4-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:d4488a93b071c04dc20f5cecc3631fc78b9789dd72483ba15d423b5b3689b555"},
{file = "pydantic_core-2.23.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:81965a16b675b35e1d09dd14df53f190f9129c0202356ed44ab2728b1c905658"},
{file = "pydantic_core-2.23.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ffa2ebd4c8530079140dd2d7f794a9d9a73cbb8e9d59ffe24c63436efa8f271"},
{file = "pydantic_core-2.23.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:61817945f2fe7d166e75fbfb28004034b48e44878177fc54d81688e7b85a3665"},
{file = "pydantic_core-2.23.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:29d2c342c4bc01b88402d60189f3df065fb0dda3654744d5a165a5288a657368"},
{file = "pydantic_core-2.23.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5e11661ce0fd30a6790e8bcdf263b9ec5988e95e63cf901972107efc49218b13"},
{file = "pydantic_core-2.23.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d18368b137c6295db49ce7218b1a9ba15c5bc254c96d7c9f9e924a9bc7825ad"},
{file = "pydantic_core-2.23.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ec4e55f79b1c4ffb2eecd8a0cfba9955a2588497d96851f4c8f99aa4a1d39b12"},
{file = "pydantic_core-2.23.4-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:374a5e5049eda9e0a44c696c7ade3ff355f06b1fe0bb945ea3cac2bc336478a2"},
{file = "pydantic_core-2.23.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5c364564d17da23db1106787675fc7af45f2f7b58b4173bfdd105564e132e6fb"},
{file = "pydantic_core-2.23.4-cp38-none-win32.whl", hash = "sha256:d7a80d21d613eec45e3d41eb22f8f94ddc758a6c4720842dc74c0581f54993d6"},
{file = "pydantic_core-2.23.4-cp38-none-win_amd64.whl", hash = "sha256:5f5ff8d839f4566a474a969508fe1c5e59c31c80d9e140566f9a37bba7b8d556"},
{file = "pydantic_core-2.23.4-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:a4fa4fc04dff799089689f4fd502ce7d59de529fc2f40a2c8836886c03e0175a"},
{file = "pydantic_core-2.23.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0a7df63886be5e270da67e0966cf4afbae86069501d35c8c1b3b6c168f42cb36"},
{file = "pydantic_core-2.23.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dcedcd19a557e182628afa1d553c3895a9f825b936415d0dbd3cd0bbcfd29b4b"},
{file = "pydantic_core-2.23.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5f54b118ce5de9ac21c363d9b3caa6c800341e8c47a508787e5868c6b79c9323"},
{file = "pydantic_core-2.23.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:86d2f57d3e1379a9525c5ab067b27dbb8a0642fb5d454e17a9ac434f9ce523e3"},
{file = "pydantic_core-2.23.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:de6d1d1b9e5101508cb37ab0d972357cac5235f5c6533d1071964c47139257df"},
{file = "pydantic_core-2.23.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1278e0d324f6908e872730c9102b0112477a7f7cf88b308e4fc36ce1bdb6d58c"},
{file = "pydantic_core-2.23.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9a6b5099eeec78827553827f4c6b8615978bb4b6a88e5d9b93eddf8bb6790f55"},
{file = "pydantic_core-2.23.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:e55541f756f9b3ee346b840103f32779c695a19826a4c442b7954550a0972040"},
{file = "pydantic_core-2.23.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a5c7ba8ffb6d6f8f2ab08743be203654bb1aaa8c9dcb09f82ddd34eadb695605"},
{file = "pydantic_core-2.23.4-cp39-none-win32.whl", hash = "sha256:37b0fe330e4a58d3c58b24d91d1eb102aeec675a3db4c292ec3928ecd892a9a6"},
{file = "pydantic_core-2.23.4-cp39-none-win_amd64.whl", hash = "sha256:1498bec4c05c9c787bde9125cfdcc63a41004ff167f495063191b863399b1a29"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:f455ee30a9d61d3e1a15abd5068827773d6e4dc513e795f380cdd59932c782d5"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:1e90d2e3bd2c3863d48525d297cd143fe541be8bbf6f579504b9712cb6b643ec"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2e203fdf807ac7e12ab59ca2bfcabb38c7cf0b33c41efeb00f8e5da1d86af480"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e08277a400de01bc72436a0ccd02bdf596631411f592ad985dcee21445bd0068"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f220b0eea5965dec25480b6333c788fb72ce5f9129e8759ef876a1d805d00801"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:d06b0c8da4f16d1d1e352134427cb194a0a6e19ad5db9161bf32b2113409e728"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:ba1a0996f6c2773bd83e63f18914c1de3c9dd26d55f4ac302a7efe93fb8e7433"},
{file = "pydantic_core-2.23.4-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:9a5bce9d23aac8f0cf0836ecfc033896aa8443b501c58d0602dbfd5bd5b37753"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:78ddaaa81421a29574a682b3179d4cf9e6d405a09b99d93ddcf7e5239c742e21"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:883a91b5dd7d26492ff2f04f40fbb652de40fcc0afe07e8129e8ae779c2110eb"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:88ad334a15b32a791ea935af224b9de1bf99bcd62fabf745d5f3442199d86d59"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:233710f069d251feb12a56da21e14cca67994eab08362207785cf8c598e74577"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:19442362866a753485ba5e4be408964644dd6a09123d9416c54cd49171f50744"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:624e278a7d29b6445e4e813af92af37820fafb6dcc55c012c834f9e26f9aaaef"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f5ef8f42bec47f21d07668a043f077d507e5bf4e668d5c6dfe6aaba89de1a5b8"},
{file = "pydantic_core-2.23.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:aea443fffa9fbe3af1a9ba721a87f926fe548d32cab71d188a6ede77d0ff244e"},
{file = "pydantic_core-2.23.4.tar.gz", hash = "sha256:2584f7cf844ac4d970fba483a717dbe10c1c1c96a969bf65d61ffe94df1b2863"},
]
[package.dependencies]
typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
[[package]]
name = "pydantic-settings"
version = "2.5.2"
description = "Settings management using Pydantic"
optional = false
python-versions = ">=3.8"
files = [
{file = "pydantic_settings-2.5.2-py3-none-any.whl", hash = "sha256:2c912e55fd5794a59bf8c832b9de832dcfdf4778d79ff79b708744eed499a907"},
{file = "pydantic_settings-2.5.2.tar.gz", hash = "sha256:f90b139682bee4d2065273d5185d71d37ea46cfe57e1b5ae184fc6a0b2484ca0"},
]
[package.dependencies]
pydantic = ">=2.7.0"
python-dotenv = ">=0.21.0"
[package.extras]
azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
toml = ["tomli (>=2.0.1)"]
yaml = ["pyyaml (>=6.0.1)"]
[[package]]
name = "pygments"
version = "2.18.0"
description = "Pygments is a syntax highlighting package written in Python."
optional = false
python-versions = ">=3.8"
files = [
{file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
{file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
]
[package.extras]
windows-terminal = ["colorama (>=0.4.6)"]
[[package]]
name = "pyjwt"
version = "2.9.0"
description = "JSON Web Token implementation in Python"
optional = false
python-versions = ">=3.8"
files = [
{file = "PyJWT-2.9.0-py3-none-any.whl", hash = "sha256:3b02fb0f44517787776cf48f2ae25d8e14f300e6d7545a4315cee571a415e850"},
{file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"},
]
[package.extras]
crypto = ["cryptography (>=3.4.0)"]
dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
[[package]]
name = "python-dotenv"
version = "1.0.1"
description = "Read key-value pairs from a .env file and set them as environment variables"
optional = false
python-versions = ">=3.8"
files = [
{file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
{file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
]
[package.extras]
cli = ["click (>=5.0)"]
[[package]]
name = "requests"
version = "2.32.3"
description = "Python HTTP for Humans."
optional = false
python-versions = ">=3.8"
files = [
{file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
{file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
]
[package.dependencies]
certifi = ">=2017.4.17"
charset-normalizer = ">=2,<4"
idna = ">=2.5,<4"
urllib3 = ">=1.21.1,<3"
[package.extras]
socks = ["PySocks (>=1.5.6,!=1.5.7)"]
use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
[[package]]
name = "rich"
version = "13.8.1"
description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
optional = false
python-versions = ">=3.7.0"
files = [
{file = "rich-13.8.1-py3-none-any.whl", hash = "sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06"},
{file = "rich-13.8.1.tar.gz", hash = "sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a"},
]
[package.dependencies]
markdown-it-py = ">=2.2.0"
pygments = ">=2.13.0,<3.0.0"
[package.extras]
jupyter = ["ipywidgets (>=7.5.1,<9)"]
[[package]]
name = "sniffio"
version = "1.3.1"
description = "Sniff out which async library your code is running under"
optional = false
python-versions = ">=3.7"
files = [
{file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
{file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
]
[[package]]
name = "toml"
version = "0.10.2"
description = "Python Library for Tom's Obvious, Minimal Language"
optional = false
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
files = [
{file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
{file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
]
[[package]]
name = "tomlkit"
version = "0.12.5"
description = "Style preserving TOML library"
optional = false
python-versions = ">=3.7"
files = [
{file = "tomlkit-0.12.5-py3-none-any.whl", hash = "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f"},
{file = "tomlkit-0.12.5.tar.gz", hash = "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"},
]
[[package]]
name = "tqdm"
version = "4.66.5"
description = "Fast, Extensible Progress Meter"
optional = false
python-versions = ">=3.7"
files = [
{file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
{file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[package.extras]
dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
notebook = ["ipywidgets (>=6)"]
slack = ["slack-sdk"]
telegram = ["requests"]
[[package]]
name = "typer"
version = "0.9.4"
description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
optional = false
python-versions = ">=3.6"
files = [
{file = "typer-0.9.4-py3-none-any.whl", hash = "sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb"},
{file = "typer-0.9.4.tar.gz", hash = "sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f"},
]
[package.dependencies]
click = ">=7.1.1,<9.0.0"
typing-extensions = ">=3.7.4.3"
[package.extras]
all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
[[package]]
name = "typing-extensions"
version = "4.12.2"
description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
python-versions = ">=3.8"
files = [
{file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
{file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
]
[[package]]
name = "urllib3"
version = "2.2.3"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.8"
files = [
{file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
{file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
]
[package.extras]
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
[[package]]
name = "werkzeug"
version = "3.0.4"
description = "The comprehensive WSGI web application library."
optional = false
python-versions = ">=3.8"
files = [
{file = "werkzeug-3.0.4-py3-none-any.whl", hash = "sha256:02c9eb92b7d6c06f31a782811505d2157837cea66aaede3e217c7c27c039476c"},
{file = "werkzeug-3.0.4.tar.gz", hash = "sha256:34f2371506b250df4d4f84bfe7b0921e4762525762bbd936614909fe25cd7306"},
]
[package.dependencies]
MarkupSafe = ">=2.1.1"
[package.extras]
watchdog = ["watchdog (>=2.3)"]
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "25559279ddcead773d413f5011bcd13a3a7a087e5533324616d8daa4b2e9a2f0"

View file

@ -1,16 +0,0 @@
[tool.poetry]
name = "arcade_example_flask"
version = "0.1.0"
description = "Flask example app with Arcade"
authors = ["Nate <nate@arcade-ai.com>"]
[tool.poetry.dependencies]
python = "^3.10"
flask = "^3.0.3"
arcade-ai = {path = "../../arcade", develop = true}
arcade-math = {path = "../../toolkits/math", develop = true}
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"

View file

@ -34,7 +34,8 @@ def fastapi_app():
web_app = FastAPI()
# Initialize app and Arcade FastAPIActor
actor = FastAPIActor(web_app)
actor_secret = os.environ.get("ARCADE_ACTOR_SECRET")
actor = FastAPIActor(web_app, secret=actor_secret)
# Register toolkits we've installed
toolkits = Toolkit.find_all_arcade_toolkits()

View file

@ -26,12 +26,16 @@
"type": "string",
"description": "Name of the tool to call (invoke)"
},
"toolkit": {
"type": "string",
"description": "Name of the toolkit containing the tool to call"
},
"version": {
"type": "string",
"description": "Version of the named tool to call (invoke)"
"description": "Version of the toolkit containing the tool to call"
}
},
"required": ["name", "version"],
"required": ["name", "toolkit_name", "version"],
"additionalProperties": false
},
"inputs": {

View file

@ -54,9 +54,25 @@
"type": "string",
"description": "A human-readable description of the tool and when to use it"
},
"version": {
"type": "string",
"description": "An identifier for this version of the tool"
"toolkit": {
"type": "object",
"description": "The toolkit that contains the tool",
"properties": {
"name": {
"type": "string",
"description": "The name of the toolkit"
},
"description": {
"type": "string",
"description": "A human-readable description of the toolkit"
},
"version": {
"type": "string",
"description": "An identifier for this version of the toolkit"
}
},
"required": ["name", "version"],
"additionalProperties": false
},
"inputs": {
"type": "object",
@ -160,6 +176,6 @@
"additionalProperties": false
}
},
"required": ["name", "version", "inputs", "output"],
"required": ["name", "toolkit", "inputs", "output"],
"additionalProperties": false
}

View file

@ -1,5 +1,6 @@
from arcade.core.catalog import ToolCatalog
from arcade_math.tools.arithmetic import add, sqrt
from arcade.core.toolkit import Toolkit
import arcade_math
from arcade.sdk.eval import (
BinaryCritic,
@ -16,17 +17,15 @@ rubric = EvalRubric(
)
# TODO: add_toolkit didn't work
catalog = ToolCatalog()
catalog.add_tool(add)
catalog.add_tool(sqrt)
catalog.add_toolkit(Toolkit.from_module(arcade_math))
@tool_eval("gpt-4o-mini")
@tool_eval()
def arithmetic_eval_suite():
suite = EvalSuite(
name="Math Tools Evaluation",
system="You are an AI assistant with access to math tools. Use them to help the user with their math-related tasks.",
system_message="You are an AI assistant with access to math tools. Use them to help the user with their math-related tasks.",
catalog=catalog,
rubric=rubric,
)
@ -36,7 +35,7 @@ def arithmetic_eval_suite():
user_message="Add 12345 and 987654321",
expected_tool_calls=[
ExpectedToolCall(
"Add",
"Arithmetic_Add",
args={
"a": 12345,
"b": 987654321,
@ -55,7 +54,9 @@ def arithmetic_eval_suite():
suite.add_case(
name="Take the square root of a large number",
user_message="What is the square root of 3224990521?",
expected_tool_calls=[ExpectedToolCall(lambda: sqrt(3224990521))],
expected_tool_calls=[
ExpectedToolCall("Arithmetic_Sqrt", args={"a": 3224990521})
],
rubric=rubric,
critics=[
BinaryCritic(critic_field="a", weight=1.0),