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", "type": "python",
"request": "launch", "request": "launch",
"module": "uvicorn", "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, "jinja": true,
"justMyCode": true, "justMyCode": true,
"cwd": "${workspaceFolder}/examples/fastapi/arcade_example_fastapi" "cwd": "${workspaceFolder}/examples/fastapi/arcade_example_fastapi"
}, },
{ {
"name": "Debug `arcade dev`", "name": "Debug `arcade dev --no-auth`",
"type": "python", "type": "python",
"request": "launch", "request": "launch",
"program": "${workspaceFolder}/arcade/run_cli.py", "program": "${workspaceFolder}/arcade/run_cli.py",
"args": ["dev"], "args": ["dev", "--no-auth"],
"console": "integratedTerminal", "console": "integratedTerminal",
"jinja": true, "jinja": true,
"justMyCode": true, "justMyCode": true,
"cwd": "${workspaceFolder}" "cwd": "${workspaceFolder}"
}, },
,
{ {
"name": "Debug `arcade chat -h localhost`", "name": "Debug `arcade chat -h localhost`",
"type": "python", "type": "python",
@ -33,6 +32,17 @@
"jinja": true, "jinja": true,
"justMyCode": true, "justMyCode": true,
"cwd": "${workspaceFolder}" "cwd": "${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 import time
from datetime import datetime from datetime import datetime
from typing import Any, Callable, ClassVar from typing import Any, Callable, ClassVar
@ -17,6 +19,8 @@ from arcade.core.schema import (
ToolDefinition, ToolDefinition,
) )
logger = logging.getLogger(__name__)
class BaseActor(Actor): class BaseActor(Actor):
""" """
@ -32,13 +36,36 @@ class BaseActor(Actor):
HealthCheckComponent, 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. 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.catalog = ToolCatalog()
self.disable_auth = disable_auth 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]: def get_catalog(self) -> list[ToolDefinition]:
""" """
@ -46,11 +73,11 @@ class BaseActor(Actor):
""" """
return [tool.definition for tool in self.catalog] 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. 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: def register_toolkit(self, toolkit: Toolkit) -> None:
""" """
@ -62,12 +89,14 @@ class BaseActor(Actor):
""" """
Call (invoke) a tool using the ToolExecutor. Call (invoke) a tool using the ToolExecutor.
""" """
tool_name = tool_request.tool.name tool_fqname = tool_request.tool.get_fully_qualified_name()
tool = self.catalog.get_tool(tool_name)
if not tool:
raise ValueError(f"Tool {tool_name} not found in catalog.")
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() start_time = time.time()
@ -95,7 +124,7 @@ class BaseActor(Actor):
""" """
Provide a health check that serves as a heartbeat of actor health. 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: 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. 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 Initialize the FastAPIActor with a FastAPI app instance.
instance and an empty ToolCatalog. If no secret is provided, the actor will use the ARCADE_ACTOR_SECRET environment variable.
""" """
super().__init__(secret, disable_auth) super().__init__(secret, disable_auth)
self.app = app 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 Starts the actor with host, port, and reload options. Uses
Uvicorn as ASGI actor. Parameters allow runtime configuration. 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 from arcade.cli.serve import serve_default_actor
try: try:

View file

@ -49,10 +49,10 @@ def serve_default_actor(
else: else:
logger.info("Serving the following toolkits:") logger.info("Serving the following toolkits:")
for toolkit in 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") actor_secret = os.environ.get("ARCADE_ACTOR_SECRET")
if not actor_secret: if not disable_auth and not actor_secret:
logger.warning( logger.warning(
"Warning: ARCADE_ACTOR_SECRET environment variable is not set. Using 'dev' as the actor secret.", "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.errors import ToolDefinitionError
from arcade.core.schema import ( from arcade.core.schema import (
FullyQualifiedName,
InputParameter, InputParameter,
OAuth2Requirement, OAuth2Requirement,
ToolAuthRequirement, ToolAuthRequirement,
ToolContext, ToolContext,
ToolDefinition, ToolDefinition,
ToolInputs, ToolInputs,
ToolkitDefinition,
ToolOutput, ToolOutput,
ToolRequirements, ToolRequirements,
ValueSchema, ValueSchema,
@ -46,6 +48,8 @@ from arcade.core.utils import (
from arcade.sdk.annotations import Inferrable from arcade.sdk.annotations import Inferrable
from arcade.sdk.auth import BaseOAuth2, ToolAuthorization from arcade.sdk.auth import BaseOAuth2, ToolAuthorization
DEFAULT_TOOLKIT_NAME = "Tools"
InnerWireType = Literal["string", "integer", "number", "boolean", "json"] InnerWireType = Literal["string", "integer", "number", "boolean", "json"]
WireType = Union[InnerWireType, Literal["array"]] WireType = Union[InnerWireType, Literal["array"]]
@ -92,8 +96,8 @@ class MaterializedTool(BaseModel):
return self.definition.name return self.definition.name
@property @property
def version(self) -> str: def version(self) -> str | None:
return self.definition.version return self.definition.toolkit.version
@property @property
def description(self) -> str: def description(self) -> str:
@ -107,29 +111,51 @@ class MaterializedTool(BaseModel):
class ToolCatalog(BaseModel): class ToolCatalog(BaseModel):
"""Singleton class that holds all tools for a given actor""" """Singleton class that holds all tools for a given actor"""
tools: dict[str, MaterializedTool] = {} _tools: dict[FullyQualifiedName, MaterializedTool] = {}
def add_tool( def add_tool(
self, self,
tool_func: Callable, tool_func: Callable,
toolkit_or_name: Union[str | None, Toolkit] = None,
module: ModuleType | None = None, module: ModuleType | None = None,
toolkit: Toolkit | None = None,
) -> None: ) -> None:
""" """
Add a function to the catalog as a tool. Add a function to the catalog as a tool.
""" """
input_model, output_model = create_func_models(tool_func) 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( 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, definition=definition,
tool=tool_func, tool=tool_func,
meta=ToolMeta( meta=ToolMeta(
module=module.__name__ if module else tool_func.__module__, 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, package=toolkit.package_name if toolkit else None,
path=module.__file__ if module else None, path=module.__file__ if module else None,
), ),
@ -155,49 +181,64 @@ class ToolCatalog(BaseModel):
except ImportError as e: except ImportError as e:
raise ToolDefinitionError(f"Could not import module {module_name}. Reason: {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: def __getitem__(self, name: FullyQualifiedName) -> MaterializedTool:
for tool_name, tool in self.tools.items(): return self.get_tool(name)
if tool_name == name:
return tool
raise KeyError(f"Tool {name} not found.")
def __contains__(self, name: str) -> bool: def __contains__(self, name: FullyQualifiedName) -> bool:
return name in self.tools return name in self._tools
def __iter__(self) -> Iterator[MaterializedTool]: # type: ignore[override] def __iter__(self) -> Iterator[MaterializedTool]: # type: ignore[override]
yield from self.tools.values() yield from self._tools.values()
def __len__(self) -> int: def __len__(self) -> int:
return len(self.tools) return len(self._tools)
def is_empty(self) -> bool: 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.") raise ValueError(f"Tool {name} not found.")
@staticmethod @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 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 # Hard requirement: tools must have descriptions
tool_description = getattr(tool, "__tool_description__", None) tool_description = getattr(tool, "__tool_description__", None)
if not tool_description: 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 the function returns a value, it must have a type annotation
if does_function_return_value(tool) and tool.__annotations__.get("return") is None: 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) auth_requirement = getattr(tool, "__tool_requires_auth__", None)
if isinstance(auth_requirement, ToolAuthorization): if isinstance(auth_requirement, ToolAuthorization):
@ -208,10 +249,20 @@ class ToolCatalog(BaseModel):
new_auth_requirement.oauth2 = OAuth2Requirement(**auth_requirement.model_dump()) new_auth_requirement.oauth2 = OAuth2Requirement(**auth_requirement.model_dump())
auth_requirement = new_auth_requirement 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( return ToolDefinition(
name=snake_to_pascal_case(tool_name), name=tool_name,
full_name=str(fully_qualified_name),
description=tool_description, description=tool_description,
version=version, toolkit=toolkit_definition,
inputs=create_input_definition(tool), inputs=create_input_definition(tool),
output=create_output_definition(tool), output=create_output_definition(tool),
requirements=ToolRequirements( requirements=ToolRequirements(

View file

@ -1,7 +1,10 @@
from dataclasses import dataclass
from typing import Any, Literal, Optional, Union from typing import Any, Literal, Optional, Union
from pydantic import AnyUrl, BaseModel, Field from pydantic import AnyUrl, BaseModel, Field
TOOL_NAME_SEPARATOR = "."
class ValueSchema(BaseModel): class ValueSchema(BaseModel):
"""Value schema for input parameters and outputs.""" """Value schema for input parameters and outputs."""
@ -92,25 +95,108 @@ class ToolRequirements(BaseModel):
"""The authorization requirements for the tool, if any.""" """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): class ToolDefinition(BaseModel):
"""The specification of a tool.""" """The specification of a tool."""
name: str name: str
"""The name of the tool."""
full_name: str
"""The fully-qualified name of the tool."""
description: str description: str
version: str """The description of the tool."""
toolkit: ToolkitDefinition
"""The toolkit that contains the tool."""
inputs: ToolInputs inputs: ToolInputs
"""The inputs that the tool accepts."""
output: ToolOutput output: ToolOutput
"""The output types that the tool can return."""
requirements: ToolRequirements 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.""" """The name and version of a tool."""
name: str name: str
"""The name of the tool.""" """The name of the tool."""
version: str toolkit: str
"""The version of the tool.""" """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): class ToolAuthorizationContext(BaseModel):
@ -136,8 +222,8 @@ class ToolCallRequest(BaseModel):
"""The globally-unique ID for this tool invocation in the run.""" """The globally-unique ID for this tool invocation in the run."""
created_at: str | None = None created_at: str | None = None
"""The timestamp when the tool invocation was created.""" """The timestamp when the tool invocation was created."""
tool: ToolVersion tool: ToolReference
"""The name and version of the tool.""" """The fully-qualified name and version of the tool."""
inputs: dict[str, Any] | None = None inputs: dict[str, Any] | None = None
"""The inputs for the tool.""" """The inputs for the tool."""
context: ToolContext = Field(default_factory=ToolContext) context: ToolContext = Field(default_factory=ToolContext)

View file

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

View file

@ -36,7 +36,13 @@ TOOL_RESPONSE_DATA = {
TOOL_DEFINITION_DATA = { TOOL_DEFINITION_DATA = {
"name": "GetEmails", "name": "GetEmails",
"full_name": "TestToolkit.GetEmails",
"description": "Retrieve emails from a user's inbox", "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"}}}, "input_schema": {"type": "object", "properties": {"n_emails": {"type": "integer"}}},
"output_schema": {"type": "array", "items": {"type": "string"}}, "output_schema": {"type": "array", "items": {"type": "string"}},
"version": "0.1.0", "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, ToolRequirements,
ValueSchema, ValueSchema,
) )
from arcade.core.utils import snake_to_pascal_case
from arcade.sdk import tool from arcade.sdk import tool
from arcade.sdk.annotations import Inferrable from arcade.sdk.annotations import Inferrable
from arcade.sdk.auth import GitHubApp, Google, OAuth2, SlackUser, X 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", "func_under_test, expected_tool_def_fields",
[ [
# Tests on @tool decorator # Tests on @tool decorator
pytest.param(
func_with_description,
{
"name": "FuncWithDescription", # Defaults to the camelCased function name
},
id="func_with_default_name",
),
pytest.param( pytest.param(
func_with_description, func_with_description,
{"description": "A function with a description"}, {"description": "A function with a description"},
@ -243,12 +237,16 @@ def func_with_complex_return() -> dict[str, str]:
), ),
pytest.param( pytest.param(
func_with_name_and_description, 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", id="func_with_description_and_name",
), ),
pytest.param( pytest.param(
func_with_name_and_description, func_with_name_and_description,
{"name": "MyCustomTool", "requirements": ToolRequirements(auth=None)}, {"requirements": ToolRequirements(auth=None)},
id="func_with_no_auth_requirement", id="func_with_no_auth_requirement",
), ),
pytest.param( 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): def test_create_tool_def(func_under_test, expected_tool_def_fields):
tool_def = ToolCatalog.create_tool_definition(func_under_test, "1.0") tool_def = ToolCatalog.create_tool_definition(func_under_test, "test_toolkit", "1.0.0")
assert tool_def.version == "1.0"
for field, expected_value in expected_tool_def_fields.items(): for field, expected_value in expected_tool_def_fields.items():
assert getattr(tool_def, field) == expected_value assert getattr(tool_def, field) == expected_value
def tool_version_is_set_correctly(): def test_tool_name_is_set_correctly():
tool_def = ToolCatalog.create_tool_definition(func_with_description, "abcd1236") tool_def = ToolCatalog.create_tool_definition(func_with_description, "test_toolkit", "1.0.0")
assert tool_def.version == "abcd1236"
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): 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") 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(): for field, expected_value in expected_tool_def_fields.items():
assert getattr(tool_def, field) == expected_value 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 import os
from arcade_slack.tools import chat from arcade.core.toolkit import Toolkit
import arcade_math
from fastapi import FastAPI, HTTPException from fastapi import FastAPI, HTTPException
from pydantic import BaseModel from pydantic import BaseModel
@ -14,16 +15,9 @@ client = AsyncArcade(api_key=config.api.key)
app = FastAPI() app = FastAPI()
actor = FastAPIActor(app) actor_secret = os.environ.get("ARCADE_ACTOR_SECRET")
# actor.register_tool(arithmetic.add) actor = FastAPIActor(app, secret=actor_secret)
# actor.register_tool(arithmetic.multiply) actor.register_toolkit(Toolkit.from_module(arcade_math))
# 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)
class ChatRequest(BaseModel): class ChatRequest(BaseModel):
@ -41,11 +35,14 @@ async def postChat(request: ChatRequest, tool_choice: str = "execute"):
model="gpt-4o-mini", model="gpt-4o-mini",
max_tokens=500, max_tokens=500,
tools=[ tools=[
"GetEmails", # "Google.GetEmails",
"SearchEmailsByHeader", # "Google.SearchEmailsByHeader",
"WriteDraft", # "Google.WriteDraft",
"SendDmToUser", # "GitHub.CountStargazers",
"SendMessageToChannel", # "GitHub.SetStarred",
# "GitHub.SearchIssues",
# "Slack.SendDmToUser",
# "Slack.SendMessageToChannel",
], ],
tool_choice=tool_choice, tool_choice=tool_choice,
user=config.user.email if config.user else None, 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() web_app = FastAPI()
# Initialize app and Arcade FastAPIActor # 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 # Register toolkits we've installed
toolkits = Toolkit.find_all_arcade_toolkits() toolkits = Toolkit.find_all_arcade_toolkits()

View file

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

View file

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

View file

@ -1,5 +1,6 @@
from arcade.core.catalog import ToolCatalog 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 ( from arcade.sdk.eval import (
BinaryCritic, BinaryCritic,
@ -16,17 +17,15 @@ rubric = EvalRubric(
) )
# TODO: add_toolkit didn't work
catalog = ToolCatalog() catalog = ToolCatalog()
catalog.add_tool(add) catalog.add_toolkit(Toolkit.from_module(arcade_math))
catalog.add_tool(sqrt)
@tool_eval("gpt-4o-mini") @tool_eval()
def arithmetic_eval_suite(): def arithmetic_eval_suite():
suite = EvalSuite( suite = EvalSuite(
name="Math Tools Evaluation", 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, catalog=catalog,
rubric=rubric, rubric=rubric,
) )
@ -36,7 +35,7 @@ def arithmetic_eval_suite():
user_message="Add 12345 and 987654321", user_message="Add 12345 and 987654321",
expected_tool_calls=[ expected_tool_calls=[
ExpectedToolCall( ExpectedToolCall(
"Add", "Arithmetic_Add",
args={ args={
"a": 12345, "a": 12345,
"b": 987654321, "b": 987654321,
@ -55,7 +54,9 @@ def arithmetic_eval_suite():
suite.add_case( suite.add_case(
name="Take the square root of a large number", name="Take the square root of a large number",
user_message="What is the square root of 3224990521?", 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, rubric=rubric,
critics=[ critics=[
BinaryCritic(critic_field="a", weight=1.0), BinaryCritic(critic_field="a", weight=1.0),