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Spike FlaskActor and cleanup of BaseActor (#12)

Browse source 
Cleanup and refactor of actor abstraction and
related classes/methods


[ committed by @Spartee ]
[ Authored by @nbarbettini ]
This commit is contained in:
Nate Barbettini 2024-08-05 13:26:56 -07:00 committed by GitHub
parent 14998a43e3
commit 554f47cfd7
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GPG key ID: B5690EEEBB952194
21 changed files with 1342 additions and 1860 deletions
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10
.github/actions/setup-poetry-env/action.yml vendored
View file

@ -2,10 +2,10 @@ name: "setup-poetry-env"
description: "Composite action to setup the Python and poetry environment."
inputs:
python-version:
required: false
description: "The python version to use"
default: "3.11"
python-version:
required: false
description: "The python version to use"
default: "3.11"
runs:
using: "composite"
@ -29,5 +29,5 @@ runs:
- name: Install dependencies
if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
run: cd arcade && poetry install --no-interaction
run: cd arcade && poetry install --no-interaction --all-extras
shell: bash

3
.github/workflows/main.yml vendored
View file

@ -29,7 +29,7 @@ jobs:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ['3.10', '3.11', '3.12']
python-version: ["3.10", "3.11", "3.12"]
fail-fast: false
steps:
- name: Check out
@ -62,7 +62,6 @@ jobs:
if: ${{ matrix.python-version == '3.10' }}
with:
token: ${{ secrets.CODECOV_TOKEN }}
# docs don't work yet.
# check-docs:
# runs-on: ubuntu-latest

2
.gitignore vendored
View file

@ -112,7 +112,7 @@ ipython_config.py
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock
poetry.lock
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.

122
arcade/arcade/actor/core/base.py
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@ -1,39 +1,40 @@
import time
from abc import ABC, abstractmethod
from datetime import datetime
from typing import Any, Callable
from typing import Any, Callable, ClassVar
from arcade.actor.core.common import Actor, Router
from arcade.actor.core.components import (
ActorComponent,
CallToolComponent,
CatalogComponent,
HealthCheckComponent,
)
from arcade.core.catalog import ToolCatalog, Toolkit
from arcade.core.executor import ToolExecutor
from arcade.core.schema import (
InvokeToolError,
InvokeToolOutput,
InvokeToolRequest,
InvokeToolResponse,
ToolCallError,
ToolCallOutput,
ToolCallRequest,
ToolCallResponse,
ToolContext,
ToolDefinition,
)
class ActorComponent(ABC):
@abstractmethod
def register(self, router: Any) -> None:
"""
Register the component with the given router.
"""
pass
class BaseActor(Actor):
"""
A base actor class that provides a default implementation for registering tools and invoking them.
Actor implementations for specific web frameworks will inherit from this class.
"""
@abstractmethod
async def __call__(self, request: Any) -> Any:
"""
Handle the request.
"""
pass
class BaseActor:
base_path = "/actor" # By default, prefix all our routes with /actor
default_components: ClassVar[tuple[type[ActorComponent], ...]] = (
CatalogComponent,
CallToolComponent,
HealthCheckComponent,
)
def __init__(self) -> None:
"""
Initialize the BaseActor with an empty ToolCatalog.
@ -58,9 +59,9 @@ class BaseActor:
"""
self.catalog.add_toolkit(toolkit)
async def invoke_tool(self, tool_request: InvokeToolRequest) -> InvokeToolResponse:
async def call_tool(self, tool_request: ToolCallRequest) -> ToolCallResponse:
"""
Invoke a tool using the ToolExecutor.
Call (invoke) a tool using the ToolExecutor.
"""
tool_name = tool_request.tool.name
tool = self.catalog.get_tool(tool_name)
@ -79,16 +80,15 @@ class BaseActor:
context=tool_request.context or ToolContext(),
**tool_request.inputs or {},
)
if response.code == 200:
# TODO remove ignore
output = InvokeToolOutput(value=response.data.result) # type: ignore[union-attr]
if response.code == 200 and response.data is not None:
output = ToolCallOutput(value=response.data.result)
else:
output = InvokeToolOutput(error=InvokeToolError(message=response.msg))
output = ToolCallOutput(error=ToolCallError(message=response.msg))
end_time = time.time() # End time in seconds
duration_ms = (end_time - start_time) * 1000 # Convert to milliseconds
return InvokeToolResponse(
return ToolCallResponse(
invocation_id=tool_request.invocation_id,
duration=duration_ms,
finished_at=datetime.now().isoformat(),
@ -102,67 +102,9 @@ class BaseActor:
"""
return {"status": "ok", "tool_count": len(self.catalog.tools.keys())}
def register_routes(self, router: Any) -> None:
def register_routes(self, router: Router) -> None:
"""
Register the necessary routes to the application.
"""
catalog_component = CatalogComponent(self)
invoke_tool_component = InvokeToolComponent(self)
health_check_component = HealthCheckComponent(self)
catalog_component.register(router)
invoke_tool_component.register(router)
health_check_component.register(router)
class CatalogComponent(ActorComponent):
def __init__(self, actor: BaseActor) -> None:
self.actor = actor
def register(self, router: Any) -> None:
"""
Register the catalog route with the router.
"""
router.add_route(f"{self.actor.base_path}/tools", self, methods=["GET"])
async def __call__(self, request: Any) -> list[ToolDefinition]:
"""
Handle the request to get the catalog.
"""
return self.actor.get_catalog()
class InvokeToolComponent(ActorComponent):
def __init__(self, actor: BaseActor) -> None:
self.actor = actor
def register(self, router: Any) -> None:
"""
Register the invoke tool route with the router.
"""
router.add_route(f"{self.actor.base_path}/tools/invoke", self, methods=["POST"])
async def __call__(self, request: Any) -> InvokeToolResponse:
"""
Handle the request to invoke a tool.
"""
invoke_tool_request_data = await request.json()
invoke_tool_request = InvokeToolRequest.model_validate(invoke_tool_request_data)
return await self.actor.invoke_tool(invoke_tool_request)
class HealthCheckComponent(ActorComponent):
def __init__(self, actor: BaseActor) -> None:
self.actor = actor
def register(self, router: Any) -> None:
"""
Register the health check route with the router.
"""
router.add_route(f"{self.actor.base_path}/health", self, methods=["GET"])
async def __call__(self, request: Any) -> dict[str, Any]:
"""
Handle the request for a health check.
"""
return self.actor.health_check()
for component_cls in self.default_components:
component_cls(self).register(router)

72
arcade/arcade/actor/core/common.py Normal file
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@ -0,0 +1,72 @@
from abc import ABC, abstractmethod
from typing import Any, Callable
from pydantic import BaseModel
from arcade.core.schema import ToolCallRequest, ToolCallResponse, ToolDefinition
class RequestData(BaseModel):
"""
The raw data for a request to an actor.
This is not intended to represent everything about an HTTP request,
but just the essential info a framework integration will need to extract from the request.
"""
path: str
"""The path of the request."""
method: str
"""The method of the request."""
body_json: dict | None = None
"""The deserialized body of the request (e.g. JSON)"""
class Router(ABC):
"""
A router is responsible for adding routes to the underlying framework hosting the actor.
"""
@abstractmethod
def add_route(self, endpoint_path: str, handler: Callable, method: str) -> None:
"""
Add a route to the router.
"""
pass
class Actor(ABC):
"""
An Actor represents a collection of tools that is hosted inside a web framework
and can be called by an Engine.
"""
@abstractmethod
def get_catalog(self) -> list[ToolDefinition]:
pass
@abstractmethod
async def call_tool(self, request: ToolCallRequest) -> ToolCallResponse:
pass
@abstractmethod
def health_check(self) -> dict[str, Any]:
pass
class ActorComponent(ABC):
def __init__(self, actor: Actor) -> None:
self.actor = actor
@abstractmethod
def register(self, router: Router) -> None:
"""
Register the component with the given router.
"""
pass
@abstractmethod
async def __call__(self, request: RequestData) -> Any:
"""
Handle the request.
"""
pass

57
arcade/arcade/actor/core/components.py Normal file
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@ -0,0 +1,57 @@
from typing import Any
from arcade.actor.core.common import Actor, ActorComponent, RequestData, Router
from arcade.core.schema import ToolCallRequest, ToolCallResponse, ToolDefinition
class CatalogComponent(ActorComponent):
def __init__(self, actor: Actor) -> None:
self.actor = actor
def register(self, router: Router) -> None:
"""
Register the catalog route with the router.
"""
router.add_route("tools", self, method="GET")
async def __call__(self, request: RequestData) -> list[ToolDefinition]:
"""
Handle the request to get the catalog.
"""
return self.actor.get_catalog()
class CallToolComponent(ActorComponent):
def __init__(self, actor: Actor) -> None:
self.actor = actor
def register(self, router: Router) -> None:
"""
Register the call tool route with the router.
"""
router.add_route("tools/invoke", self, method="POST")
async def __call__(self, request: RequestData) -> ToolCallResponse:
"""
Handle the request to call (invoke) a tool.
"""
call_tool_request_data = request.body_json
call_tool_request = ToolCallRequest.model_validate(call_tool_request_data)
return await self.actor.call_tool(call_tool_request)
class HealthCheckComponent(ActorComponent):
def __init__(self, actor: Actor) -> None:
self.actor = actor
def register(self, router: Router) -> None:
"""
Register the health check route with the router.
"""
router.add_route("health", self, method="GET")
async def __call__(self, request: RequestData) -> dict[str, Any]:
"""
Handle the request for a health check.
"""
return self.actor.health_check()

57
arcade/arcade/actor/fastapi/actor.py
View file

@ -1,12 +1,21 @@
import asyncio
import json
from typing import Any, Callable
from fastapi import FastAPI, Request
from arcade.actor.core.base import BaseActor
from arcade.actor.core.base import (
BaseActor,
Router,
)
from arcade.actor.core.common import RequestData
from arcade.actor.utils import is_async_callable
class FastAPIActor(BaseActor):
"""
An Arcade Actor that is hosted inside a FastAPI app.
"""
def __init__(self, app: FastAPI) -> None:
"""
Initialize the FastAPIActor with a FastAPI app
@ -18,28 +27,12 @@ class FastAPIActor(BaseActor):
self.register_routes(self.router)
class FastAPIRouter: # TODO create an interface for this
class FastAPIRouter(Router):
def __init__(self, app: FastAPI, actor: BaseActor) -> None:
self.app = app
self.actor = actor
def add_route(self, path: str, handler: Callable, methods: str) -> None:
"""
Add a route to the FastAPI application.
"""
for method in methods:
if method == "GET":
self.app.get(path)(self.wrap_handler(handler))
elif method == "POST":
self.app.post(path)(self.wrap_handler(handler))
elif method == "PUT":
self.app.put(path)(self.wrap_handler(handler))
elif method == "DELETE":
self.app.delete(path)(self.wrap_handler(handler))
else:
raise ValueError(f"Unsupported HTTP method: {method}")
def wrap_handler(self, handler: Callable) -> Callable:
def _wrap_handler(self, handler: Callable) -> Callable:
"""
Wrap the handler to handle FastAPI-specific request and response.
"""
@ -48,11 +41,25 @@ class FastAPIRouter: # TODO create an interface for this
request: Request,
# api_key: str = Depends(get_api_key), # TODO re-enable when Engine supports auth
) -> Any:
if asyncio.iscoroutinefunction(handler) or (
callable(handler) and asyncio.iscoroutinefunction(handler.__call__) # type: ignore[operator]
):
return await handler(request)
body_str = await request.body()
body_json = json.loads(body_str) if body_str else {}
request_data = RequestData(
path=request.url.path,
method=request.method,
body_json=body_json,
)
if is_async_callable(handler):
return await handler(request_data)
else:
return handler(request)
return handler(request_data)
return wrapped_handler
def add_route(self, endpoint_path: str, handler: Callable, method: str) -> None:
"""
Add a route to the FastAPI application.
"""
self.app.add_api_route(
f"{self.actor.base_path}/{endpoint_path}", self._wrap_handler(handler), methods=[method]
)

1
arcade/arcade/actor/fastapi/auth.py
View file

@ -9,7 +9,6 @@ security = HTTPBearer() # Authorization: Bearer <xxx>
# Dependency function to validate JWT and extract API key
# The validator function is provided by the BaseActor class
async def get_api_key(
credentials: HTTPAuthorizationCredentials = Depends(security),
) -> str:

0
arcade/arcade/actor/flask/__init__.py Normal file
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70
arcade/arcade/actor/flask/actor.py Normal file
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@ -0,0 +1,70 @@
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) -> None:
"""
Initialize the FlaskActor with a Flask app
instance and an empty ToolCatalog.
"""
super().__init__()
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) -> None:
"""
Add a route to the Flask application.
"""
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],
)

8
arcade/arcade/actor/utils.py Normal file
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@ -0,0 +1,8 @@
import asyncio
from typing import Any
def is_async_callable(func: Any) -> bool:
return asyncio.iscoroutinefunction(func) or (
callable(func) and asyncio.iscoroutinefunction(func.__call__)
)

8
arcade/arcade/core/executor.py
View file

@ -48,18 +48,18 @@ class ToolExecutor:
output = await ToolExecutor._serialize_output(output_model, results)
# return the output
return await tool_response.success(data=output)
return tool_response.success(data=output)
except ToolSerializationError as e:
return await tool_response.fail(msg=str(e))
return tool_response.fail(msg=str(e))
except ToolExecutionError as e:
return await tool_response.fail(msg=str(e))
return tool_response.fail(msg=str(e))
# if we get here we're in trouble
# TODO: Debate if this is necessary
except Exception as e:
return await tool_response.fail(msg=str(e))
return tool_response.fail(msg=str(e))
@staticmethod
async def _serialize_input(input_model: type[BaseModel], **kwargs: Any) -> BaseModel:

10
arcade/arcade/core/response.py
View file

@ -33,7 +33,7 @@ class ToolResponseFactory:
"""
@staticmethod
async def __response(
def __response(
*,
msg: str | None = None,
res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200,
@ -46,22 +46,22 @@ class ToolResponseFactory:
return ToolResponse(code=res.code, msg=msg, data=data)
return ToolResponse(code=res.code, msg=res.msg, data=data)
async def success(
def success(
self,
*,
res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200,
data: T | None = None,
) -> ToolResponse:
return await self.__response(res=res, data=data)
return self.__response(res=res, data=data)
async def fail(
def fail(
self,
*,
res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_400,
msg: str = CustomResponseCode.HTTP_400.msg,
data: Any = None,
) -> ToolResponse:
return await self.__response(
return self.__response(
res=res,
msg=msg, # TODO this needs to map to developer_message in output.error
data=data,

14
arcade/arcade/core/schema.py
View file

@ -120,8 +120,8 @@ class ToolContext(BaseModel):
"""The authorization context for the tool invocation that requires authorization."""
class InvokeToolRequest(BaseModel):
"""The request to invoke a tool."""
class ToolCallRequest(BaseModel):
"""The request to call (invoke) a tool."""
run_id: str
"""The globally-unique run ID provided by the Engine."""
@ -137,7 +137,7 @@ class InvokeToolRequest(BaseModel):
"""The context for the tool invocation."""
class InvokeToolError(BaseModel):
class ToolCallError(BaseModel):
"""The error that occurred during the tool invocation."""
message: str
@ -146,12 +146,12 @@ class InvokeToolError(BaseModel):
"""The developer-facing error details."""
class InvokeToolOutput(BaseModel):
class ToolCallOutput(BaseModel):
"""The output of a tool invocation."""
value: Union[str, int, float, bool, dict] | None = None
"""The value returned by the tool."""
error: InvokeToolError | None = None
error: ToolCallError | None = None
"""The error that occurred during the tool invocation."""
model_config = {
@ -166,7 +166,7 @@ class InvokeToolOutput(BaseModel):
}
class InvokeToolResponse(BaseModel):
class ToolCallResponse(BaseModel):
"""The response to a tool invocation."""
invocation_id: str
@ -177,5 +177,5 @@ class InvokeToolResponse(BaseModel):
"""The duration of the tool invocation in milliseconds (ms)."""
success: bool
"""Whether the tool invocation was successful."""
output: InvokeToolOutput | None = None
output: ToolCallOutput | None = None
"""The output of the tool invocation."""

1714
arcade/poetry.lock generated
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File diff suppressed because it is too large Load diff

14
arcade/pyproject.toml
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@ -15,16 +15,18 @@ build-backend = "poetry.core.masonry.api"
[tool.poetry.dependencies]
python = ">=3.10,<4.0"
pydantic = "^2.7.0"
fastapi = "^0.110.0"
pydantic-settings = "^2.2.1"
typer = "^0.9.0"
rich = "^13.7.1"
toml = "^0.10.2"
tomlkit = "^0.12.4"
requests = "^2.26.0"
openai = "^1.36.0"
requests = "^2.26.0" # TODO: is this really needed?
openai = "^1.36.0" # TODO: relax to an earlier version that still has what we need
pyjwt = "^2.8.0"
fastapi = { version = "^0.110.0", optional = true }
flask = { version = "^3.0.3", optional = true }
[tool.poetry.group.dev.dependencies]
pytest = "^7.2.0"
pytest-cov = "^4.0.0"
@ -35,6 +37,10 @@ tox = "^4.11.1"
pytest-asyncio = "^0.23.7"
types-toml = "^0.10.8"
[tool.poetry.extras]
fastapi = ["fastapi"]
flask = ["flask"]
[tool.poetry.group.docs.dependencies]
mkdocs = "^1.4.2"
mkdocs-material = "^9.2.7"

2
examples/apps/.gitignore vendored Normal file
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@ -0,0 +1,2 @@
# Un-ignore poetry.lock because the projects in this directory represent runnable sample apps
!poetry.lock

65
examples/apps/flask/arcade_example_flask/app.py Normal file
View file

@ -0,0 +1,65 @@
from arcade.actor.flask.actor import FlaskActor
from flask import Flask, jsonify, request
from openai import OpenAI
from pydantic import BaseModel, ValidationError
from arcade_arithmetic.tools import arithmetic
client = OpenAI(base_url="http://localhost:6901")
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)

950
examples/apps/flask/poetry.lock generated Normal file
View file

@ -0,0 +1,950 @@
# 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 = "4.4.0"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
optional = false
python-versions = ">=3.8"
files = [
{file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
{file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
]
[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)", "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 (>=0.17)"]
trio = ["trio (>=0.23)"]
[[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.extras]
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19
examples/apps/flask/pyproject.toml Normal file
View file

@ -0,0 +1,19 @@
[tool.poetry]
name = "arcade_example_flask"
version = "0.1.0"
description = "Flask example app"
authors = ["Nate <nate@arcade-ai.com>"]
[tool.poetry.dependencies]
python = "^3.10"
flask = "^3.0.3"
arcade-ai = {path = "../../../arcade", develop = true}
arcade-arithmetic = {path = "../../math", develop = true}
[tool.poetry.dev-dependencies]
pytest = "^7.4"
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"

4
schemas/preview/invoke_tool_request.schema.jsonc
View file

@ -24,11 +24,11 @@
"properties": {
"name": {
"type": "string",
"description": "Name of the tool to invoke"
"description": "Name of the tool to call (invoke)"
},
"version": {
"type": "string",
"description": "Version of the named tool to invoke"
"description": "Version of the named tool to call (invoke)"
}
},
"required": ["name", "version"],