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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
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@ -2,10 +2,10 @@ name: "setup-poetry-env"
description: "Composite action to setup the Python and poetry environment." description: "Composite action to setup the Python and poetry environment."
inputs: inputs:
python-version: python-version:
required: false required: false
description: "The python version to use" description: "The python version to use"
default: "3.11" default: "3.11"
runs: runs:
using: "composite" using: "composite"
@ -29,5 +29,5 @@ runs:
- name: Install dependencies - name: Install dependencies
if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' 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 shell: bash

3
.github/workflows/main.yml vendored
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@ -29,7 +29,7 @@ jobs:
runs-on: ubuntu-latest runs-on: ubuntu-latest
strategy: strategy:
matrix: matrix:
python-version: ['3.10', '3.11', '3.12'] python-version: ["3.10", "3.11", "3.12"]
fail-fast: false fail-fast: false
steps: steps:
- name: Check out - name: Check out
@ -62,7 +62,6 @@ jobs:
if: ${{ matrix.python-version == '3.10' }} if: ${{ matrix.python-version == '3.10' }}
with: with:
token: ${{ secrets.CODECOV_TOKEN }} token: ${{ secrets.CODECOV_TOKEN }}
# docs don't work yet. # docs don't work yet.
# check-docs: # check-docs:
# runs-on: ubuntu-latest # runs-on: ubuntu-latest

2
.gitignore vendored
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@ -112,7 +112,7 @@ ipython_config.py
# This is especially recommended for binary packages to ensure reproducibility, and is more # This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries. # commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock poetry.lock
# pdm # pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. # 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 import time
from abc import ABC, abstractmethod
from datetime import datetime 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.catalog import ToolCatalog, Toolkit
from arcade.core.executor import ToolExecutor from arcade.core.executor import ToolExecutor
from arcade.core.schema import ( from arcade.core.schema import (
InvokeToolError, ToolCallError,
InvokeToolOutput, ToolCallOutput,
InvokeToolRequest, ToolCallRequest,
InvokeToolResponse, ToolCallResponse,
ToolContext, ToolContext,
ToolDefinition, ToolDefinition,
) )
class ActorComponent(ABC): class BaseActor(Actor):
@abstractmethod """
def register(self, router: Any) -> None: 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.
Register the component with the given router. """
"""
pass
@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 base_path = "/actor" # By default, prefix all our routes with /actor
default_components: ClassVar[tuple[type[ActorComponent], ...]] = (
CatalogComponent,
CallToolComponent,
HealthCheckComponent,
)
def __init__(self) -> None: def __init__(self) -> None:
""" """
Initialize the BaseActor with an empty ToolCatalog. Initialize the BaseActor with an empty ToolCatalog.
@ -58,9 +59,9 @@ class BaseActor:
""" """
self.catalog.add_toolkit(toolkit) 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_name = tool_request.tool.name
tool = self.catalog.get_tool(tool_name) tool = self.catalog.get_tool(tool_name)
@ -79,16 +80,15 @@ class BaseActor:
context=tool_request.context or ToolContext(), context=tool_request.context or ToolContext(),
**tool_request.inputs or {}, **tool_request.inputs or {},
) )
if response.code == 200: if response.code == 200 and response.data is not None:
# TODO remove ignore output = ToolCallOutput(value=response.data.result)
output = InvokeToolOutput(value=response.data.result) # type: ignore[union-attr]
else: else:
output = InvokeToolOutput(error=InvokeToolError(message=response.msg)) output = ToolCallOutput(error=ToolCallError(message=response.msg))
end_time = time.time() # End time in seconds end_time = time.time() # End time in seconds
duration_ms = (end_time - start_time) * 1000 # Convert to milliseconds duration_ms = (end_time - start_time) * 1000 # Convert to milliseconds
return InvokeToolResponse( return ToolCallResponse(
invocation_id=tool_request.invocation_id, invocation_id=tool_request.invocation_id,
duration=duration_ms, duration=duration_ms,
finished_at=datetime.now().isoformat(), finished_at=datetime.now().isoformat(),
@ -102,67 +102,9 @@ class BaseActor:
""" """
return {"status": "ok", "tool_count": len(self.catalog.tools.keys())} 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. Register the necessary routes to the application.
""" """
catalog_component = CatalogComponent(self) for component_cls in self.default_components:
invoke_tool_component = InvokeToolComponent(self) component_cls(self).register(router)
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()

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
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@ -1,12 +1,21 @@
import asyncio import json
from typing import Any, Callable from typing import Any, Callable
from fastapi import FastAPI, Request 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): class FastAPIActor(BaseActor):
"""
An Arcade Actor that is hosted inside a FastAPI app.
"""
def __init__(self, app: FastAPI) -> None: def __init__(self, app: FastAPI) -> None:
""" """
Initialize the FastAPIActor with a FastAPI app Initialize the FastAPIActor with a FastAPI app
@ -18,28 +27,12 @@ class FastAPIActor(BaseActor):
self.register_routes(self.router) self.register_routes(self.router)
class FastAPIRouter: # TODO create an interface for this class FastAPIRouter(Router):
def __init__(self, app: FastAPI, actor: BaseActor) -> None: def __init__(self, app: FastAPI, actor: BaseActor) -> None:
self.app = app self.app = app
self.actor = actor self.actor = actor
def add_route(self, path: str, handler: Callable, methods: str) -> None: def _wrap_handler(self, handler: Callable) -> Callable:
"""
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:
""" """
Wrap the handler to handle FastAPI-specific request and response. Wrap the handler to handle FastAPI-specific request and response.
""" """
@ -48,11 +41,25 @@ class FastAPIRouter: # TODO create an interface for this
request: Request, request: Request,
# api_key: str = Depends(get_api_key), # TODO re-enable when Engine supports auth # api_key: str = Depends(get_api_key), # TODO re-enable when Engine supports auth
) -> Any: ) -> Any:
if asyncio.iscoroutinefunction(handler) or ( body_str = await request.body()
callable(handler) and asyncio.iscoroutinefunction(handler.__call__) # type: ignore[operator] body_json = json.loads(body_str) if body_str else {}
): request_data = RequestData(
return await handler(request) path=request.url.path,
method=request.method,
body_json=body_json,
)
if is_async_callable(handler):
return await handler(request_data)
else: else:
return handler(request) return handler(request_data)
return wrapped_handler 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 # Dependency function to validate JWT and extract API key
# The validator function is provided by the BaseActor class
async def get_api_key( async def get_api_key(
credentials: HTTPAuthorizationCredentials = Depends(security), credentials: HTTPAuthorizationCredentials = Depends(security),
) -> str: ) -> 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) output = await ToolExecutor._serialize_output(output_model, results)
# return the output # return the output
return await tool_response.success(data=output) return tool_response.success(data=output)
except ToolSerializationError as e: except ToolSerializationError as e:
return await tool_response.fail(msg=str(e)) return tool_response.fail(msg=str(e))
except ToolExecutionError as 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 # if we get here we're in trouble
# TODO: Debate if this is necessary # TODO: Debate if this is necessary
except Exception as e: except Exception as e:
return await tool_response.fail(msg=str(e)) return tool_response.fail(msg=str(e))
@staticmethod @staticmethod
async def _serialize_input(input_model: type[BaseModel], **kwargs: Any) -> BaseModel: 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 @staticmethod
async def __response( def __response(
*, *,
msg: str | None = None, msg: str | None = None,
res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200, 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=msg, data=data)
return ToolResponse(code=res.code, msg=res.msg, data=data) return ToolResponse(code=res.code, msg=res.msg, data=data)
async def success( def success(
self, self,
*, *,
res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200, res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200,
data: T | None = None, data: T | None = None,
) -> ToolResponse: ) -> ToolResponse:
return await self.__response(res=res, data=data) return self.__response(res=res, data=data)
async def fail( def fail(
self, self,
*, *,
res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_400, res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_400,
msg: str = CustomResponseCode.HTTP_400.msg, msg: str = CustomResponseCode.HTTP_400.msg,
data: Any = None, data: Any = None,
) -> ToolResponse: ) -> ToolResponse:
return await self.__response( return self.__response(
res=res, res=res,
msg=msg, # TODO this needs to map to developer_message in output.error msg=msg, # TODO this needs to map to developer_message in output.error
data=data, 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.""" """The authorization context for the tool invocation that requires authorization."""
class InvokeToolRequest(BaseModel): class ToolCallRequest(BaseModel):
"""The request to invoke a tool.""" """The request to call (invoke) a tool."""
run_id: str run_id: str
"""The globally-unique run ID provided by the Engine.""" """The globally-unique run ID provided by the Engine."""
@ -137,7 +137,7 @@ class InvokeToolRequest(BaseModel):
"""The context for the tool invocation.""" """The context for the tool invocation."""
class InvokeToolError(BaseModel): class ToolCallError(BaseModel):
"""The error that occurred during the tool invocation.""" """The error that occurred during the tool invocation."""
message: str message: str
@ -146,12 +146,12 @@ class InvokeToolError(BaseModel):
"""The developer-facing error details.""" """The developer-facing error details."""
class InvokeToolOutput(BaseModel): class ToolCallOutput(BaseModel):
"""The output of a tool invocation.""" """The output of a tool invocation."""
value: Union[str, int, float, bool, dict] | None = None value: Union[str, int, float, bool, dict] | None = None
"""The value returned by the tool.""" """The value returned by the tool."""
error: InvokeToolError | None = None error: ToolCallError | None = None
"""The error that occurred during the tool invocation.""" """The error that occurred during the tool invocation."""
model_config = { model_config = {
@ -166,7 +166,7 @@ class InvokeToolOutput(BaseModel):
} }
class InvokeToolResponse(BaseModel): class ToolCallResponse(BaseModel):
"""The response to a tool invocation.""" """The response to a tool invocation."""
invocation_id: str invocation_id: str
@ -177,5 +177,5 @@ class InvokeToolResponse(BaseModel):
"""The duration of the tool invocation in milliseconds (ms).""" """The duration of the tool invocation in milliseconds (ms)."""
success: bool success: bool
"""Whether the tool invocation was successful.""" """Whether the tool invocation was successful."""
output: InvokeToolOutput | None = None output: ToolCallOutput | None = None
"""The output of the tool invocation.""" """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] [tool.poetry.dependencies]
python = ">=3.10,<4.0" python = ">=3.10,<4.0"
pydantic = "^2.7.0" pydantic = "^2.7.0"
fastapi = "^0.110.0"
pydantic-settings = "^2.2.1" pydantic-settings = "^2.2.1"
typer = "^0.9.0" typer = "^0.9.0"
rich = "^13.7.1" rich = "^13.7.1"
toml = "^0.10.2" toml = "^0.10.2"
tomlkit = "^0.12.4" tomlkit = "^0.12.4"
requests = "^2.26.0" 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
openai = "^1.36.0"
pyjwt = "^2.8.0" pyjwt = "^2.8.0"
fastapi = { version = "^0.110.0", optional = true }
flask = { version = "^3.0.3", optional = true }
[tool.poetry.group.dev.dependencies] [tool.poetry.group.dev.dependencies]
pytest = "^7.2.0" pytest = "^7.2.0"
pytest-cov = "^4.0.0" pytest-cov = "^4.0.0"
@ -35,6 +37,10 @@ tox = "^4.11.1"
pytest-asyncio = "^0.23.7" pytest-asyncio = "^0.23.7"
types-toml = "^0.10.8" types-toml = "^0.10.8"
[tool.poetry.extras]
fastapi = ["fastapi"]
flask = ["flask"]
[tool.poetry.group.docs.dependencies] [tool.poetry.group.docs.dependencies]
mkdocs = "^1.4.2" mkdocs = "^1.4.2"
mkdocs-material = "^9.2.7" 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(
{
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"tool_call_count": raw_response.headers["arcade-tool-calls"],
"tool_call_duration_ms": raw_response.headers[
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],
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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 @@
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{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 = "2.2.2"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.8"
files = [
{file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
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[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 = "3.0.3"
description = "The comprehensive WSGI web application library."
optional = false
python-versions = ">=3.8"
files = [
{file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
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[package.dependencies]
MarkupSafe = ">=2.1.1"
[package.extras]
watchdog = ["watchdog (>=2.3)"]
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "e30a7148a2e918df33838b42cd4bc1afcb3943903d824a6a46080264b25d014d"

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