diff --git a/arcade/arcade/actor/core/base.py b/arcade/arcade/actor/core/base.py
index 1db985e2..8b570c50 100644
--- a/arcade/arcade/actor/core/base.py
+++ b/arcade/arcade/actor/core/base.py
@@ -16,7 +16,6 @@ from arcade.core.schema import (
     ToolCallOutput,
     ToolCallRequest,
     ToolCallResponse,
-    ToolContext,
     ToolDefinition,
 )
 
@@ -77,7 +76,7 @@ class BaseActor(Actor):
             definition=materialized_tool.definition,
             input_model=materialized_tool.input_model,
             output_model=materialized_tool.output_model,
-            context=tool_request.context or ToolContext(),
+            context=tool_request.context,
             **tool_request.inputs or {},
         )
         if response.code == 200 and response.data is not None:
diff --git a/arcade/arcade/actor/fastapi/__init__.py b/arcade/arcade/actor/fastapi/__init__.py
index e69de29b..dee747fa 100644
--- a/arcade/arcade/actor/fastapi/__init__.py
+++ b/arcade/arcade/actor/fastapi/__init__.py
@@ -0,0 +1,7 @@
+import importlib.util
+
+# FastAPI is an optional dependency, so make sure it's installed
+if importlib.util.find_spec("fastapi") is None:
+    raise ImportError(
+        "FastAPI is not installed. Please install it using `pip install arcade-ai[fastapi]`."
+    )
diff --git a/arcade/arcade/actor/flask/__init__.py b/arcade/arcade/actor/flask/__init__.py
index e69de29b..6fb16875 100644
--- a/arcade/arcade/actor/flask/__init__.py
+++ b/arcade/arcade/actor/flask/__init__.py
@@ -0,0 +1,7 @@
+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]`."
+    )
diff --git a/arcade/arcade/cli/main.py b/arcade/arcade/cli/main.py
index 5db1a2b1..1d2ca237 100644
--- a/arcade/arcade/cli/main.py
+++ b/arcade/arcade/cli/main.py
@@ -11,6 +11,11 @@ from rich.table import Table
 from typer.core import TyperGroup
 from typer.models import Context
 
+from arcade.core.catalog import ToolCatalog
+from arcade.core.config import Config
+from arcade.core.schema import ToolContext
+from arcade.core.toolkit import Toolkit
+
 
 class OrderCommands(TyperGroup):
     def list_commands(self, ctx: Context) -> list[str]:  # type: ignore[override]
@@ -36,6 +41,15 @@ def login(
     pass
 
 
+@cli.command(help="Log out of Arcade Cloud")
+def logout() -> None:
+    """
+    Logs the user out of Arcade Cloud.
+    """
+    # Here you would add the logic to log the user out of Arcade Cloud
+    pass
+
+
 @cli.command(help="Create a new toolkit package directory")
 def new(
     directory: str = typer.Option(os.getcwd(), "--dir", help="tools directory path"),
@@ -54,22 +68,18 @@ def new(
 
 @cli.command(help="Show the available tools in an actor or toolkit directory")
 def show(
-    toolkit: str = typer.Argument(..., help="The toolkit to show the tools of"),
+    toolkit: Optional[str] = typer.Option(
+        None, "-t", "--toolkit", help="The toolkit to show the tools of"
+    ),
+    all_toolkits: bool = typer.Option(False, "-a", "--all", help="Show all installed toolkits"),
     actor: Optional[str] = typer.Option(None, help="A running actor address to list tools from"),
 ) -> None:
     """
     Show the available tools in an actor or toolkit
     """
-    from arcade.core.catalog import ToolCatalog
-    from arcade.core.toolkit import Toolkit
 
     try:
-        # load the toolkit from python package
-        loaded_toolkit = Toolkit.from_package(toolkit)
-
-        # create a tool catalog and add the toolkit
-        catalog = ToolCatalog()
-        catalog.add_toolkit(loaded_toolkit)
+        catalog = create_cli_catalog(toolkit, all_toolkits)
 
         # Create a table with Rich library
         table = Table(show_header=True, header_style="bold magenta")
@@ -90,34 +100,32 @@ def show(
 
 
 @cli.command(help="Run a tool using an LLM to predict the arguments")
-def run(  # noqa: C901
-    toolkit: str = typer.Argument(..., help="The toolkit to add to model calls"),
-    prompt: str = typer.Argument(..., help="The prompt to use for context"),
-    model: str = typer.Option("gpt-3.5-turbo", "-m", help="The model to use for prediction."),
-    tool: str = typer.Option(None, "-t", "--tool", help="The name of the tool to run."),
+def run(
+    toolkit: Optional[str] = typer.Option(
+        None, "-t", "--toolkit", help="The toolkit to include in the run"
+    ),
+    all_toolkits: bool = typer.Option(
+        False, "-a", "--all", is_flag=True, help="Use all installed toolkits"
+    ),
+    model: str = typer.Option("gpt-4o", "-m", help="The model to use for prediction."),
+    tool: str = typer.Option(None, "--tool", help="The name of the tool to run."),
     choice: str = typer.Option(
-        "prompt", "-c", "--choice", help="The value of the tool choice argument"
+        "generate", "-c", "--choice", help="The value of the tool choice argument"
     ),
-    stream: bool = typer.Option(True, "-s", "--stream", help="Stream the tool output."),
-    actor: Optional[str] = typer.Option(
-        None, "-a", "--actor", help="The actor to use for prediction."
+    stream: bool = typer.Option(
+        False, "-s", "--stream", is_flag=True, help="Stream the tool output."
     ),
+    actor: Optional[str] = typer.Option(None, "--actor", help="The actor to use for prediction."),
+    prompt: str = typer.Argument(..., help="The prompt to use for context"),
 ) -> None:
     """
     Run a tool using an LLM to predict the arguments.
     """
-    from arcade.core.catalog import ToolCatalog
     from arcade.core.client import EngineClient
     from arcade.core.executor import ToolExecutor
-    from arcade.core.toolkit import Toolkit
 
     try:
-        # load the toolkit from python package
-        loaded_toolkit = Toolkit.from_package(toolkit)
-
-        # create a tool catalog and add the toolkit
-        catalog = ToolCatalog()
-        catalog.add_toolkit(loaded_toolkit)
+        catalog = create_cli_catalog(toolkit=toolkit, all_toolkits=all_toolkits)
 
         # if user specified a tool
         if tool:
@@ -131,23 +139,18 @@ def run(  # noqa: C901
             # use all the tools in the catalog
             tools = list(catalog)
 
-        if catalog.is_empty():
-            console.print(f"❌ No tools found in toolkit: {toolkit}", style="bold red")
-            raise typer.Exit(code=1)
-
         # TODO put in the engine url from config
         client = EngineClient()
         # TODO better way of doing this
-        tool_choice = "required" if choice in ["prompt", "execute"] else choice
+        tool_choice = "required" if choice in ["generate", "execute"] else choice
         calls = client.call_tool(tools, tool_choice=tool_choice, prompt=prompt, model=model)
 
         messages = [
             {"role": "user", "content": prompt},
         ]
-
         for tool_name, parameters in calls.items():
             called_tool = catalog[tool_name]
-            console.print(f"Running tool: {tool_name} with params: {parameters}", style="bold blue")
+            console.print(f"Calling tool: {tool_name} with params: {parameters}", style="bold blue")
 
             # TODO async.gather instead of loop.
             output = asyncio.run(
@@ -156,6 +159,7 @@ def run(  # noqa: C901
                     called_tool.definition,
                     called_tool.input_model,
                     called_tool.output_model,
+                    ToolContext(),
                     **parameters,
                 )
             )
@@ -163,30 +167,89 @@ def run(  # noqa: C901
                 console.print(output.msg, style="bold red")
                 if output.data:
                     console.print(output.data.result, style="bold red")
+                    typer.Exit(code=1)
             else:
-                if choice == "prompt":
-                    # TODO: Add the tool results to the response in a safer way
-                    messages += [
-                        {
-                            "role": "assistant",
-                            # TODO: escape the output and ensure serialization works
-                            "content": f"Results of Tool {tool_name}: {output.data.result!s}",  # type: ignore[union-attr]
-                        },
-                    ]
-                    if stream:
-                        stream_response = client.stream_complete(model=model, messages=messages)
-                        display_streamed_markdown(stream_response)
-                    else:
-                        response = client.complete(model=model, messages=messages)
-                        console.print(response.choices[0].message.content, style="bold green")
-                elif choice == "execute":
-                    console.print(output.data.result, style="green")  # type: ignore[union-attr]
+                messages += [
+                    {
+                        "role": "assistant",
+                        # TODO: escape the output and ensure serialization works
+                        "content": f"Results of Tool {tool_name}: {output.data.result!s}",  # type: ignore[union-attr]
+                    },
+                ]
+
+            if choice == "execute":
+                console.print(output.data.result, style="green")  # type: ignore[union-attr]
+
+        if stream:
+            stream_response = client.stream_complete(model=model, messages=messages)
+            display_streamed_markdown(stream_response)
+        else:
+            response = client.complete(model=model, messages=messages)
+            console.print(response.choices[0].message.content, style="bold green")
 
     except RuntimeError as e:
         error_message = f"❌ Failed to run tool{': ' + escape(str(e)) if str(e) else ''}"
         console.print(error_message, style="bold red")
 
 
+@cli.command(help="Chat with a language model")
+def chat(
+    model: str = typer.Option("gpt-4o-mini", "-m", help="The model to use for prediction."),
+    choice: str = typer.Option(
+        None, "-c", "--choice", help="The value of the tool choice argument"
+    ),
+    stream: bool = typer.Option(
+        False, "-s", "--stream", is_flag=True, help="Stream the tool output."
+    ),
+    prompt: str = typer.Argument(..., help="The prompt to use for context"),
+) -> None:
+    """
+    Run a tool using an LLM to predict the arguments.
+    """
+    from arcade.core.client import EngineClient
+
+    client = EngineClient()
+    try:
+        messages = [
+            {"role": "user", "content": prompt},
+        ]
+
+        if stream:
+            stream_response = client.stream_complete(model=model, messages=messages)
+            display_streamed_markdown(stream_response)
+        else:
+            response = client.complete(model=model, messages=messages)
+            console.print(response.choices[0].message.content, style="bold green")
+
+    except RuntimeError as e:
+        error_message = f"❌ Failed to run tool{': ' + escape(str(e)) if str(e) else ''}"
+        console.print(error_message, style="bold red")
+
+
+@cli.command(help="Start an Actor server with specified configurations.")
+def dev(
+    host: str = typer.Option(
+        "127.0.0.1", help="Host for the app, from settings by default.", show_default=True
+    ),
+    port: int = typer.Option("8000", help="Port for the app, defaults to ", show_default=True),
+) -> None:
+    """
+    Starts the actor with host, port, and reload options. Uses
+    Uvicorn as ASGI actor. Parameters allow runtime configuration.
+    """
+    from arcade.cli.serve import serve_default_actor
+
+    try:
+        serve_default_actor(host, port)
+    except KeyboardInterrupt:
+        console.print("actor stopped by user.", style="bold red")
+        typer.Exit()
+    except Exception as e:
+        error_message = f"❌ Failed to start Arcade Actor: {escape(str(e))}"
+        console.print(error_message, style="bold red")
+        raise typer.Exit(code=1)
+
+
 @cli.command(help="Manage the Arcade Engine (start/stop/restart)")
 def engine(
     action: str = typer.Argument("start", help="The action to take (start/stop/restart)"),
@@ -214,13 +277,68 @@ def credentials(
 @cli.command(help="Show/edit configuration details of the Arcade Engine")
 def config(
     action: str = typer.Argument("show", help="The action to take (show/edit)"),
-    name: str = typer.Option(None, "--name", "-n", help="The name of the configuration to edit"),
+    key: str = typer.Option(
+        None, "--key", "-k", help="The configuration key to edit (e.g., 'api.key')"
+    ),
     val: str = typer.Option(None, "--val", "-v", help="The value of the configuration to edit"),
 ) -> None:
     """
     Show/edit configuration details of the Arcade Engine
     """
-    pass
+
+    config = Config.load_from_file()
+
+    if action == "show":
+        display_config_as_table(config)
+    elif action == "edit":
+        if not key or val is None:
+            console.print("❌ Key and value must be provided for editing.", style="bold red")
+            raise typer.Exit(code=1)
+
+        keys = key.split(".")
+        if len(keys) != 2:
+            console.print("❌ Invalid key format. Use 'section.name' format.", style="bold red")
+            raise typer.Exit(code=1)
+
+        section, name = keys
+        section_dict = getattr(config, section, None)
+        if section_dict and hasattr(section_dict, name):
+            setattr(section_dict, name, val)
+            config.save_to_file()
+            console.print("✅ Configuration updated successfully.", style="bold green")
+        else:
+            console.print(
+                f"❌ Invalid configuration name: {name} in section: {section}", style="bold red"
+            )
+            raise typer.Exit(code=1)
+    else:
+        console.print(f"❌ Invalid action: {action}", style="bold red")
+        raise typer.Exit(code=1)
+
+
+def display_config_as_table(config: Config) -> None:
+    """
+    Display the configuration details as a table using Rich library.
+    """
+    table = Table(show_header=True, header_style="bold magenta")
+    table.add_column("Section")
+    table.add_column("Name")
+    table.add_column("Value")
+
+    for section_name in config.dict():
+        section = getattr(config, section_name)
+        if section:
+            section = section.dict()
+            first = True
+            for name, value in section.items():
+                if first:
+                    table.add_row(section_name, name, str(value))
+                    first = False
+                else:
+                    table.add_row("", name, str(value))
+            table.add_row("", "", "")
+
+    console.print(table)
 
 
 def display_streamed_markdown(stream: Stream[ChatCompletionChunk]) -> None:
@@ -238,3 +356,39 @@ def display_streamed_markdown(stream: Stream[ChatCompletionChunk]) -> None:
                 full_message += chunk_message
                 markdown_chunk = Markdown(full_message)
                 live.update(markdown_chunk)
+
+
+def create_cli_catalog(
+    toolkit: str | None = None,
+    all_toolkits: bool = False,
+) -> ToolCatalog:
+    """
+    Load toolkits from the python environment.
+    """
+
+    if all_toolkits:
+        toolkits = Toolkit.find_all_arcade_toolkits()
+        if not toolkits:
+            console.print("No toolkits found in Python environment.", style="bold red")
+            raise typer.Exit(code=1)
+    else:
+        if not toolkit:
+            console.print("No toolkit specified and '-a' not supplied.", style="bold red")
+            raise typer.Exit(code=1)
+        else:
+            # load the toolkit from python package
+            try:
+                prefixed_toolkit = "arcade_" + toolkit
+                toolkits = [Toolkit.from_package(prefixed_toolkit)]
+            except ValueError:
+                try:  # try without prefix
+                    toolkits = [Toolkit.from_package(toolkit)]
+                except ValueError as e:
+                    console.print(f"❌ {e}", style="bold red")
+                    raise typer.Exit(code=1)
+
+    catalog = ToolCatalog()
+    for loaded_toolkit in toolkits:
+        console.print(f"Loading toolkit: {loaded_toolkit.name}", style="bold blue")
+        catalog.add_toolkit(loaded_toolkit)
+    return catalog
diff --git a/arcade/arcade/cli/new.py b/arcade/arcade/cli/new.py
index 9b9a7163..ef7ee5b0 100644
--- a/arcade/arcade/cli/new.py
+++ b/arcade/arcade/cli/new.py
@@ -97,7 +97,6 @@ def create_new_toolkit(directory: str) -> None:
     author = f"{author_name} <{author_email}>"
 
     generate_test_dir = ask_question("Generate test directory? (yes/no)", "yes") == "yes"
-    generate_eval_dir = ask_question("Generate eval directory? (yes/no)", "yes") == "yes"
 
     top_level_dir = os.path.join(directory, name)
     toolkit_dir = os.path.join(directory, name, toolkit_name)
@@ -137,8 +136,4 @@ def create_new_toolkit(directory: str) -> None:
     if generate_test_dir:
         create_directory(os.path.join(top_level_dir, "tests"))
 
-    # If the user wants to generate an eval directory
-    if generate_eval_dir:
-        create_directory(os.path.join(top_level_dir, "evals"))
-
     console.print(f"[green]Toolkit {toolkit_name} has been created.[/green]")
diff --git a/arcade/arcade/cli/serve.py b/arcade/arcade/cli/serve.py
new file mode 100644
index 00000000..03d7cbdc
--- /dev/null
+++ b/arcade/arcade/cli/serve.py
@@ -0,0 +1,49 @@
+from rich.console import Console
+
+try:
+    import fastapi
+except ImportError:
+    raise ImportError(
+        "FastAPI is not installed. Please install it using `pip install arcade-ai[fastapi]`."
+    )
+
+try:
+    import uvicorn
+except ImportError:
+    raise ImportError("Uvicorn is not installed. Please install it using `pip install uvicorn`.")
+
+from arcade.actor.fastapi.actor import FastAPIActor
+from arcade.core.toolkit import Toolkit
+
+console = Console()
+
+
+def serve_default_actor(host: str = "127.0.0.1", port: int = 8000) -> None:
+    """
+    Get an instance of a FastAPI server with the Arcade Actor.
+    """
+    toolkits = Toolkit.find_all_arcade_toolkits()
+    if not toolkits:
+        console.print("No toolkits found in Python environment. Exiting...", style="bold red")
+        return
+    else:
+        console.print("Serving the following toolkits:", style="bold blue")
+        for toolkit in toolkits:
+            console.print(f"  - {toolkit.name} ({toolkit.package_name})")
+
+    app = fastapi.FastAPI(
+        title="Arcade AI Actor",
+        description="Arcade AI default Actor implementation using FastAPI.",
+        version="0.1.0",
+    )
+    actor = FastAPIActor(app)
+    for toolkit in toolkits:
+        actor.register_toolkit(toolkit)
+
+    console.print("Starting FastAPI server...", style="bold blue")
+
+    uvicorn.run(
+        app=app,
+        host=host,
+        port=port,
+    )
diff --git a/arcade/arcade/core/env.py b/arcade/arcade/core/env.py
index da5330ed..3dcbe063 100644
--- a/arcade/arcade/core/env.py
+++ b/arcade/arcade/core/env.py
@@ -1,4 +1,3 @@
-import os
 from functools import lru_cache
 from pathlib import Path
 
@@ -9,8 +8,6 @@ class Settings(BaseSettings):
     model_config = SettingsConfigDict(env_file=".env")
 
     WORK_DIR: Path = Path.home() / ".arcade"
-    TOOLS_DIR: Path = Path(os.getcwd())
-    TOOLKIT_DIR: Path = Path(os.getcwd())
 
 
 @lru_cache
diff --git a/arcade/arcade/core/parse.py b/arcade/arcade/core/parse.py
index 5476ccc7..f0d17122 100644
--- a/arcade/arcade/core/parse.py
+++ b/arcade/arcade/core/parse.py
@@ -19,11 +19,25 @@ def get_function_name_if_decorated(
     node: Union[ast.FunctionDef, ast.AsyncFunctionDef],
 ) -> Optional[str]:
     """
-    Check if a function has a decorator
+    Check if a function has a decorator.
     """
-    decorator_ids = {"ar.tool", "tool"}
+    decorator_ids = {"arc.tool", "tool"}
     for decorator in node.decorator_list:
-        if isinstance(decorator, ast.Name) and decorator.id in decorator_ids:
+        # if the function is decorated and the decorator is
+        # either called, or placed on the function
+        if (
+            (isinstance(decorator, ast.Name) and decorator.id in decorator_ids)
+            or (
+                isinstance(decorator, ast.Attribute)
+                and isinstance(decorator.value, ast.Name)
+                and f"{decorator.value.id}.{decorator.attr}" in decorator_ids
+            )
+            or (
+                isinstance(decorator, ast.Call)
+                and isinstance(decorator.func, ast.Name)
+                and decorator.func.id in decorator_ids
+            )
+        ):
             return node.name
     return None
 
@@ -33,6 +47,13 @@ def get_tools_from_file(filepath: str | Path) -> list[str]:
     Retrieve tools from a Python file.
     """
     tree = load_ast_tree(filepath)
+    return get_tools_from_ast(tree)
+
+
+def get_tools_from_ast(tree: ast.AST) -> list[str]:
+    """
+    Retrieve tools from Python source code.
+    """
     tools = []
     for node in ast.walk(tree):
         if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
diff --git a/arcade/arcade/core/schema.py b/arcade/arcade/core/schema.py
index 4800733f..538cc0da 100644
--- a/arcade/arcade/core/schema.py
+++ b/arcade/arcade/core/schema.py
@@ -133,7 +133,7 @@ class ToolCallRequest(BaseModel):
     """The name and version of the tool."""
     inputs: dict[str, Any] | None = None
     """The inputs for the tool."""
-    context: ToolContext
+    context: ToolContext = Field(default_factory=ToolContext)
     """The context for the tool invocation."""
 
 
diff --git a/arcade/arcade/core/toolkit.py b/arcade/arcade/core/toolkit.py
index 90ef42e7..e0ec1fb6 100644
--- a/arcade/arcade/core/toolkit.py
+++ b/arcade/arcade/core/toolkit.py
@@ -58,10 +58,10 @@ class Toolkit(BaseModel):
             name = metadata["Name"]
             package_name = package
             version = metadata["Version"]
-            description = metadata["Summary"] if "Summary" in metadata else ""
+            description = metadata.get("Summary", "")  # type: ignore[attr-defined]
             author = metadata.get_all("Author-email")
-            homepage = metadata["Home-page"] if "Home-page" in metadata else None
-            repo = metadata["Repository"] if "Repository" in metadata else None
+            homepage = metadata.get("Home-page", None)  # type: ignore[attr-defined]
+            repo = metadata.get("Repository", None)  # type: ignore[attr-defined]
 
         except importlib.metadata.PackageNotFoundError as e:
             raise ValueError(f"Package {package} not found.") from e
@@ -105,6 +105,21 @@ class Toolkit(BaseModel):
 
         return toolkit
 
+    @classmethod
+    def find_all_arcade_toolkits(cls) -> list["Toolkit"]:
+        """
+        Find all installed packages prefixed with 'arcade_' and load them as Toolkits.
+
+        Returns:
+            List[Toolkit]: A list of Toolkit instances.
+        """
+        arcade_packages = [
+            dist.metadata["Name"]
+            for dist in importlib.metadata.distributions()
+            if dist.metadata["Name"].startswith("arcade_")
+        ]
+        return [cls.from_package(package) for package in arcade_packages]
+
 
 def get_package_directory(package_name: str) -> str:
     """
diff --git a/arcade/pyproject.toml b/arcade/pyproject.toml
index 06e588ca..72fa0461 100644
--- a/arcade/pyproject.toml
+++ b/arcade/pyproject.toml
@@ -30,12 +30,12 @@ flask = { version = "^3.0.3", optional = true }
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.2.0"
 pytest-cov = "^4.0.0"
-deptry = "^0.12.0"
 mypy = "^1.5.1"
 pre-commit = "^3.4.0"
 tox = "^4.11.1"
 pytest-asyncio = "^0.23.7"
 types-toml = "^0.10.8"
+uvicorn = "^0.22.0"
 
 [tool.poetry.extras]
 fastapi = ["fastapi"]
diff --git a/arcade/tests/core/test_parse.py b/arcade/tests/core/test_parse.py
new file mode 100644
index 00000000..61288757
--- /dev/null
+++ b/arcade/tests/core/test_parse.py
@@ -0,0 +1,52 @@
+import ast
+
+import pytest
+
+from arcade.core.parse import get_tools_from_ast
+
+
+@pytest.mark.parametrize(
+    "source, expected_tools",
+    [
+        pytest.param(
+            """
+@tool
+def my_function():
+    pass
+    """,
+            ["my_function"],
+            id="function with tool decorator",
+        ),
+        pytest.param(
+            """
+import arcade.sdk as arc
+@arc.tool
+def another_function():
+    pass
+    """,
+            ["another_function"],
+            id="function with arc.tool decorator",
+        ),
+        pytest.param(
+            """
+def no_decorator_function():
+    pass
+    """,
+            [],
+            id="function without decorator",
+        ),
+        pytest.param(
+            """
+@other_decorator
+def different_function():
+    pass
+    """,
+            [],
+            id="function with other decorator",
+        ),
+    ],
+)
+def test_get_function_name_if_decorated(source, expected_tools):
+    tree = ast.parse(source)
+    tools = get_tools_from_ast(tree)
+    assert tools == expected_tools
diff --git a/examples/apps/.gitignore b/examples/.gitignore
similarity index 100%
rename from examples/apps/.gitignore
rename to examples/.gitignore
diff --git a/examples/data/make_sqlite_db.py b/examples/data/make_sqlite_db.py
deleted file mode 100644
index 63cf78b5..00000000
--- a/examples/data/make_sqlite_db.py
+++ /dev/null
@@ -1,43 +0,0 @@
-import csv
-import sqlite3
-
-# Path to the CSV file
-csv_file_path = "./synthetic_people_data.csv"
-
-# Connect to a SQLite database (will be created if it doesn't exist)
-conn = sqlite3.connect("people.sqlite")
-cur = conn.cursor()
-
-# Create a table
-cur.execute(
-    """
-CREATE TABLE IF NOT EXISTS people (
-    id INTEGER PRIMARY KEY,
-    Name TEXT,
-    Age INTEGER,
-    Location TEXT,
-    Occupation TEXT,
-    Email TEXT
-)
-"""
-)
-
-# Read data from the CSV file
-with open(csv_file_path, "r") as csvfile:
-    csvreader = csv.reader(csvfile)
-    next(csvreader)  # Skip the header row
-    for row in csvreader:
-        # Insert each row into the database
-        cur.execute(
-            """
-        INSERT INTO people (Name, Age, Location, Occupation, Email)
-        VALUES (?, ?, ?, ?, ?)
-        """,
-            row,
-        )
-
-# Commit changes and close the connection
-conn.commit()
-conn.close()
-
-print("Data imported into SQLite database successfully.")
diff --git a/examples/data/people.sqlite b/examples/data/people.sqlite
deleted file mode 100644
index cd9278a2..00000000
Binary files a/examples/data/people.sqlite and /dev/null differ
diff --git a/examples/data/synthetic_people_data.csv b/examples/data/synthetic_people_data.csv
deleted file mode 100644
index 23ea515f..00000000
--- a/examples/data/synthetic_people_data.csv
+++ /dev/null
@@ -1,101 +0,0 @@
-Name,Age,Location,Occupation,Email
-Christopher Sharp,63,"Los Angeles, CA",Paediatric nurse,grantanderson@simmons-jackson.com
-Sharon Fernandez,69,"San Diego, CA",Cabin crew,christysanders@white-love.net
-Rachel Thornton,76,"San Jose, CA","Engineer, electrical",douglas57@hotmail.com
-Richard Moore,90,"San Jose, CA",Audiological scientist,myersdaniel@williams-gutierrez.org
-Kevin Fletcher,22,"San Jose, CA",Barrister's clerk,hjohnson@hotmail.com
-John Beasley,57,"San Jose, CA",Product/process development scientist,thompsonpamela@gmail.com
-Luis Anderson,88,"San Antonio, TX","Engineer, biomedical",phale@gmail.com
-Barbara Hodges,84,"Dallas, TX",Amenity horticulturist,maciaskatherine@knight.com
-Carla Weber,95,"Chicago, IL",Community pharmacist,amycampbell@stanley.info
-Sarah Little,75,"Chicago, IL",Horticultural consultant,jenniferbrown@carroll.org
-Jessica Greer,93,"San Antonio, TX","Engineer, broadcasting (operations)",xnelson@day-williams.com
-Brent Arnold,27,"San Antonio, TX",Lobbyist,pjacobs@hotmail.com
-Natalie Trujillo,59,"Houston, TX",Dramatherapist,john40@ashley.com
-Megan Gonzalez,87,"Houston, TX","Education officer, community",jacqueline01@hotmail.com
-Steven Davila,60,"Dallas, TX",Psychiatrist,denisedominguez@hotmail.com
-Joseph Parker,44,"Los Angeles, CA","Scientist, product/process development",mendozamatthew@yahoo.com
-Jennifer Travis,56,"Dallas, TX",Automotive engineer,hbaker@gmail.com
-Mr. Kenneth Phillips DVM,81,"Dallas, TX",Community arts worker,kmorton@gmail.com
-Dean Moore,98,"Dallas, TX","Engineer, site",bushdenise@gmail.com
-Dr. Margaret Ford,94,"Philadelphia, PA",Stage manager,mclarke@hotmail.com
-Jennifer Morrow,65,"San Antonio, TX",Best boy,marshallrobert@hotmail.com
-Robert Rivera,45,"San Antonio, TX",Call centre manager,isaac50@russell-wagner.info
-Tammy Powell,72,"San Antonio, TX","Editor, commissioning",wsmith@hotmail.com
-John Hughes,81,"Phoenix, AZ",Holiday representative,cameron72@wright.info
-Mary Smith,50,"Phoenix, AZ",Location manager,bergdennis@yahoo.com
-Laurie Burke,79,"San Antonio, TX",Event organiser,steven32@yahoo.com
-Kevin Smith,49,"Dallas, TX",Accommodation manager,boydhannah@yahoo.com
-John Foster,80,"Houston, TX",Field seismologist,garrettmartin@dixon.com
-Ashlee Charles,63,"San Jose, CA","Editor, commissioning",rholmes@vega.info
-Cynthia Potts,34,"New York, NY","Lecturer, higher education",ulang@vasquez.org
-Jesus Brady,61,"Dallas, TX",Forensic scientist,gonzalezbrenda@gmail.com
-Jamie Smith,59,"Philadelphia, PA",Retail buyer,taylorthomas@soto.com
-Abigail Hicks,34,"Chicago, IL","Therapist, speech and language",lori49@gmail.com
-Thomas Rodriguez,63,"San Jose, CA",Retail banker,erica79@glover-forbes.com
-Eric Wilkinson,75,"San Antonio, TX",Art gallery manager,pnixon@callahan.com
-Matthew Cantu,39,"Los Angeles, CA",Chief Financial Officer,reynoldsgregory@gmail.com
-Chloe Chapman,35,"Philadelphia, PA",Production manager,bdavis@hotmail.com
-Sophia Jones,48,"San Jose, CA",Camera operator,gsantos@gmail.com
-David Young,56,"Houston, TX","Psychologist, clinical",leslie55@hotmail.com
-Stacy Morris,72,"Los Angeles, CA",Logistics and distribution manager,qhansen@yahoo.com
-Julie Lin,56,"Los Angeles, CA",Social worker,gzimmerman@gmail.com
-Melinda White,92,"Philadelphia, PA",Probation officer,pamela45@yahoo.com
-Elizabeth Daniel,95,"Dallas, TX",Sports coach,lauriegriffin@fletcher-garcia.com
-Stephanie Fuller,86,"San Antonio, TX",Heritage manager,benjamin88@gmail.com
-Peter Salinas,32,"Philadelphia, PA",Building control surveyor,charles57@martin-lane.com
-Michael Hart,83,"Dallas, TX",Purchasing manager,john23@hotmail.com
-Roger Oconnor,75,"Chicago, IL",Arts administrator,heather19@yahoo.com
-John Stanley,25,"San Jose, CA",Training and development officer,kyle24@gmail.com
-William Hatfield,39,"Los Angeles, CA",Adult guidance worker,ajohnson@hoover.net
-Brent Stout,72,"San Diego, CA",Fish farm manager,marcus27@richardson-jones.com
-Mitchell Jackson,66,"New York, NY",Quantity surveyor,nclark@hotmail.com
-Jake Davila,28,"San Diego, CA",Quality manager,victorcastro@yahoo.com
-Doris Hodge,72,"San Antonio, TX",Computer games developer,watersscott@hotmail.com
-Erica Harris,88,"San Diego, CA",Secondary school teacher,achurch@burton-mejia.com
-Joseph Hansen,59,"Dallas, TX",Medical secretary,olsenricardo@yahoo.com
-Barbara Stout,72,"San Jose, CA",Clinical biochemist,victoriabrewer@allen.com
-Sandra Gonzalez,73,"Chicago, IL","Engineer, maintenance",james02@snyder.com
-Matthew Jones,43,"Philadelphia, PA",Electronics engineer,craigperez@moore.biz
-Terry Nichols,93,"Philadelphia, PA",Outdoor activities/education manager,rogersnicole@chang-stanley.com
-James Berry,94,"San Jose, CA","Buyer, industrial",serranochristopher@harrison-williams.org
-Angela Sandoval,71,"Phoenix, AZ","Optician, dispensing",hurleyjennifer@williams.org
-John Hawkins,38,"San Antonio, TX","Programmer, systems",johnsondonna@miller.com
-Thomas Cooper,45,"San Antonio, TX",Advertising art director,gonzalezjeffrey@nelson-reynolds.com
-Olivia Owens,86,"San Diego, CA","Buyer, retail",robertsontyler@edwards-hansen.com
-Kelli Rodriguez,34,"Philadelphia, PA","Therapist, horticultural",tara21@gmail.com
-Jeanette Briggs,61,"Philadelphia, PA",Tourism officer,alexander42@jones.com
-Kimberly Perry,71,"Dallas, TX",Firefighter,conwaymichelle@duran.org
-Jorge Brandt,74,"Phoenix, AZ","Programmer, systems",veronicafigueroa@weber-johnson.com
-Brent Hayes,71,"New York, NY","Conservator, furniture",sgallagher@cook-marshall.net
-Julie Blake,99,"San Diego, CA",Colour technologist,chriswilson@hawkins.com
-David Jackson MD,33,"New York, NY",Arts administrator,melissa67@davila-johnson.com
-Anna Nunez,28,"Dallas, TX",Plant breeder/geneticist,lhernandez@rodriguez.org
-Caleb Adams,38,"San Diego, CA",Podiatrist,ugonzales@mitchell-lopez.info
-Morgan Haas,88,"San Jose, CA",Toxicologist,michael10@yahoo.com
-Emily Baker,22,"Phoenix, AZ",Equities trader,bherring@hotmail.com
-Madison Edwards,33,"Houston, TX",Field seismologist,shawn27@webb.com
-Edwin Conley,63,"San Jose, CA",Communications engineer,christinatapia@mendez-hughes.com
-Meredith Randall,57,"Los Angeles, CA",Exercise physiologist,andrewneal@yahoo.com
-George Ramos,95,"New York, NY",Energy engineer,charles02@hotmail.com
-Harry Watts,77,"San Diego, CA","Copywriter, advertising",david08@warner.com
-Lisa Lee,77,"Philadelphia, PA",Tourism officer,alishapratt@gmail.com
-John Watson,19,"Houston, TX",Chief Executive Officer,robynhernandez@gmail.com
-Joseph Sanchez,20,"Chicago, IL",Phytotherapist,allisonlauren@mcintyre.com
-Seth Young,18,"Chicago, IL",Economist,elizabethbrown@hall-heath.com
-Luis Gentry,55,"Houston, TX",Technical author,cpowers@williams.org
-Dawn Jones,39,"Dallas, TX","Designer, television/film set",amber85@jackson-lee.com
-David Davila,81,"Los Angeles, CA",Adult nurse,melissawilson@cantrell-reyes.org
-Amy Donaldson,49,"San Diego, CA",Computer games developer,abigailgomez@gmail.com
-Christine Burke,84,"Philadelphia, PA",Energy manager,obrown@smith-mckinney.org
-Krista Gordon,83,"Chicago, IL",Computer games developer,kelleynicole@grant.com
-Vanessa Gibson,67,"Chicago, IL",Armed forces operational officer,nicholasreid@wright-jones.com
-Wendy Palmer,47,"Houston, TX","Engineer, maintenance (IT)",ymeyer@hotmail.com
-Alicia Bass,86,"Houston, TX",Applications developer,joneslinda@adams-conley.com
-Jason Lyons,33,"Philadelphia, PA",Newspaper journalist,kimberlysharp@ballard.info
-Travis Cohen,98,"San Antonio, TX",Music tutor,drakejohn@castro.info
-Miss Regina Bullock,72,"Houston, TX",Fisheries officer,amymercer@hotmail.com
-Kevin Johnson,80,"San Antonio, TX",Futures trader,sampsonkimberly@hotmail.com
-Mark Bailey,66,"San Jose, CA","Programmer, applications",nanderson@west-barajas.com
-Dustin Clark,91,"Dallas, TX","Teacher, early years/pre",barrettjohn@miller.com
-Autumn Reed,29,"Phoenix, AZ",Ophthalmologist,hannah08@hotmail.com
diff --git a/examples/math/arcade_arithmetic/main.py b/examples/fastapi/arcade_example_fastapi/main.py
similarity index 55%
rename from examples/math/arcade_arithmetic/main.py
rename to examples/fastapi/arcade_example_fastapi/main.py
index 26c5966e..08f4e96c 100644
--- a/examples/math/arcade_arithmetic/main.py
+++ b/examples/fastapi/arcade_example_fastapi/main.py
@@ -1,12 +1,13 @@
-from arcade.actor.fastapi.actor import FastAPIActor
 from fastapi import FastAPI, HTTPException
-from pydantic import BaseModel
 from openai import AsyncOpenAI
+from pydantic import BaseModel
 
-from tools import arithmetic
+from arcade_arithmetic.tools import arithmetic
+from arcade_gmail.tools import gmail
 
+from arcade.actor.fastapi.actor import FastAPIActor
 
-client = AsyncOpenAI(base_url="http://localhost:6901")
+client = AsyncOpenAI(base_url="http://localhost:9099/v1")
 
 app = FastAPI()
 
@@ -15,6 +16,7 @@ actor.register_tool(arithmetic.add)
 actor.register_tool(arithmetic.multiply)
 actor.register_tool(arithmetic.divide)
 actor.register_tool(arithmetic.sqrt)
+actor.register_tool(gmail.get_emails)
 
 
 class ChatRequest(BaseModel):
@@ -22,24 +24,20 @@ class ChatRequest(BaseModel):
 
 
 @app.post("/chat")
-async def chat(request: ChatRequest):
+async def chat(request: ChatRequest, tool_choice: str = "execute"):
     try:
-        raw_response = await client.chat.completions.with_raw_response.create(
+        raw_response = await client.chat.completions.create(
             messages=[
                 {"role": "system", "content": "You are a helpful assistant."},
                 {"role": "user", "content": request.message},
             ],
             model="gpt-4o-mini",
             max_tokens=150,
-            tools=["add", "subtract", "multiply", "divide", "sqrt"],
-            tool_choice="execute",
+            # TODO tests for tool choice
+            tools=["Add", "Multiply", "Divide", "Sqrt", "GetEmails"],
+            tool_choice=tool_choice,
+            user="sam",
         )
-        chat_completion = raw_response.parse()
-
-        return {
-            "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"],
-        }
+        return raw_response.choices
     except Exception as e:
         raise HTTPException(status_code=500, detail=str(e))
diff --git a/examples/fastapi/poetry.lock b/examples/fastapi/poetry.lock
new file mode 100644
index 00000000..1a898e27
--- /dev/null
+++ b/examples/fastapi/poetry.lock
@@ -0,0 +1,1101 @@
+# 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]
+fastapi = ["fastapi (>=0.110.0,<0.111.0)"]
+flask = ["flask (>=3.0.3,<4.0.0)"]
+
+[package.source]
+type = "directory"
+url = "../../arcade"
+
+[[package]]
+name = "arcade-arithmetic"
+version = "0.1.0"
+description = "Arithmetic toolkit for Arcade"
+optional = false
+python-versions = "^3.10"
+files = []
+develop = true
+
+[package.dependencies]
+arcade-ai = {path = "../../arcade", develop = true}
+
+[package.source]
+type = "directory"
+url = "../../toolkits/math"
+
+[[package]]
+name = "arcade-gmail"
+version = "0.1.0"
+description = "LLM tools for interating with gmail"
+optional = false
+python-versions = "^3.10"
+files = []
+develop = true
+
+[package.dependencies]
+arcade-ai = "^0.1.0"
+google-api-core = "2.19.1"
+google-api-python-client = "2.137.0"
+google-auth = "2.32.0"
+google-auth-httplib2 = "0.2.0"
+google-auth-oauthlib = "1.2.1"
+googleapis-common-protos = "1.63.2"
+
+[package.source]
+type = "directory"
+url = "../../toolkits/gmail"
+
+[[package]]
+name = "cachetools"
+version = "5.4.0"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
+]
+
+[[package]]
+name = "certifi"
+version = "2024.7.4"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+]
+
+[[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"},
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+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
+
+[[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 = [
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+description = "Style preserving TOML library"
+optional = false
+python-versions = ">=3.7"
+files = [
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+name = "tqdm"
+version = "4.66.5"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
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+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"
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+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)"]
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+[[package]]
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+version = "4.12.2"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
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+version = "4.1.1"
+description = "Implementation of RFC 6570 URI Templates"
+optional = false
+python-versions = ">=3.6"
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+version = "2.2.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+]
+
+[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)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "2b4d72bc0026e52378d00b4d6ff6a6d0b95efc34cfd1acf2496fd64827baa378"
diff --git a/examples/fastapi/pyproject.toml b/examples/fastapi/pyproject.toml
new file mode 100644
index 00000000..22c09d10
--- /dev/null
+++ b/examples/fastapi/pyproject.toml
@@ -0,0 +1,16 @@
+[tool.poetry]
+name = "arcade_example_fastapi"
+version = "0.1.0"
+description = "FastAPI example app with Arcade"
+authors = ["Nate Barbettini <nate@arcade-ai.com>"]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+fastapi = "^0.112.0"
+arcade-ai = {path = "../../arcade", develop = true}
+arcade_arithmetic = {path = "../../toolkits/math", develop = true}
+arcade_gmail = {path = "../../toolkits/gmail", develop = true}
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/examples/apps/flask/arcade_example_flask/app.py b/examples/flask/arcade_example_flask/app.py
similarity index 97%
rename from examples/apps/flask/arcade_example_flask/app.py
rename to examples/flask/arcade_example_flask/app.py
index 086503df..938efeeb 100644
--- a/examples/apps/flask/arcade_example_flask/app.py
+++ b/examples/flask/arcade_example_flask/app.py
@@ -1,12 +1,12 @@
-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
 
+from arcade.actor.flask.actor import FlaskActor
 
-client = OpenAI(base_url="http://localhost:6901")
+client = OpenAI(base_url="http://localhost:9099")
 
 app = Flask(__name__)
 
diff --git a/examples/apps/flask/poetry.lock b/examples/flask/poetry.lock
similarity index 86%
rename from examples/apps/flask/poetry.lock
rename to examples/flask/poetry.lock
index 7f5c0bf5..2f6c2188 100644
--- a/examples/apps/flask/poetry.lock
+++ b/examples/flask/poetry.lock
@@ -59,7 +59,7 @@ flask = ["flask (>=3.0.3,<4.0.0)"]
 
 [package.source]
 type = "directory"
-url = "../../../arcade"
+url = "../../arcade"
 
 [[package]]
 name = "arcade-arithmetic"
@@ -75,7 +75,7 @@ fastapi = "^0.110.3"
 
 [package.source]
 type = "directory"
-url = "../../math"
+url = "../../toolkits/math"
 
 [[package]]
 name = "blinker"
@@ -395,6 +395,76 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
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+    {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"
@@ -501,23 +571,24 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.38.0"
+version = "1.40.6"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.38.0-py3-none-any.whl", hash = "sha256:a19ef052f1676320f52183ae6f9775da6d888fbe3aec57886117163c095d9f7c"},
-    {file = "openai-1.38.0.tar.gz", hash = "sha256:30fb324bf452ecb1194ca7dbc64566a4d7aa054c6a5da857937ede7d517a220b"},
+    {file = "openai-1.40.6-py3-none-any.whl", hash = "sha256:b36372124a779381a420a34dd96f762baa748b6bdfaf83a6b9f2745f72ccc1c5"},
+    {file = "openai-1.40.6.tar.gz", hash = "sha256:2239232bcb7f4bd4ce8e02544b5769618582411cf399816d96686d1b6c1e5c8d"},
 ]
 
 [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 = ">=4.7,<5"
+typing-extensions = ">=4.11,<5"
 
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
@@ -860,13 +931,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
 ]
 
 [package.dependencies]
@@ -947,4 +1018,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "e30a7148a2e918df33838b42cd4bc1afcb3943903d824a6a46080264b25d014d"
+content-hash = "834dbfa15390e7eb759b2c7e0045cdb67840623ab6148554612849d5eb188427"
diff --git a/examples/apps/flask/pyproject.toml b/examples/flask/pyproject.toml
similarity index 56%
rename from examples/apps/flask/pyproject.toml
rename to examples/flask/pyproject.toml
index f2556d27..fba7bdae 100644
--- a/examples/apps/flask/pyproject.toml
+++ b/examples/flask/pyproject.toml
@@ -1,18 +1,15 @@
 [tool.poetry]
 name = "arcade_example_flask"
 version = "0.1.0"
-description = "Flask example app"
+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-arithmetic = {path = "../../math", develop = true}
-
-[tool.poetry.dev-dependencies]
-pytest = "^7.4"
+arcade-ai = {path = "../../arcade", develop = true}
+arcade-arithmetic = {path = "../../toolkits/math", develop = true}
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/examples/gmail/poetry.lock b/examples/gmail/poetry.lock
deleted file mode 100644
index f1212b35..00000000
--- a/examples/gmail/poetry.lock
+++ /dev/null
@@ -1,547 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-
-[[package]]
-name = "arcade-ai"
-version = "0.1.0"
-description = ""
-optional = false
-python-versions = "*"
-files = []
-develop = true
-
-[package.source]
-type = "directory"
-url = "../../arcade"
-
-[[package]]
-name = "cachetools"
-version = "5.4.0"
-description = "Extensible memoizing collections and decorators"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[[package]]
-name = "certifi"
-version = "2024.7.4"
-description = "Python package for providing Mozilla's CA Bundle."
-optional = false
-python-versions = ">=3.6"
-files = [
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-
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diff --git a/examples/gmail/arcade_gmail/__init__.py b/toolkits/gmail/arcade_gmail/__init__.py
similarity index 100%
rename from examples/gmail/arcade_gmail/__init__.py
rename to toolkits/gmail/arcade_gmail/__init__.py
diff --git a/examples/gmail/arcade_gmail/tools/__init__.py b/toolkits/gmail/arcade_gmail/tools/__init__.py
similarity index 100%
rename from examples/gmail/arcade_gmail/tools/__init__.py
rename to toolkits/gmail/arcade_gmail/tools/__init__.py
diff --git a/examples/gmail/arcade_gmail/tools/gdrive.py b/toolkits/gmail/arcade_gmail/tools/gdrive.py
similarity index 100%
rename from examples/gmail/arcade_gmail/tools/gdrive.py
rename to toolkits/gmail/arcade_gmail/tools/gdrive.py
diff --git a/examples/gmail/arcade_gmail/tools/gmail.py b/toolkits/gmail/arcade_gmail/tools/gmail.py
similarity index 94%
rename from examples/gmail/arcade_gmail/tools/gmail.py
rename to toolkits/gmail/arcade_gmail/tools/gmail.py
index 78f14659..93bb1062 100644
--- a/examples/gmail/arcade_gmail/tools/gmail.py
+++ b/toolkits/gmail/arcade_gmail/tools/gmail.py
@@ -1,13 +1,13 @@
 import re
-
 from base64 import urlsafe_b64decode
-from arcade.core.schema import ToolContext
-from arcade.sdk.auth import OAuth2
-from bs4 import BeautifulSoup
-from google.oauth2.credentials import Credentials
-from googleapiclient.discovery import build
 from typing import Annotated
+
+from bs4 import BeautifulSoup
+from googleapiclient.discovery import build
+
+from arcade.core.schema import ToolContext
 from arcade.sdk import tool
+from arcade.sdk.auth import OAuth2
 
 
 @tool(
@@ -19,11 +19,11 @@ from arcade.sdk import tool
 async def get_emails(
     context: ToolContext,
     n_emails: Annotated[int, "Number of emails to read"] = 5,
-) -> dict:
+) -> dict[str, list[dict[str, str]]]:
     """Read emails from a Gmail account and extract plain text content, removing any HTML."""
 
     # Call the Gmail API
-    service = build("gmail", "v1", credentials=Credentials(context.authorization.token))
+    service = build("gmail", "v1", credentials=context.authorization.token)
 
     # Request a list of all the messages
     result = service.users().messages().list(userId="me").execute()
diff --git a/examples/gmail/pyproject.toml b/toolkits/gmail/pyproject.toml
similarity index 100%
rename from examples/gmail/pyproject.toml
rename to toolkits/gmail/pyproject.toml
diff --git a/examples/math/arcade_arithmetic/__init__.py b/toolkits/math/arcade_arithmetic/__init__.py
similarity index 100%
rename from examples/math/arcade_arithmetic/__init__.py
rename to toolkits/math/arcade_arithmetic/__init__.py
diff --git a/examples/math/arcade_arithmetic/tools/__init__.py b/toolkits/math/arcade_arithmetic/tools/__init__.py
similarity index 100%
rename from examples/math/arcade_arithmetic/tools/__init__.py
rename to toolkits/math/arcade_arithmetic/tools/__init__.py
diff --git a/examples/math/arcade_arithmetic/tools/arithmetic.py b/toolkits/math/arcade_arithmetic/tools/arithmetic.py
similarity index 100%
rename from examples/math/arcade_arithmetic/tools/arithmetic.py
rename to toolkits/math/arcade_arithmetic/tools/arithmetic.py
diff --git a/examples/math/pyproject.toml b/toolkits/math/pyproject.toml
similarity index 74%
rename from examples/math/pyproject.toml
rename to toolkits/math/pyproject.toml
index 295601ba..713920b4 100644
--- a/examples/math/pyproject.toml
+++ b/toolkits/math/pyproject.toml
@@ -1,13 +1,13 @@
 [tool.poetry]
 name = "arcade_arithmetic"
 version = "0.1.0"
-description = "Nate's testing package for Arcade"
+description = "Arithmetic toolkit for Arcade"
 authors = ["Nate <nate@arcade-ai.com>"]
 
 
 [tool.poetry.dependencies]
 python = "^3.10"
-fastapi = "^0.110.3"
+arcade-ai = {path = "../../arcade", develop = true}
 
 [tool.poetry.dev-dependencies]
 pytest = "^7.4"
diff --git a/examples/websearch/arcade_websearch/__init__.py b/toolkits/websearch/arcade_websearch/__init__.py
similarity index 100%
rename from examples/websearch/arcade_websearch/__init__.py
rename to toolkits/websearch/arcade_websearch/__init__.py
diff --git a/examples/websearch/arcade_websearch/tools/__init__.py b/toolkits/websearch/arcade_websearch/tools/__init__.py
similarity index 100%
rename from examples/websearch/arcade_websearch/tools/__init__.py
rename to toolkits/websearch/arcade_websearch/tools/__init__.py
diff --git a/examples/websearch/arcade_websearch/tools/google.py b/toolkits/websearch/arcade_websearch/tools/google.py
similarity index 100%
rename from examples/websearch/arcade_websearch/tools/google.py
rename to toolkits/websearch/arcade_websearch/tools/google.py
diff --git a/examples/websearch/pyproject.toml b/toolkits/websearch/pyproject.toml
similarity index 100%
rename from examples/websearch/pyproject.toml
rename to toolkits/websearch/pyproject.toml