116 lines
3.5 KiB
Python
116 lines
3.5 KiB
Python
|
import inspect
|
||
|
|
import traceback
|
||
|
|
from copy import deepcopy
|
||
|
|
from pprint import pformat
|
||
|
|
from types import GenericAlias
|
||
|
|
from typing import get_origin, Annotated
|
||
|
|
|
||
|
|
_TOOL_HOOKS = {}
|
||
|
|
_TOOL_DESCRIPTIONS = {}
|
||
|
|
|
||
|
|
|
||
|
|
def register_tool(func: callable):
|
||
|
|
tool_name = func.__name__
|
||
|
|
tool_description = inspect.getdoc(func).strip()
|
||
|
|
python_params = inspect.signature(func).parameters
|
||
|
|
tool_params = []
|
||
|
|
for name, param in python_params.items():
|
||
|
|
annotation = param.annotation
|
||
|
|
if annotation is inspect.Parameter.empty:
|
||
|
|
raise TypeError(f"Parameter `{name}` missing type annotation")
|
||
|
|
if get_origin(annotation) != Annotated:
|
||
|
|
raise TypeError(f"Annotation type for `{name}` must be typing.Annotated")
|
||
|
|
|
||
|
|
typ, (description, required) = annotation.__origin__, annotation.__metadata__
|
||
|
|
typ: str = str(typ) if isinstance(typ, GenericAlias) else typ.__name__
|
||
|
|
if not isinstance(description, str):
|
||
|
|
raise TypeError(f"Description for `{name}` must be a string")
|
||
|
|
if not isinstance(required, bool):
|
||
|
|
raise TypeError(f"Required for `{name}` must be a bool")
|
||
|
|
|
||
|
|
tool_params.append({
|
||
|
|
"name": name,
|
||
|
|
"description": description,
|
||
|
|
"type": typ,
|
||
|
|
"required": required
|
||
|
|
})
|
||
|
|
tool_def = {
|
||
|
|
"name": tool_name,
|
||
|
|
"description": tool_description,
|
||
|
|
"params": tool_params
|
||
|
|
}
|
||
|
|
|
||
|
|
print("[registered tool] " + pformat(tool_def))
|
||
|
|
_TOOL_HOOKS[tool_name] = func
|
||
|
|
_TOOL_DESCRIPTIONS[tool_name] = tool_def
|
||
|
|
|
||
|
|
return func
|
||
|
|
|
||
|
|
|
||
|
|
def dispatch_tool(tool_name: str, tool_params: dict) -> str:
|
||
|
|
if tool_name not in _TOOL_HOOKS:
|
||
|
|
return f"Tool `{tool_name}` not found. Please use a provided tool."
|
||
|
|
tool_call = _TOOL_HOOKS[tool_name]
|
||
|
|
try:
|
||
|
|
ret = tool_call(**tool_params)
|
||
|
|
except:
|
||
|
|
ret = traceback.format_exc()
|
||
|
|
return str(ret)
|
||
|
|
|
||
|
|
|
||
|
|
def get_tools() -> dict:
|
||
|
|
return deepcopy(_TOOL_DESCRIPTIONS)
|
||
|
|
|
||
|
|
|
||
|
|
# Tool Definitions
|
||
|
|
|
||
|
|
@register_tool
|
||
|
|
def random_number_generator(
|
||
|
|
seed: Annotated[int, 'The random seed used by the generator', True],
|
||
|
|
range: Annotated[tuple[int, int], 'The range of the generated numbers', True],
|
||
|
|
) -> int:
|
||
|
|
"""
|
||
|
|
Generates a random number x, s.t. range[0] <= x < range[1]
|
||
|
|
"""
|
||
|
|
if not isinstance(seed, int):
|
||
|
|
raise TypeError("Seed must be an integer")
|
||
|
|
if not isinstance(range, tuple):
|
||
|
|
raise TypeError("Range must be a tuple")
|
||
|
|
if not isinstance(range[0], int) or not isinstance(range[1], int):
|
||
|
|
raise TypeError("Range must be a tuple of integers")
|
||
|
|
|
||
|
|
import random
|
||
|
|
return random.Random(seed).randint(*range)
|
||
|
|
|
||
|
|
|
||
|
|
@register_tool
|
||
|
|
def get_weather(
|
||
|
|
city_name: Annotated[str, 'The name of the city to be queried', True],
|
||
|
|
) -> str:
|
||
|
|
"""
|
||
|
|
Get the current weather for `city_name`
|
||
|
|
"""
|
||
|
|
|
||
|
|
if not isinstance(city_name, str):
|
||
|
|
raise TypeError("City name must be a string")
|
||
|
|
|
||
|
|
key_selection = {
|
||
|
|
"current_condition": ["temp_C", "FeelsLikeC", "humidity", "weatherDesc", "observation_time"],
|
||
|
|
}
|
||
|
|
import requests
|
||
|
|
try:
|
||
|
|
resp = requests.get(f"https://wttr.in/{city_name}?format=j1")
|
||
|
|
resp.raise_for_status()
|
||
|
|
resp = resp.json()
|
||
|
|
ret = {k: {_v: resp[k][0][_v] for _v in v} for k, v in key_selection.items()}
|
||
|
|
except:
|
||
|
|
import traceback
|
||
|
|
ret = "Error encountered while fetching weather data!\n" + traceback.format_exc()
|
||
|
|
|
||
|
|
return str(ret)
|
||
|
|
|
||
|
|
|
||
|
|
if __name__ == "__main__":
|
||
|
|
print(dispatch_tool("get_weather", {"city_name": "beijing"}))
|
||
|
|
print(get_tools())
|