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langchain/libs/community/langchain_community/tools/polygon/financials.py

39 lines
1.2 KiB
Python

from typing import Optional, Type
from langchain_core.callbacks import CallbackManagerForToolRun
from langchain_core.pydantic_v1 import BaseModel
from langchain_core.tools import BaseTool
from langchain_community.utilities.polygon import PolygonAPIWrapper
class Inputs(BaseModel):
"""Inputs for Polygon's Financials API"""
query: str
class PolygonFinancials(BaseTool):
"""Tool that gets the financials of a ticker from Polygon"""
mode: str = "get_financials"
name: str = "polygon_financials"
description: str = (
"A wrapper around Polygon's Stock Financials API. "
"This tool is useful for fetching fundamental financials from "
"balance sheets, income statements, and cash flow statements "
"for a stock ticker. The input should be the ticker that you want "
"to get the latest fundamental financial data for."
)
args_schema: Type[BaseModel] = Inputs
api_wrapper: PolygonAPIWrapper
def _run(
self,
query: str,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> str:
"""Use the Polygon API tool."""
return self.api_wrapper.run(self.mode, ticker=query)