TradingAgents/tradingagents/agents/utils/technical_indicators_tools.py

33 lines
1.5 KiB
Python

from langchain_core.tools import tool
from typing import Annotated
from tradingagents.dataflows.interface import route_to_vendor
@tool
def get_indicators(
symbol: Annotated[str, "ticker symbol of the company"],
indicator: Annotated[str, "technical indicator to get the analysis and report of"],
curr_date: Annotated[str, "The current trading date you are trading on, YYYY-mm-dd"],
look_back_days: Annotated[int, "how many days to look back"] = 30,
) -> str:
"""
Retrieve a single technical indicator for a given ticker symbol.
Uses the configured technical_indicators vendor.
Args:
symbol (str): Ticker symbol of the company, e.g. AAPL, TSM
indicator (str): A single technical indicator name, e.g. 'rsi', 'macd'. Call this tool once per indicator. Comma-separated input is also supported.
curr_date (str): The current trading date you are trading on, YYYY-mm-dd
look_back_days (int): How many days to look back, default is 30
Returns:
str: A formatted dataframe containing the technical indicators for the specified ticker symbol and indicator.
"""
# LLMs sometimes pass multiple indicators as a comma-separated string;
# split and process each individually.
indicators = [i.strip().lower() for i in indicator.split(",") if i.strip()]
results = []
for ind in indicators:
try:
results.append(route_to_vendor("get_indicators", symbol, ind, curr_date, look_back_days))
except ValueError as e:
results.append(str(e))
return "\n\n".join(results)