Files
TradingAgents/tradingagents/agents/utils/agent_utils.py
T
CadeYu a2f343bb54 Merge remote-tracking branch 'upstream/main' into crypto-analysis-mvp
# Conflicts:
#	cli/utils.py
#	tradingagents/agents/analysts/social_media_analyst.py
#	tradingagents/agents/researchers/bear_researcher.py
2026-05-11 16:41:09 +08:00

71 lines
2.4 KiB
Python

from langchain_core.messages import HumanMessage, RemoveMessage
# Import tools from separate utility files
from tradingagents.agents.utils.core_stock_tools import (
get_stock_data
)
from tradingagents.agents.utils.technical_indicators_tools import (
get_indicators
)
from tradingagents.agents.utils.fundamental_data_tools import (
get_fundamentals,
get_balance_sheet,
get_cashflow,
get_income_statement
)
from tradingagents.agents.utils.news_data_tools import (
get_news,
get_insider_transactions,
get_global_news
)
def get_language_instruction() -> str:
"""Return a prompt instruction for the configured output language.
Returns empty string when English (default), so no extra tokens are used.
Applied to every agent whose output reaches the saved report —
analysts, researchers, debaters, research manager, trader, and
portfolio manager — so a non-English run produces a fully localized
report rather than a mix of languages.
"""
from tradingagents.dataflows.config import get_config
lang = get_config().get("output_language", "English")
if lang.strip().lower() == "english":
return ""
return f" Write your entire response in {lang}."
def build_instrument_context(ticker: str, asset_type: str = "stock") -> str:
"""Describe the exact instrument so agents preserve exchange-qualified tickers."""
instrument_label = "asset" if asset_type == "crypto" else "instrument"
extra_hint = (
" Treat it as a crypto asset rather than a company, and do not assume company fundamentals are available."
if asset_type == "crypto"
else ""
)
return (
f"The {instrument_label} to analyze is `{ticker}`. "
"Use this exact ticker in every tool call, report, and recommendation, "
"preserving any exchange suffix (e.g. `.TO`, `.L`, `.HK`, `.T`, `-USD`)."
+ extra_hint
)
def create_msg_delete():
def delete_messages(state):
"""Clear messages and add placeholder for Anthropic compatibility"""
messages = state["messages"]
# Remove all messages
removal_operations = [RemoveMessage(id=m.id) for m in messages]
# Add a minimal placeholder message
placeholder = HumanMessage(content="Continue")
return {"messages": removal_operations + [placeholder]}
return delete_messages