merge upstream main into crypto-analysis-mvp

This commit is contained in:
CadeYu committed 2026-04-18 21:07:54 +08:00
commit 99ec63f966
52 files changed
+1170 -669

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+13 -8
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@@ -1,16 +1,21 @@
from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
import time
import json
from tradingagents.agents.utils.agent_utils import get_news, get_global_news
from tradingagents.agents.utils.agent_utils import (
build_instrument_context,
get_global_news,
get_language_instruction,
get_news,
)
from tradingagents.dataflows.config import get_config
def create_news_analyst(llm):
def news_analyst_node(state):
current_date = state["trade_date"]
ticker = state["company_of_interest"]
asset_type = state.get("asset_type", "stock")
asset_label = "company" if asset_type == "stock" else "asset"
instrument_context = build_instrument_context(
state["company_of_interest"], asset_type
)
tools = [
get_news,
@@ -18,8 +23,9 @@ def create_news_analyst(llm):
]
system_message = (
f"You are a news researcher tasked with analyzing recent news and trends over the past week. Please write a comprehensive report of the current state of the world that is relevant for trading and macroeconomics. Use the available tools: get_news(query, start_date, end_date) for {asset_label}-specific or targeted news searches, and get_global_news(curr_date, look_back_days, limit) for broader macroeconomic news. Do not simply state the trends are mixed, provide detailed and finegrained analysis and insights that may help traders make decisions."
f"You are a news researcher tasked with analyzing recent news and trends over the past week. Please write a comprehensive report of the current state of the world that is relevant for trading and macroeconomics. Use the available tools: get_news(query, start_date, end_date) for {asset_label}-specific or targeted news searches, and get_global_news(curr_date, look_back_days, limit) for broader macroeconomic news. Provide specific, actionable insights with supporting evidence to help traders make informed decisions."
+ """ Make sure to append a Markdown table at the end of the report to organize key points in the report, organized and easy to read."""
+ get_language_instruction()
)
prompt = ChatPromptTemplate.from_messages(
@@ -33,7 +39,7 @@ def create_news_analyst(llm):
" If you or any other assistant has the FINAL TRANSACTION PROPOSAL: **BUY/HOLD/SELL** or deliverable,"
" prefix your response with FINAL TRANSACTION PROPOSAL: **BUY/HOLD/SELL** so the team knows to stop."
" You have access to the following tools: {tool_names}.\n{system_message}"
"For your reference, the current date is {current_date}. We are looking at the {asset_label} {ticker}",
"For your reference, the current date is {current_date}. {instrument_context}",
),
MessagesPlaceholder(variable_name="messages"),
]
@@ -42,8 +48,7 @@ def create_news_analyst(llm):
prompt = prompt.partial(system_message=system_message)
prompt = prompt.partial(tool_names=", ".join([tool.name for tool in tools]))
prompt = prompt.partial(current_date=current_date)
prompt = prompt.partial(ticker=ticker)
prompt = prompt.partial(asset_label=asset_label)
prompt = prompt.partial(instrument_context=instrument_context)
chain = prompt | llm.bind_tools(tools)
result = chain.invoke(state["messages"])