AAPL 最近股价走势和基本面分析
已为你完成苹果(AAPL)的多维度分析。核心结论:偏多,置信度 72%
runId 7f3c8e session chat-2026... duration 12.4s events 12 tokens 3,847 ● completed
Agent Workflow Graph
理解意图 0.4s 规划策略 0.6s · 5 steps 检索证据 4.2s 行情分析师 · 1.2s 新闻分析师 · 2.1s 基本面 · 3.4s 技术面 · 2.0s 风险 · 0.8s 整合 · 0.4s
timestamp event summary dur
14:32:01.236 THINK stage=understand_request result="已识别 AAPL" 0.2s
{ "stage": "langgraph_understand_request_done", "result": { "intent": "company", "ticker": "AAPL", "confidence": 0.95 } }
14:32:01.882 PLAN step_count=5 agents=["price","news","fundamental","technical","risk"] 0.6s
14:32:02.501 TOOL▶ name="yfinance.get_kline" ticker="AAPL"
14:32:03.198 TOOL■ name="yfinance.get_kline" rows=30 source="yfinance" 0.7s
14:32:04.812 DATA 📊 finnhub: news_query (AAPL) ✓ [1.6s] 47 条命中 1.6s
14:32:05.604 AGT▶ agent="price_agent" step="分析价格趋势"
14:32:06.840 AGT■ agent="price_agent" confidence=0.88 1.2s
14:32:08.103 LLM▶ model="claude-4.5-sonnet" tokens_in=2,184
14:32:11.928 LLM■ tokens_out=1,663 finish_reason="stop" 3.8s
14:32:13.621 DONE report.length=1832 citations=12 intent="report" 12.4s