daily_stock_analysisModel43/100 via “multi-source stock data aggregation with tiered failover”
LLM驱动的 A/H/美股智能分析器:多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送,零成本定时运行,纯白嫖. LLM-powered stock analysis system for A/H/US markets.
Unique: Implements a 7-tier provider priority system with automatic circuit-breaker failover rather than simple round-robin or single-provider approaches; EFinance (Priority 0) is free and near real-time, eliminating the need for paid APIs for basic analysis. The system validates data quality and latency at each tier before falling back, ensuring analysis uses the freshest available data.
vs others: Outperforms single-provider solutions (e.g., yfinance-only) by guaranteeing data availability across market disruptions; more cost-effective than commercial data APIs (Bloomberg, FactSet) by leveraging free Chinese data sources (AkShare, Tushare) as primary tiers.