Initial commit of integrated agent system

env.template

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+# ================== General Configuration | 通用配置 ==================
+# List of stock ticker symbols to analyze (comma-separated) | 想要分析的股票代码列表（用逗号分隔）
+TICKERS=AAPL,MSFT,GOOGL,AMZN,NVDA,META,TSLA,AMD,NFLX,AVGO,PLTR,COIN
+
+# Financial Data API
+# At least FINANCIAL_DATASETS_API_KEY is required, corresponding to FIN_DATA_SOURCE=financial_datasets; It's recommended to add FINNHUB_API_KEY, corresponding to FIN_DATA_SOURCE=finnhub; FINNHUB_API_KEY is mandatory for live mode
+# 至少需要FINANCIAL_DATASETS_API_KEY，对应FIN_DATA_SOURCE=financial_datasets；推荐添加FINNHUB_API_KEY，对应FIN_DATA_SOURCE=finnhub；如果使用live模式必须添加FINNHUB_API_KEY
+
+# finnhub: https://finnhub.io/register
+# financial datasets: https://www.financialdatasets.ai/
+
+FIN_DATA_SOURCE =  # Preferred source: finnhub / financial_datasets / yfinance / local_csv | 首选数据源
+ENABLED_DATA_SOURCES =  # Optional allowlist, comma-separated, e.g. financial_datasets,finnhub,yfinance,local_csv | 可启用数据源列表
+FINANCIAL_DATASETS_API_KEY= #required | 必填
+FINNHUB_API_KEY= #optional | 可选
+POLYGON_API_KEY= #optional for market warehouse ingest | Polygon长期市场库采集可选
+MARKET_DB_PATH= #optional path for long-lived market_research.db | 长期市场数据库路径可选
+
+# Model API
+OPENAI_API_KEY=
+OPENAI_BASE_URL=
+MODEL_NAME=qwen3-max-preview
+OPENCLAW_CMD=
+OPENCLAW_CWD=
+OPENCLAW_TIMEOUT_SECONDS=15
+EXPLAIN_ENRICH_USE_LLM=false
+EXPLAIN_ENRICH_MODEL_PROVIDER=
+EXPLAIN_ENRICH_MODEL_NAME=
+EXPLAIN_RANGE_USE_LLM=
+
+#记忆模块（Embedding and llm calls for Reme memory)
+# default to use aliyun dashscope url, more details: https://help.aliyun.com/zh/model-studio/what-is-model-studio
+MEMORY_API_KEY=
+
+
+# ================== Agent-Specific Model Configuration | Agent特定模型配置 ==================
+# Configure different base models for different roles | 为不同角色配置不同的基座模型
+# If not configured, global MODEL_NAME and MODEL_PROVIDER will be used | 如果未配置，将使用全局MODEL_NAME和MODEL_PROVIDER
+#
+# Role List | 角色列表：
+# - SENTIMENT_ANALYST: Sentiment Analyst | 情绪分析师
+# - TECHNICAL_ANALYST: Technical Analyst | 技术分析师
+# - FUNDAMENTALS_ANALYST: Fundamentals Analyst | 基本面分析师
+# - VALUATION_ANALYST: Valuation Analyst | 估值分析师
+# - PORTFOLIO_MANAGER: Portfolio Manager | 投资组合经理
+# - RISK_MANAGER: Risk Manager | 风险管理经理
+
+AGENT_SENTIMENT_ANALYST_MODEL_NAME=deepseek-v3.2-exp
+AGENT_TECHNICAL_ANALYST_MODEL_NAME=glm-4.6
+AGENT_FUNDAMENTALS_ANALYST_MODEL_NAME=qwen3-max-preview
+AGENT_VALUATION_ANALYST_MODEL_NAME=Moonshot-Kimi-K2-Instruct
+AGENT_RISK_MANAGER_MODEL_NAME=qwen3-max-preview
+AGENT_PORTFOLIO_MANAGER_MODEL_NAME=qwen3-max-preview
+
+
+# ================== Advanced Configuration | 高阶配置 ==================
+
+# Maximum conference discussion cycles (default: 2) | 最大会议讨论轮数（默认：2）
+MAX_COMM_CYCLES=2
+
+# Margin Requirement | 保证金比例
+MARGIN_REQUIREMENT=0.5
+# 0.5 = Standard margin (recommended) | 标准保证金（推荐）
+# 0.25 = Maintenance margin (aggressive) | 维持保证金（激进）
+
+# Historical data start date
+DATA_START_DATE=2022-01-01
+# Auto update data on startup (true/false)
+AUTO_UPDATE_DATA=true