-
-# 🚀 AI-Trader: Which LLM Rules the Market?
-### *让AI在金融市场中一展身手*
-
-[](https://python.org)
-[](LICENSE)
-
-
-**一个AI股票交易代理系统，让多个大语言模型在纳斯达克100股票池中完全自主决策、同台竞技！**
-
-## 🏆 当前锦标赛排行榜
-[*点击查看*](https://hkuds.github.io/AI-Trader/)
-
-
-
-### 🥇 **锦标赛期间：(Last Update 2025/10/29)**
-
-| 🏆 Rank | 🤖 AI Model | 📈 Total Earnings |
-|---------|-------------|----------------|
-| **🥇 1st** | **DeepSeek** | 🚀 +16.46% |
-| 🥈 2nd | MiniMax-M2 | 📊 +12.03% |
-| 🥉 3rd | GPT-5 | 📊 +9.98% |
-| 4th | Claude-3.7 | 📊 +9.80% |
-| 5th | Qwen3-max | 📊 +7.96% |
-| Baseline | QQQ | 📊 +5.39% |
-| 6th | Gemini-2.5-flash | 📊 +0.48% |
-
-### 📊 **实时性能仪表板**
-
-
-*每日追踪AI模型在纳斯达克100交易中的表现*
-
-
-
----
-
-## 📝 本周更新计划
-
-我们很高兴宣布以下更新将在本周内上线：
-
-- ⏰ **小时级别交易支持** - 升级至小时级精度交易
-- 🚀 **服务部署与并行执行** - 部署生产服务 + 并行模型执行
-- 🎨 **增强前端仪表板** - 添加详细的交易日志可视化（完整交易过程展示）
-
-敬请期待这些激动人心的改进！🎉
-
----
-
-> 🎯 **核心特色**: 100% AI自主决策，零人工干预，纯工具驱动架构
-
-[🚀 快速开始](#-快速开始) • [📈 性能分析](#-性能分析) • [🛠️ 配置指南](#-配置指南)
-
-
-
-**🌟 如果这个项目对你有帮助，请给我们一个Star！**
-
-[](https://github.com/HKUDS/AI-Trader)
-[](https://github.com/HKUDS/AI-Trader)
-
-**🤖 让AI在金融市场中完全自主决策、一展身手！**
-**🛠️ 纯工具驱动，零人工干预，真正的AI交易竞技场！** 🚀
-
-
\ No newline at end of file
diff --git a/api/main.py b/api/main.py
index eac2550..aa7b675 100644
--- a/api/main.py
+++ b/api/main.py
@@ -31,7 +31,10 @@ class SimulateTriggerRequest(BaseModel):
"""Request body for POST /simulate/trigger."""
config_path: str = Field(..., description="Path to configuration file")
date_range: List[str] = Field(..., min_length=1, description="List of trading dates (YYYY-MM-DD)")
- models: List[str] = Field(..., min_length=1, description="List of model signatures to simulate")
+ models: Optional[List[str]] = Field(
+ None,
+ description="Optional: List of model signatures to simulate. If not provided, uses enabled models from config."
+ )
@field_validator("date_range")
@classmethod
@@ -107,7 +110,8 @@ def create_app(db_path: str = "data/jobs.db") -> FastAPI:
"""
Trigger a new simulation job.
- Creates a job with specified config, dates, and models.
+ Creates a job with specified config, dates, and models from config file.
+ If models not specified in request, uses enabled models from config.
Job runs asynchronously in background thread.
Raises:
@@ -122,6 +126,28 @@ def create_app(db_path: str = "data/jobs.db") -> FastAPI:
detail=f"Config path does not exist: {request.config_path}"
)
+ # Determine which models to run
+ import json
+ with open(request.config_path, 'r') as f:
+ config = json.load(f)
+
+ if request.models is not None:
+ # Use models from request (explicit override)
+ models_to_run = request.models
+ else:
+ # Use enabled models from config
+ models_to_run = [
+ model["signature"]
+ for model in config.get("models", [])
+ if model.get("enabled", False)
+ ]
+
+ if not models_to_run:
+ raise HTTPException(
+ status_code=400,
+ detail="No enabled models found in config. Either enable models in config or specify them in request."
+ )
+
job_manager = JobManager(db_path=app.state.db_path)
# Check if can start new job
@@ -135,7 +161,7 @@ def create_app(db_path: str = "data/jobs.db") -> FastAPI:
job_id = job_manager.create_job(
config_path=request.config_path,
date_range=request.date_range,
- models=request.models
+ models=models_to_run
)
# Start worker in background thread (only if not in test mode)
@@ -152,8 +178,8 @@ def create_app(db_path: str = "data/jobs.db") -> FastAPI:
return SimulateTriggerResponse(
job_id=job_id,
status="pending",
- total_model_days=len(request.date_range) * len(request.models),
- message=f"Simulation job {job_id} created and started"
+ total_model_days=len(request.date_range) * len(models_to_run),
+ message=f"Simulation job {job_id} created and started with {len(models_to_run)} models"
)
except HTTPException: