feat: 初始化基于国产开源大模型的AI Scientist自进化科研发现引擎工程

run_paper_example.py

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+import json
+import os
+import sys
+from pathlib import Path
+
+# 添加根目录到 path
+root_dir = Path(__file__).resolve().parent
+if str(root_dir) not in sys.path:
+    sys.path.insert(0, str(root_dir))
+
+from src.agent.engine import AIScientistEngine
+from src.config import Config
+
+def main():
+    print("=" * 60)
+    print("🚀 启动 AI Scientist 端到端论文与研究计划生成实例")
+    print("=" * 60)
+
+    problem_statement = "利用 SDSS DR18 光学测光与脉冲星计时数据，探索致密双星系统 J0740+6620 中自转周期的微小突变（Glitch）与伴星物质吸积及磁场衰减的耦合机制。"
+    
+    engine = AIScientistEngine()
+    
+    print(f"\n[任务目标]: {problem_statement}\n")
+    
+    final_report = None
+    for step in engine.run_discovery_flow(problem_statement, category="astro-ph"):
+        stage = step.get("stage")
+        msg = step.get("msg")
+        status = step.get("status")
+        
+        if status == "running":
+            print(f"⏳ [{stage}] {msg}")
+        elif status == "completed":
+            print(f"✅ [{stage}] {msg}")
+            if "report_md" in step:
+                final_report = step["report_md"]
+        elif status == "round_complete":
+            rev = step.get("review", {})
+            print(f"🔍 [{stage}] 第 {step.get('round')} 轮审查得分: {rev.get('total_score')}/50 | 裁决: {rev.get('decision')}")
+
+    print("\n" + "=" * 60)
+    print("🎉 生成完毕！论文研究计划报告已成功保存至 outputs 目录。")
+    print("=" * 60)
+
+if __name__ == "__main__":
+    main()