将literature改名为paper

device.html

@@ -743,7 +743,7 @@
             <div class="navbar-menu-item" onclick="window.location.href='lab.html'">Project</div>
             <div class="navbar-menu-item active">Device</div>
             <div class="navbar-menu-item" onclick="window.location.href='reports.html'">Reports</div>
-            <div class="navbar-menu-item" onclick="window.location.href='literature.html'">Literature</div>
+            <div class="navbar-menu-item" onclick="window.location.href='paper.html'">Paper</div>
         </div>
         <div class="navbar-right">
             <a href="https://beta.obscura.work/lab/device-register.html" target="_blank" class="btn btn-primary">

lab.html

@@ -747,7 +747,7 @@
             <div class="navbar-menu-item active">Project</div>
             <div class="navbar-menu-item" onclick="window.open('device.html', '_blank')">Device</div>
             <div class="navbar-menu-item" onclick="window.open('reports.html', '_blank')">Reports</div>
-            <div class="navbar-menu-item" onclick="window.open('literature.html', '_blank')">Literature</div>
+            <div class="navbar-menu-item" onclick="window.open('Paper.html', '_blank')">Paper</div>
         </div>
         <div class="navbar-right">
             <a href="https://beta.obscura.work/lab/device-register.html" target="_blank" class="btn btn-primary">
@@ -908,9 +908,9 @@
                                 <i class="bi bi-journal-text"></i>
                                 <span>Memo</span>
                             </div>
-                            <div class="sidebar-item" onclick="event.preventDefault(); window.open('https://beta.obscura.work/lab/literature.html?projectId=' + currentProjectId, '_blank')">
+                            <div class="sidebar-item" onclick="event.preventDefault(); window.open('https://beta.obscura.work/lab/Paper.html?projectId=' + currentProjectId, '_blank')">
                                 <i class="bi bi-book"></i>
-                                <span>Literature</span>
+                                <span>Paper</span>
                             </div>
                             <div class="sidebar-item" onclick="downloadProjectReport(currentProjectId)">
                                 <i class="bi bi-file-earmark-text"></i>
@@ -2827,7 +2827,7 @@
                 `;
                 document.body.appendChild(loadingToast);
 
-                let projectResult, literatureResult;
+                let projectResult, paperResult;
                 
                 
                 // 3. Generate new project report
@@ -2843,24 +2843,24 @@
                 
                 projectResult = await analyzeResponse.json();
 
-                // 2. Get literature analysis report
-                const literatureReportResponse = await fetch(`${API_BASE_URL}/references/${projectId}/summary_report`, {
+                // 2. Get paper analysis report
+                const paperReportResponse = await fetch(`${API_BASE_URL}/references/${projectId}/summary_report`, {
                     headers: {
                         'Authorization': `Bearer ${token}`
                     }
                 });
 
-                if (literatureReportResponse.status === 404 || !literatureReportResponse.ok) {
-                    console.log('No saved literature analysis report found, generating new report...');
-                    const literatureAnalyzeResponse = await fetch(`${API_BASE_URL}/references/${projectId}/analyze_report`, {
+                if (paperReportResponse.status === 404 || !paperReportResponse.ok) {
+                    console.log('No saved paper analysis report found, generating new report...');
+                    const paperAnalyzeResponse = await fetch(`${API_BASE_URL}/references/${projectId}/analyze_report`, {
                         headers: {
                             'Authorization': `Bearer ${token}`
                         }
                     });
 
-                    if (!literatureAnalyzeResponse.ok) {
-                        console.log('Failed to generate literature analysis report, will only include project report');
-                        literatureResult = null;
+                    if (!paperAnalyzeResponse.ok) {
+                        console.log('Failed to generate paper analysis report, will only include project report');
+                        paperResult = null;
                     } else {
                         // Re-fetch generated report
                         const newReportResponse = await fetch(`${API_BASE_URL}/references/${projectId}/summary_report`, {
@@ -2870,17 +2870,17 @@
                         });
                         
                         if (newReportResponse.ok) {
-                            literatureResult = await newReportResponse.json();
+                            paperResult = await newReportResponse.json();
                         }
                     }
                 } else {
-                    literatureResult = await literatureReportResponse.json();
+                    paperResult = await paperReportResponse.json();
                 }
 
                 // 3. Merge reports
                 const combinedReport = {
                     project_report: projectResult,
-                    literature_analysis: literatureResult || "No literature analysis report found"
+                    paper_analysis: paperResult || "No analysis report found"
                 };
 
                 // 4. Remove loading prompt

main.py

@@ -1335,132 +1335,6 @@ async def complete_experiment(
         print(f"Error completing experiment: {str(e)}")
         raise HTTPException(status_code=500, detail=f"Failed to complete experiment: {str(e)}")
 
-@app.get("/lab/experiments/{experiment_id}/analyze")
-async def analyze_data(
-    experiment_id: str,
-    current_user: UserModel = Depends(get_current_user)
-):
-    """分析实验数据"""
-    db = await get_database()
-    redis = await get_redis()
-    
-    try:
-        sessions = []
-        total_points = 0
-        total_duration = 0
-        devices_set = set()
-        sensors_count = 0
-        
-        async for session in db.experiment_sessions.find({
-            "experiment_id": ObjectId(experiment_id)
-        }):
-            # 计算会话持续时间
-            end_time = session.get("end_time") or datetime.now(timezone.utc)
-            duration = (end_time - session["start_time"]).total_seconds()
-            total_duration += duration
-            
-            # 转换时间戳为毫秒
-            start_ms = int(session["start_time"].timestamp() * 1000)
-            end_ms = int(end_time.timestamp() * 1000)
-            
-            # 统计设备和传感器数量
-            session_devices = session.get("devices", [])
-            for device in session_devices:
-                devices_set.add(device["serial_number"])
-                sensors_count += len(device.get("sensors", []))
-            
-            # 获取会话数据点数
-            session_points = 0
-            for device in session_devices:
-                stream_key = f"experiment:{experiment_id}:{device['serial_number']}"
-                await redis.select(200)
-                
-                # 使用 xrange 获取指定时间范围内的数据
-                data_points = await redis.xrange(
-                    stream_key,
-                    min=str(start_ms),
-                    max=str(end_ms)
-                )
-                # 计算数据点数量
-                points = len(data_points)
-                session_points += points
-            
-            # 累加到总数据点
-            total_points += session_points
-            
-            sessions.append({
-                "session_id": str(session["_id"]),
-                "duration": duration,
-                "data_points": session_points
-            })
-        
-        if not sessions:
-            raise HTTPException(status_code=404, detail="没有找到实验会话数据")
-            
-        # 准备分析数据
-        experiment_info = { 
-            "total_sessions": len(sessions),
-            "total_duration": total_duration,
-            "total_points": total_points,
-            "device_stats": {
-                "total_devices": len(devices_set),
-                "total_sensors": sensors_count
-            },
-            "sessions": sessions
-        }
-    
-        # 发送统计数据进行分析
-        analysis_result = await analyze_experiment_data(experiment_info)
-        
-        if not analysis_result:
-            raise HTTPException(status_code=500, detail="生成分析报告失败")
-        
-        # 保存分析结果到db201
-        await redis.select(201)
-        report_key = f"experiment_report:{experiment_id}"
-        await redis.set(report_key, json.dumps(analysis_result))
-        
-        return analysis_result
-        
-    except Exception as e:
-        print(f"Error analyzing experiment data: {str(e)}")
-        raise HTTPException(status_code=500, detail=str(e))
-    finally:
-        try:
-            await redis.aclose()
-        except Exception as e:
-            print(f"Error closing Redis connection: {e}")
-
-@app.get("/lab/experiments/{experiment_id}/report")
-async def get_saved_report(
-    experiment_id: str,
-    current_user: UserModel = Depends(get_current_user)
-):
-    """从 Redis db201 读取已保存的实验报告"""
-    redis = await get_redis()
-    
-    try:
-        # 选择 db201
-        await redis.select(201)
-        report_key = f"experiment_report:{experiment_id}"
-        
-        # 获取已保存的报告
-        existing_report = await redis.get(report_key)
-        
-        if not existing_report:
-            raise HTTPException(status_code=404, detail="No saved experiment report found")
-        
-        # 返回报告
-        return json.loads(existing_report)
-        
-    except Exception as e:
-        print(f"Error getting experiment report: {e}")
-        raise HTTPException(status_code=500, detail=str(e))
-    finally:
-        try:
-            await redis.aclose()
-        except Exception as e:
-            print(f"Error closing Redis connection: {e}")
 
 # 修改进入实验的路由，添加状态检查
 @app.get("/lab/experiments/{experiment_id}")
@@ -1650,14 +1524,322 @@ async def analyze_project_data(project_data):
         return None
 
 
+# 创建线程池
+exppro_analysis_thread_pool = ThreadPoolExecutor(max_workers=3)
+
+@app.get("/lab/experiments/{experiment_id}/analyze")
+async def analyze_data(
+    experiment_id: str,
+    current_user: UserModel = Depends(get_current_user)
+):
+    """启动实验数据分析"""
+    db = await get_database()
+    redis = await get_redis()
+    
+    try:
+        # 检查是否已经有正在进行的分析任务
+        await redis.select(201)
+        status_key = f"experiment_analysis_status:{experiment_id}"
+        current_status = await redis.get(status_key)
+        
+        if current_status:
+            status_data = json.loads(current_status)
+            if status_data.get("status") == "processing":
+                return {
+                    "message": "实验分析任务正在进行中",
+                    "status": "processing",
+                    "experiment_id": experiment_id,
+                    "start_time": status_data.get("start_time")
+                }
+        
+        # 记录分析开始状态
+        status_data = {
+            "status": "processing",
+            "start_time": datetime.now(timezone.utc).isoformat()
+        }
+        await redis.set(status_key, json.dumps(status_data))
+
+        # 在新线程中运行分析任务
+        exppro_analysis_thread_pool.submit(
+            run_experiment_analysis_in_thread, 
+            experiment_id
+        )
+        
+        return {
+            "message": "实验分析任务已启动",
+            "status": "processing",
+            "experiment_id": experiment_id,
+            "start_time": status_data["start_time"]
+        }
+        
+    except Exception as e:
+        print(f"Error starting experiment analysis: {str(e)}")
+        raise HTTPException(status_code=500, detail=str(e))
+    finally:
+        try:
+            await redis.aclose()
+        except Exception as e:
+            print(f"Error closing Redis connection: {e}")
+
+def run_experiment_analysis_in_thread(experiment_id: str):
+    """在独立线程中运行实验分析任务"""
+    loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
+    
+    try:
+        loop.run_until_complete(
+            process_experiment_analysis(experiment_id)
+        )
+    except Exception as e:
+        print(f"Error in analysis thread: {str(e)}")
+    finally:
+        loop.close()
+async def process_experiment_analysis(experiment_id: str):
+    """后台处理实验分析任务"""
+    db = await get_database()
+    redis = await get_redis()
+    
+    try:
+        sessions = []
+        total_points = 0
+        total_duration = 0
+        devices_set = set()
+        sensors_count = 0
+        
+        async for session in db.experiment_sessions.find({
+            "experiment_id": ObjectId(experiment_id)
+        }):
+            # 计算会话持续时间
+            end_time = session.get("end_time") or datetime.now(timezone.utc)
+            duration = (end_time - session["start_time"]).total_seconds()
+            total_duration += duration
+            
+            # 转换时间戳为毫秒
+            start_ms = int(session["start_time"].timestamp() * 1000)
+            end_ms = int(end_time.timestamp() * 1000)
+            
+            # 统计设备和传感器数量
+            session_devices = session.get("devices", [])
+            for device in session_devices:
+                devices_set.add(device["serial_number"])
+                sensors_count += len(device.get("sensors", []))
+            
+            # 获取会话数据点数
+            session_points = 0
+            for device in session_devices:
+                stream_key = f"experiment:{experiment_id}:{device['serial_number']}"
+                await redis.select(200)
+                
+                # 使用 xrange 获取指定时间范围内的数据
+                data_points = await redis.xrange(
+                    stream_key,
+                    min=str(start_ms),
+                    max=str(end_ms)
+                )
+                # 计算数据点数量
+                points = len(data_points)
+                session_points += points
+            
+            # 累加到总数据点
+            total_points += session_points
+            
+            sessions.append({
+                "session_id": str(session["_id"]),
+                "duration": duration,
+                "data_points": session_points
+            })
+        
+        if not sessions:
+            raise HTTPException(status_code=404, detail="没有找到实验会话数据")
+        
+        experiment_info = {
+            "total_sessions": len(sessions),
+            "total_duration": total_duration,
+            "total_points": total_points,
+            "device_stats": {
+                "total_devices": len(devices_set),
+                "total_sensors": sensors_count
+            },
+            "sessions": sessions
+        }
+        
+        # 执行分析
+        analysis_result = await analyze_experiment_data(experiment_info)
+        
+        if analysis_result:
+            # 保存分析结果
+            await redis.select(201)
+            report_key = f"experiment_report:{experiment_id}"
+            await redis.set(report_key, json.dumps(analysis_result))
+            
+            # 更新状态为完成
+            status_key = f"experiment_analysis_status:{experiment_id}"
+            status_data = {
+                "status": "completed",
+                "completion_time": datetime.now(timezone.utc).isoformat()
+            }
+            await redis.set(status_key, json.dumps(status_data))
+        else:
+            # 更新失败状态
+            status_data = {
+                "status": "failed",
+                "error": "Failed to generate analysis result",
+                "completion_time": datetime.now(timezone.utc).isoformat()
+            }
+            await redis.set(status_key, json.dumps(status_data))
+            
+    except Exception as e:
+        print(f"Error in background experiment analysis: {str(e)}")
+        try:
+            await redis.select(201)
+            status_key = f"experiment_analysis_status:{experiment_id}"
+            status_data = {
+                "status": "failed",
+                "error": str(e),
+                "completion_time": datetime.now(timezone.utc).isoformat()
+            }
+            await redis.set(status_key, json.dumps(status_data))
+        except Exception as redis_error:
+            print(f"Error updating Redis status: {redis_error}")
+    finally:
+        try:
+            await redis.aclose()
+        except Exception as e:
+            print(f"Error closing Redis connection: {e}")
+
+@app.get("/lab/experiments/{experiment_id}/analysis_status")
+async def get_experiment_analysis_status(
+    experiment_id: str,
+    current_user: UserModel = Depends(get_current_user)
+):
+    """获取实验分析任务的状态"""
+    redis = await get_redis()
+    
+    try:
+        await redis.select(201)
+        status_key = f"experiment_analysis_status:{experiment_id}"
+        status_data = await redis.get(status_key)
+        
+        if not status_data:
+            return {
+                "status": "not_started",
+                "experiment_id": experiment_id
+            }
+            
+        return json.loads(status_data)
+        
+    except Exception as e:
+        print(f"Error getting analysis status: {str(e)}")
+        raise HTTPException(status_code=500, detail=str(e))
+    finally:
+        try:
+            await redis.aclose()
+        except Exception as e:
+            print(f"Error closing Redis connection: {e}")
+
+@app.get("/lab/experiments/{experiment_id}/report")
+async def get_saved_report(
+    experiment_id: str,
+    current_user: UserModel = Depends(get_current_user)
+):
+    """从 Redis db201 读取已保存的实验报告"""
+    redis = await get_redis()
+    
+    try:
+        # 选择 db201
+        await redis.select(201)
+        report_key = f"experiment_report:{experiment_id}"
+        
+        # 获取已保存的报告
+        existing_report = await redis.get(report_key)
+        
+        if not existing_report:
+            raise HTTPException(status_code=404, detail="No saved experiment report found")
+        
+        # 返回报告
+        return json.loads(existing_report)
+        
+    except Exception as e:
+        print(f"Error getting experiment report: {e}")
+        raise HTTPException(status_code=500, detail=str(e))
+    finally:
+        try:
+            await redis.aclose()
+        except Exception as e:
+            print(f"Error closing Redis connection: {e}")
 
 
+# 项目分析的异步实现类似：
 @app.get("/lab/projects/{project_id}/analyze")
 async def analyze_project_data_endpoint(
     project_id: str,
     current_user: UserModel = Depends(get_current_user)
 ):
-    """分析项目数据"""
+    """启动项目数据分析"""
+    db = await get_database()
+    redis = await get_redis()
+    
+    try:
+        # 检查是否已经有正在进行的分析任务
+        await redis.select(202)
+        status_key = f"project_analysis_status:{project_id}"
+        current_status = await redis.get(status_key)
+        
+        if current_status:
+            status_data = json.loads(current_status)
+            if status_data.get("status") == "processing":
+                return {
+                    "message": "项目分析任务正在进行中",
+                    "status": "processing",
+                    "project_id": project_id,
+                    "start_time": status_data.get("start_time")
+                }
+
+        # 记录分析开始状态
+        status_data = {
+            "status": "processing",
+            "start_time": datetime.now(timezone.utc).isoformat()
+        }
+        await redis.set(status_key, json.dumps(status_data))
+
+        # 在新线程中运行分析任务
+        exppro_analysis_thread_pool.submit(
+            run_project_analysis_in_thread, 
+            project_id
+        )
+        
+        return {
+            "message": "项目分析任务已启动",
+            "status": "processing",
+            "project_id": project_id,
+            "start_time": status_data["start_time"]
+        }
+        
+    except Exception as e:
+        print(f"Error starting project analysis: {str(e)}")
+        raise HTTPException(status_code=500, detail=str(e))
+    finally:
+        try:
+            await redis.aclose()
+        except Exception as e:
+            print(f"Error closing Redis connection: {e}")
+
+def run_project_analysis_in_thread(project_id: str):
+    """在独立线程中运行项目分析任务"""
+    loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
+    
+    try:
+        loop.run_until_complete(
+            process_project_analysis(project_id)
+        )
+    except Exception as e:
+        print(f"Error in analysis thread: {str(e)}")
+    finally:
+        loop.close()
+
+async def process_project_analysis(project_id: str):
+    """后台处理项目分析任务"""
     db = await get_database()
     redis = await get_redis()
     
@@ -1740,21 +1922,73 @@ async def analyze_project_data_endpoint(
             "experiment_reports": all_experiment_reports
         }
         
-        # 发送数据进行项目级分析
+        # 执行分析
         analysis_result = await analyze_project_data(project_data)
         
-        if not analysis_result:
-            raise HTTPException(status_code=500, detail="Failed to generate project analysis report")
-        
-        # 将分析结果保存到Redis db202
+        if analysis_result:
+            # 保存分析结果
+            await redis.select(202)
+            report_key = f"project_report:{project_id}"
+            await redis.set(report_key, json.dumps(analysis_result))
+            
+            # 更新状态为完成
+            status_key = f"project_analysis_status:{project_id}"
+            status_data = {
+                "status": "completed",
+                "completion_time": datetime.now(timezone.utc).isoformat()
+            }
+            await redis.set(status_key, json.dumps(status_data))
+        else:
+            # 更新失败状态
+            status_data = {
+                "status": "failed",
+                "error": "Failed to generate analysis result",
+                "completion_time": datetime.now(timezone.utc).isoformat()
+            }
+            await redis.set(status_key, json.dumps(status_data))
+            
+    except Exception as e:
+        print(f"Error in background project analysis: {str(e)}")
+        try:
+            await redis.select(202)
+            status_key = f"project_analysis_status:{project_id}"
+            status_data = {
+                "status": "failed",
+                "error": str(e),
+                "completion_time": datetime.now(timezone.utc).isoformat()
+            }
+            await redis.set(status_key, json.dumps(status_data))
+        except Exception as redis_error:
+            print(f"Error updating Redis status: {redis_error}")
+    finally:
+        try:
+            await redis.aclose()
+        except Exception as e:
+            print(f"Error closing Redis connection: {e}")
+
+@app.get("/lab/projects/{project_id}/analysis_status")
+async def get_project_analysis_status(
+    project_id: str,
+    current_user: UserModel = Depends(get_current_user)
+):
+    """获取项目分析任务的状态"""
+    redis = await get_redis()
+    
+    try:
         await redis.select(202)
-        report_key = f"project_report:{project_id}"
-        await redis.set(report_key, json.dumps(analysis_result))
+        status_key = f"project_analysis_status:{project_id}"
+        status_data = await redis.get(status_key)
         
-        return analysis_result
+        if not status_data:
+            return {
+                "status": "not_started",
+                "project_id": project_id
+            }
+            
+        return json.loads(status_data)
         
     except Exception as e:
-        print(f"Error analyzing project data: {e}")
+        print(f"Error getting analysis status: {str(e)}")
         raise HTTPException(status_code=500, detail=str(e))
     finally:
         try:
@@ -2060,18 +2294,18 @@ async def get_reference_report(
 # 修改函数定义为异步函数
 async def analyze_reference_summary(reference_data):
     system_prompt = """
-        You are an AI assistant responsible for analyzing literature reports.
-        You will summarize and analyze all literature reports and generate a comprehensive analysis report in JSON format.
+        You are an AI assistant responsible for analyzing paper reports.
+        You will summarize and analyze all paper reports and generate a comprehensive analysis report in JSON format.
     The JSON structure must strictly follow the provided template.
     """
     
-    user_prompt = f"""Analyze the following literature reports:
-        Literature reports: {json.dumps(reference_data, ensure_ascii=False)}
+    user_prompt = f"""Analyze the following paper reports:
+        Paper reports: {json.dumps(reference_data, ensure_ascii=False)}
 
         Generate a JSON response with the following structure:
 
         {{
-            "Literature Summary Report": {{
+            "Paper Summary Report": {{
                 "overview": {{
                     "total_papers": "[Number of papers]",
                     "time_range": {{"start_year": "[Start year]", "end_year": "[End year]"}},
@@ -2094,11 +2328,11 @@ async def analyze_reference_summary(reference_data):
                 }},
                 "future_directions": {{
                     "potential_applications": "[Potential future applications]",
-                    "methodological_suggestions": "[Methodological suggestions based on literature summary]"
+                    "methodological_suggestions": "[Methodological suggestions based on paper summary]"
                 }},
                 "impact_assessment": {{
-                    "academic_influence": "[Summarize the academic influence of the literature]",
-                    "practical_value": "[Summarize the practical value of the literature]"
+                    "academic_influence": "[Summarize the academic influence of the paper]",
+                    "practical_value": "[Summarize the practical value of the paper]"
                 }}
             }}
         }}
@@ -3073,13 +3307,13 @@ async def analyze_long_document_async(content: str) -> List[dict]:
         print(f"\n开始分析第 {i+1}/{len(segments)} 个段落...")
         
         system_prompt = f"""
-        You are an AI assistant tasked with analyzing part {i+1} of {len(segments)} of an academic literature.
+        You are an AI assistant tasked with analyzing part {i+1} of {len(segments)} of an academic paper.
         Generate a comprehensive analysis in JSON format covering both basic information and content analysis.
         Note that this is part {i+1} of a longer document, so focus on the content provided.
         The JSON structure must strictly follow the provided template.
         """
         
-        user_prompt = f"""Analyze the following literature segment and extract all relevant information:
+        user_prompt = f"""Analyze the following paper segment and extract all relevant information:
             Content: {segment}
 
             Generate a JSON response with the following structure:
@@ -3130,7 +3364,7 @@ async def merge_analysis_results(results: List[dict]) -> dict:
     print(f"开始合并 {len(results)} 个分析结果...")
     
     system_prompt = """
-    You are an AI assistant tasked with merging multiple analysis results of different parts of the same academic literature.
+    You are an AI assistant tasked with merging multiple analysis results of different parts of the same academic paper.
     Generate a comprehensive merged analysis in JSON format.
     The JSON structure must strictly follow the provided template.
     Ensure the merged result is coherent and eliminates redundancy.
@@ -3174,12 +3408,12 @@ async def merge_analysis_results(results: List[dict]) -> dict:
 async def analyze_reference_document_async(content: str):
     """分析文献的基本信息和内容"""
     system_prompt = """
-    You are an AI assistant tasked with analyzing academic literature.
+    You are an AI assistant tasked with analyzing academic paper.
     Generate a comprehensive analysis in JSON format covering both basic information and content analysis.
     The JSON structure must strictly follow the provided template.
     """
     
-    user_prompt = f"""Analyze the following literature and extract all relevant information:
+    user_prompt = f"""Analyze the following paper and extract all relevant information:
         Content: {content}
 
         Generate a JSON response with the following structure:
@@ -3211,12 +3445,12 @@ async def analyze_reference_document_async(content: str):
 async def analyze_reference_value_async(content_analysis: dict):
     """基于内容分析结果评估文献的价值"""
     system_prompt = """
-    You are an AI assistant tasked with evaluating the value of academic literature based on its content analysis.
+    You are an AI assistant tasked with evaluating the value of academic paper based on its content analysis.
     Generate a comprehensive value evaluation in JSON format.
     The JSON structure must strictly follow the provided template.
     """
     
-    user_prompt = f"""Based on the following content analysis, evaluate the literature's value:
+    user_prompt = f"""Based on the following content analysis, evaluate the paper's value:
         Content Analysis: {json.dumps(content_analysis, ensure_ascii=False)}
 
         Generate a JSON response with the following structure:

paper.html

@@ -3,7 +3,7 @@
 <head>
     <meta charset="UTF-8">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Literature Analysis</title>
+    <title>Paper Analysis</title>
     <link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet">
     <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/font/bootstrap-icons.min.css">
     <style>
@@ -356,7 +356,7 @@
             <div class="navbar-menu-item" onclick="window.location.href='lab.html'">Project</div>
             <div class="navbar-menu-item" onclick="window.location.href='device.html'">Device</div>
             <div class="navbar-menu-item" onclick="window.location.href='reports.html'">Reports</div>
-            <div class="navbar-menu-item active" onclick="window.location.href='literature.html'">Literature</div>
+            <div class="navbar-menu-item active" onclick="window.location.href='Paper.html'">Paper</div>
         </div>
         <div class="navbar-right">
             <a href="https://beta.obscura.work/lab/device.html" target="_blank" class="btn btn-primary">
@@ -389,9 +389,9 @@
 
                     <!-- 项目文献页面的侧边栏 -->
                     <div class="sidebar-menu hidden" id="projectDetailSidebar">
-                        <div class="sidebar-item" onclick="showLiteratureList()">
+                        <div class="sidebar-item" onclick="showPaperList()">
                             <i class="bi bi-list-ul"></i>
-                            <span>Literature List</span>
+                            <span>Paper List</span>
                         </div>
                         <div class="sidebar-item" onclick="downloadReferenceReport()">
                             <i class="bi bi-file-earmark-text"></i>
@@ -421,8 +421,8 @@
                     <!-- 项目文献详情页面 -->
                     <div id="projectDetailPage" class="content-body hidden">
                         <div class="content-header d-flex justify-content-between align-items-center">
-                            <h3 class="content-title" id="referenceAnalysisTitle">Literature Analysis</h3>
-                            <button class="btn btn-info" onclick="uploadLiterature()">
+                            <h3 class="content-title" id="referenceAnalysisTitle">Paper Analysis</h3>
+                            <button class="btn btn-info" onclick="uploadPaper()">
                                 <i class="bi bi-upload me-2"></i>
                                 Upload
                             </button>
@@ -433,9 +433,9 @@
                     </div>
 
                     <!-- 文献分析报告页面 -->
-                    <div id="literatureReportPage" class="content-body hidden">
+                    <div id="paperReportPage" class="content-body hidden">
                         <div class="content-header d-flex justify-content-between align-items-center">
-                            <h3 class="content-title" id="literatureReportTitle">Literature Summary Report</h3>
+                            <h3 class="content-title" id="paperReportTitle">Paper Summary Report</h3>
                             <div class="d-flex gap-2">
                                 <button class="btn btn-infoy" onclick="regenerateReport()">
                                     <i class="bi bi-arrow-clockwise me-2"></i>
@@ -447,7 +447,7 @@
                                 </button>
                             </div>
                         </div>
-                        <div id="literatureReportContent" class="mt-4">
+                        <div id="paperReportContent" class="mt-4">
                             <!-- 报告内容将在这里动态加载 -->
                         </div>
                     </div>
@@ -564,7 +564,7 @@
             // 隐藏其他页面和侧边栏
             document.getElementById('projectDetailPage').classList.add('hidden');
             document.getElementById('projectDetailSidebar').classList.add('hidden');
-            document.getElementById('literatureReportPage').classList.add('hidden');
+            document.getElementById('paperReportPage').classList.add('hidden');
             
             currentProjectId = null;
             // 重新加载项目列表数据
@@ -584,14 +584,14 @@
             document.getElementById('projectDetailSidebar').classList.remove('hidden');
             
             // 隐藏报告页面
-            document.getElementById('literatureReportPage').classList.add('hidden');
+            document.getElementById('paperReportPage').classList.add('hidden');
             
-            document.getElementById('referenceAnalysisTitle').textContent = `Literature Analysis - ${projectName}`;
+            document.getElementById('referenceAnalysisTitle').textContent = `Paper Analysis - ${projectName}`;
             
             await loadReferences(projectId);
         }
 
-        // Add show literature analysis page function
+        // Add show paper analysis page function
         async function showReferenceAnalysis() {
             try {
                 // Hide other pages
@@ -599,22 +599,22 @@
                     page.classList.remove('active');
                 });
                 
-                // Show literature analysis page
+                // Show paper analysis page
                 document.getElementById('referenceAnalysisPage').classList.add('active');
                 
                 // Set title
                 document.getElementById('referenceAnalysisTitle').textContent = 
-                    `Literature Analysis - ${document.getElementById('projectDetailTitle').textContent}`;
+                    `Paper Analysis - ${document.getElementById('projectDetailTitle').textContent}`;
                     
-                // Load literature list
+                // Load paper list
                 await loadReferences(currentProjectId);
             } catch (error) {
-                console.error('Failed to show literature analysis page:', error);
-                alert('Failed to show literature analysis page, please try again');
+                console.error('Failed to show Paper analysis page:', error);
+                alert('Failed to show Paper analysis page, please try again');
             }
         }
 
-        // Literature card rendering function
+        // paper card rendering function
         function renderReferenceCard(reference, projectId) {
             const uploadTime = reference.upload_time;
             const cardId = `reference-${reference._id}`;
@@ -629,7 +629,7 @@
                                     <div class="spinner-border spinner-border-sm text-primary me-2" role="status">
                                         <span class="visually-hidden">Loading...</span>
                                     </div>
-                                    <span>Analyzing literature content...</span>
+                                    <span>Analyzing Paper content...</span>
                                 </div>
                             </div>
                             <div class="btn-group">
@@ -659,12 +659,12 @@
             `;
         }
 
-        // Load literature list function
+        // Load paper list function
         async function loadReferences(projectId) {
             const referencesList = document.getElementById('referenceAnalysis');
             
             try {
-                // Get literature list
+                // Get paper list
                 const response = await fetch(`${API_BASE_URL}/projects/${projectId}/references`, {
                     headers: {
                         'Authorization': `Bearer ${token}`
@@ -688,15 +688,15 @@
                 }
 
                 if (references.length === 0) {
-                    referencesList.innerHTML = '<div class="alert alert-info">No literature data, please upload literature</div>';
+                    referencesList.innerHTML = '<div class="alert alert-info">No paper data, please upload paper</div>';
                     return;
                 }
 
-                // Render literature cards
+                // Render paper cards
                 const referenceCards = references.map(ref => renderReferenceCard(ref, projectId)).join('');
                 referencesList.innerHTML = referenceCards;
 
-                // Get analysis status and results for each literature
+                // Get analysis status and results for each paper
                 references.forEach(async (ref) => {
                     try {
                         const checkAnalysisStatus = async () => {
@@ -721,7 +721,7 @@
                                         <div class="spinner-border spinner-border-sm text-primary me-2" role="status">
                                             <span class="visually-hidden">Loading...</span>
                                         </div>
-                                        <span>Analyzing literature content...</span>
+                                        <span>Analyzing Paper content...</span>
                                     </div>
                                 `;
                                 statusElement.innerHTML = '<span class="text-primary">Analysis in progress...</span>';
@@ -787,10 +787,10 @@
                 });
 
             } catch (error) {
-                console.error('Failed to load literature list:', error);
+                console.error('Failed to load Paper list:', error);
                 referencesList.innerHTML = `
                     <div class="alert alert-danger">
-                        Failed to load literature list: ${error.message}
+                        Failed to load Paper list: ${error.message}
                         <br>
                         <button class="btn btn-primary mt-2" onclick="loadReferences('${projectId}')">
                             Retry
@@ -799,7 +799,7 @@
             }
         }
 
-        async function uploadLiterature() {
+        async function uploadPaper() {
             if (!currentProjectId) {
                 alert('Please select a project first');
                 return;
@@ -912,7 +912,7 @@
             input.click();
         }
 
-        // View literature details function
+        // View paper details function
         async function viewReferenceDetail(referenceId) {
             try {
                 const response = await fetch(`${API_BASE_URL}/references/${referenceId}/report`, {
@@ -934,7 +934,7 @@
                             <div class="spinner-border text-primary me-3" role="status">
                                 <span class="visually-hidden">Loading...</span>
                             </div>
-                            <h5 class="mb-0">Analyzing literature content, please wait...</h5>
+                            <h5 class="mb-0">Analyzing Paper content, please wait...</h5>
                         </div>
                     `;
                 } else if (analysisResult.status === 'completed') {
@@ -943,7 +943,7 @@
                         .replace(/},/g, '')
                         .replace(/{ },/g, '')
                         .replace(/^\s*,/gm, '')
-                        .replace(/Literature Analysis Report:/, '<div style="text-align: center"><strong>Literature Analysis Report</strong></div>')
+                        .replace(/Paper Analysis Report:/, '<div style="text-align: center"><strong>Paper Analysis</strong></div>')
                         .replace(/^(\s*\d+\.[^:\n]+:)/gm, '<strong>$1</strong>')
                         .split('\n')
                         .map(line => line.trimEnd())
@@ -972,7 +972,7 @@
                     <div class="modal-dialog modal-lg" style="max-width: 80%; margin: 1.75rem auto;">
                         <div class="modal-content" style="min-height: 80vh;">
                             <div class="modal-header">
-                                <h5 class="modal-title" id="referenceDetailModalTitle">Literature Analysis Report</h5>
+                                <h5 class="modal-title" id="referenceDetailModalTitle">Paper Analysis</h5>
                                 <button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button>
                             </div>
                             <div class="modal-body" style="max-height: calc(80vh - 60px); overflow-y: auto;">
@@ -1003,17 +1003,17 @@
                 
             } catch (error) {
                 console.error('Failed to view details:', error);
-                alert('Failed to get literature analysis report, please try again later');
+                alert('Failed to get analysis report, please try again later');
             }
         }
 
-        // View literature details from card
+        // View paper details from card
         function viewReferenceDetailFromCard(card) {
             const referenceId = card.id.replace('reference-', '');
             viewReferenceDetail(referenceId);
         }
 
-        // Download literature analysis report function
+        // Download paper analysis report function
         async function downloadReferenceReport() {
             if (!currentProjectId) {
                 alert('Please select a project first');
@@ -1023,20 +1023,20 @@
             try {
                 // 1. 检查是否有文献
                 const referencesList = document.getElementById('referenceAnalysis');
-                if (referencesList && referencesList.innerHTML.includes('No literature data')) {
-                    alert('Please upload literature first!');
+                if (referencesList && referencesList.innerHTML.includes('No Paper data')) {
+                    alert('Please upload Paper first!');
                     return;
                 }
 
                 // 显示报告页面
                 document.getElementById('projectsListPage').classList.add('hidden');
                 document.getElementById('projectDetailPage').classList.add('hidden');
-                const reportPage = document.getElementById('literatureReportPage');
+                const reportPage = document.getElementById('paperReportPage');
                 reportPage.classList.remove('hidden');
 
                 // Show loading status
                 const showLoading = (message) => {
-                    document.getElementById('literatureReportContent').innerHTML = `
+                    document.getElementById('paperReportContent').innerHTML = `
                         <div class="d-flex align-items-center justify-content-center" style="min-height: 200px;">
                             <div class="text-center">
                                 <div class="spinner-border text-primary mb-3" role="status">
@@ -1049,7 +1049,7 @@
                     `;
                 };
 
-                showLoading('Getting literature analysis report...');
+                showLoading('Getting paper analysis report...');
 
                 // 2. Check if report already exists
                 const existingReport = await fetch(`${API_BASE_URL}/references/${currentProjectId}/summary_report`, {
@@ -1059,7 +1059,7 @@
                 if (existingReport.ok) {
                     const report = await existingReport.json();
                     currentReportData = report;
-                    document.getElementById('literatureReportContent').innerHTML = formatReportContent(report);
+                    document.getElementById('paperReportContent').innerHTML = formatReportContent(report);
                     return;
                 }
 
@@ -1095,7 +1095,7 @@
                             });
                             const report = await finalReport.json();
                             currentReportData = report;
-                            document.getElementById('literatureReportContent').innerHTML = formatReportContent(report);
+                            document.getElementById('paperReportContent').innerHTML = formatReportContent(report);
                         } 
                         else if (status.status === 'failed') {
                             clearInterval(statusCheck);
@@ -1103,7 +1103,7 @@
                         }
                         else if (attempts >= maxAttempts) {
                             clearInterval(statusCheck);
-                            document.getElementById('literatureReportContent').innerHTML = `
+                            document.getElementById('paperReportContent').innerHTML = `
                                 <div class="alert alert-warning">
                                     Report generation is taking longer than expected. Please refresh and try again later.
                                     <button class="btn btn-primary mt-2" onclick="downloadReferenceReport()">
@@ -1117,7 +1117,7 @@
                         }
                     } catch (error) {
                         clearInterval(statusCheck);
-                        document.getElementById('literatureReportContent').innerHTML = `
+                        document.getElementById('paperReportContent').innerHTML = `
                             <div class="alert alert-danger">
                                 Failed to generate report: ${error.message}
                                 <button class="btn btn-primary mt-2" onclick="downloadReferenceReport()">
@@ -1129,7 +1129,7 @@
                 }, 5000);
 
             } catch (error) {
-                document.getElementById('literatureReportContent').innerHTML = `
+                document.getElementById('paperReportContent').innerHTML = `
                     <div class="alert alert-danger">
                         Operation failed: ${error.message}
                         <button class="btn btn-primary mt-2" onclick="downloadReferenceReport()">
@@ -1152,7 +1152,7 @@
                             .replace(/},/g, '')
                             .replace(/{ },/g, '')
                             .replace(/^\s*,/gm, '')
-                            .replace(/Literature Summary Report:/, '<div style="text-align: center"><strong style="font-size: 24px;">Literature Summary Report</strong></div>')
+                            .replace(/Paper Summary Report:/, '<div style="text-align: center"><strong style="font-size: 24px;">Paper Summary Report</strong></div>')
                             .replace(/^(\s*\d+\.[^:\n]+:)/gm, '<strong>$1</strong>')
                             .split('\n')
                             .map(line => line.trimEnd())
@@ -1162,9 +1162,9 @@
             </div>`;
         }
 
-        // Delete literature function
+        // Delete paper function
         async function deleteReference(projectId, referenceId) {
-            if (!confirm('Are you sure you want to delete this literature? This action cannot be undone.')) {
+            if (!confirm('Are you sure you want to delete this Paper? This action cannot be undone.')) {
                 return;
             }
             
@@ -1184,17 +1184,17 @@
                     
                     const referencesList = document.getElementById('referenceAnalysis');
                     if (!referencesList.children.length) {
-                        referencesList.innerHTML = '<div class="alert alert-info">No literature data, please upload literature</div>';
+                        referencesList.innerHTML = '<div class="alert alert-info">No Paper data, please upload</div>';
                     }
                     
-                    alert('Literature deleted successfully');
+                    alert('Deleted successfully');
                 } else {
                     const error = await response.json();
-                    alert(`Failed to delete literature: ${error.detail}`);
+                    alert(`Failed to delete Paper: ${error.detail}`);
                 }
             } catch (error) {
-                console.error('Failed to delete literature:', error);
-                alert('Failed to delete literature, please try again');
+                console.error('Failed to delete Paper:', error);
+                alert('Failed to delete Paper, please try again');
             }
         }
 
@@ -1216,7 +1216,7 @@
                 <div class="modal-dialog modal-lg modal-dialog-centered" style="max-width: 800px;">
                     <div class="modal-content" style="min-height: 60vh;">
                         <div class="modal-header">
-                            <h5 class="modal-title" id="chatModalTitle">Chat with Literature: ${title}</h5>
+                            <h5 class="modal-title" id="chatModalTitle">${title}</h5>
                             <button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button>
                         </div>
                         <div class="modal-body d-flex flex-column" style="height: calc(60vh - 76px);">
@@ -1485,9 +1485,9 @@
         }
 
         // 添加显示文献列表的函数
-        function showLiteratureList() {
+        function showPaperList() {
             // 隐藏报告页面
-            document.getElementById('literatureReportPage').classList.add('hidden');
+            document.getElementById('paperReportPage').classList.add('hidden');
             // 显示文献列表页面
             document.getElementById('projectDetailPage').classList.remove('hidden');
             
@@ -1515,7 +1515,7 @@
                 // 创建临时下载链接
                 const a = document.createElement('a');
                 a.href = url;
-                a.download = `literature_analysis_report_${new Date().toISOString().split('T')[0]}.json`;
+                a.download = `paper_analysis_report_${new Date().toISOString().split('T')[0]}.json`;
                 
                 // 触发下载
                 document.body.appendChild(a);
@@ -1544,7 +1544,7 @@
             try {
                 // 显示加载状态
                 const showLoading = (message) => {
-                    document.getElementById('literatureReportContent').innerHTML = `
+                    document.getElementById('paperReportContent').innerHTML = `
                         <div class="d-flex align-items-center justify-content-center" style="min-height: 200px;">
                             <div class="text-center">
                                 <div class="spinner-border text-primary mb-3" role="status">
@@ -1589,7 +1589,7 @@
                             });
                             const report = await finalReport.json();
                             currentReportData = report;
-                            document.getElementById('literatureReportContent').innerHTML = formatReportContent(report);
+                            document.getElementById('paperReportContent').innerHTML = formatReportContent(report);
                         } 
                         else if (status.status === 'failed') {
                             clearInterval(statusCheck);
@@ -1597,7 +1597,7 @@
                         }
                         else if (attempts >= maxAttempts) {
                             clearInterval(statusCheck);
-                            document.getElementById('literatureReportContent').innerHTML = `
+                            document.getElementById('paperReportContent').innerHTML = `
                                 <div class="alert alert-warning">
                                     Report regeneration is taking longer than expected. Please refresh and try again later.
                                     <button class="btn btn-primary mt-2" onclick="regenerateReport()">
@@ -1611,7 +1611,7 @@
                         }
                     } catch (error) {
                         clearInterval(statusCheck);
-                        document.getElementById('literatureReportContent').innerHTML = `
+                        document.getElementById('paperReportContent').innerHTML = `
                             <div class="alert alert-danger">
                                 Failed to regenerate report: ${error.message}
                                 <button class="btn btn-primary mt-2" onclick="regenerateReport()">
@@ -1623,7 +1623,7 @@
                 }, 5000);
 
             } catch (error) {
-                document.getElementById('literatureReportContent').innerHTML = `
+                document.getElementById('paperReportContent').innerHTML = `
                     <div class="alert alert-danger">
                         Operation failed: ${error.message}
                         <button class="btn btn-primary mt-2" onclick="regenerateReport()">

reports.html

@@ -635,7 +635,7 @@
             <div class="navbar-menu-item" onclick="window.location.href='lab.html'">Project</div>
             <div class="navbar-menu-item" onclick="window.location.href='device.html'">Device</div>
             <div class="navbar-menu-item active">Reports</div>
-            <div class="navbar-menu-item" onclick="window.location.href='literature.html'">Literature</div>
+            <div class="navbar-menu-item" onclick="window.location.href='Paper.html'">Paper</div>
         </div>
         <div class="navbar-right">
             <a href="https://beta.obscura.work/lab/device.html" target="_blank" class="btn btn-primary">
@@ -721,7 +721,7 @@
                                     <option value="">All</option>
                                     <option value="project">Project</option>
                                     <option value="experiment">experiment</option>
-                                    <option value="literature">Literature</option>
+                                    <option value="paper">Paper</option>
                                 </select>
                             </div>
                         </form>
@@ -745,9 +745,9 @@
                                 <i class="bi bi-file-text"></i>
                                 <span>Project</span>
                             </div>
-                            <div class="sidebar-item" onclick="switchReportSection('literatureReport')">
+                            <div class="sidebar-item" onclick="switchReportSection('paperReport')">
                                 <i class="bi bi-book"></i>
-                                <span>Literature</span>
+                                <span>Paper</span>
                             </div>
                             <div class="sidebar-item" onclick="downloadCurrentReport()">
                                 <i class="bi bi-download"></i>
@@ -772,8 +772,8 @@
                                 <div id="projectReportSection" class="report-section active">
                                     <pre id="projectReportDetail" class="report-content bg-light p-3 rounded"></pre>
                                 </div>
-                                <div id="literatureReportSection" class="report-section">
-                                    <pre id="literatureReportDetail" class="report-content bg-light p-3 rounded"></pre>
+                                <div id="paperReportSection" class="report-section">
+                                    <pre id="paperReportDetail" class="report-content bg-light p-3 rounded"></pre>
                                 </div>
                             </div>
                         </div>
@@ -860,7 +860,7 @@
                     .replace(/{ },/g, '')
                     .replace(/^\s*,/gm, '')  // 处理行首的逗号
                     .replace(/Project Analysis Report:/, '<div style="text-align: center"><strong style="font-size: 24px;">Project Analysis Report</strong></div>')
-                    .replace(/Literature Summary Report:/, '<div style="text-align: center"><strong style="font-size: 24px;">Literature Summary Report</strong></div>')
+                    .replace(/paper Summary Report:/, '<div style="text-align: center"><strong style="font-size: 24px;">Paper Summary Report</strong></div>')
                     // 加粗标题 (以数字开头的行)
                     .replace(/^(\s*\d+\.[^:\n]+:)/gm, '<strong>$1</strong>')
                     // 保持缩进
@@ -912,7 +912,7 @@
         // 修改后的 viewProjectReport 函数
         async function viewProjectReport(projectId, projectName) {
             try {
-                let projectData = null, literatureData = null;
+                let projectData = null, paperData = null;
 
                 // 隐藏项目列表页面
                 document.querySelector('.main-content > .row').style.display = 'none';
@@ -932,33 +932,33 @@
 
                 // 2. 如果没有项目报告，尝试获取文献分析报告
                 if (!projectData) {
-                    const literatureResponse = await fetch(`${API_BASE_URL}/references/${projectId}/summary_report`, {
+                    const paperResponse = await fetch(`${API_BASE_URL}/references/${projectId}/summary_report`, {
                         headers: {
                             'Authorization': `Bearer ${token}`
                         }
                     });
 
-                    if (literatureResponse.ok) {
-                        literatureData = await literatureResponse.json();
+                    if (paperResponse.ok) {
+                        paperData = await paperResponse.json();
                     } else {
-                        console.log('No literature report found');
+                        console.log('No paper report found');
                     }
                 }
 
                 // 3. 如果两种报告都没有，显示提示信息
-                if (!projectData && !literatureData) {
+                if (!projectData && !paperData) {
                     document.getElementById('reportDetailTitle').textContent = `Project Report - ${projectName}`;
                     document.getElementById('projectReportDetail').innerHTML = 
                         '<div class="alert alert-info">No reports available for this project yet.</div>';
-                    document.getElementById('literatureReportDetail').innerHTML = 
-                        '<div class="alert alert-info">No literature analysis report available.</div>';
+                    document.getElementById('paperReportDetail').innerHTML = 
+                        '<div class="alert alert-info">No paper analysis report available.</div>';
                 } else {
                     // 4. 保存当前报告数据
                     currentReportData = {
                         projectId,
                         projectName,
                         projectReport: projectData,
-                        literatureReport: literatureData
+                        paperReport: paperData
                     };
                     
                     // 5. 更新报告显示
@@ -966,9 +966,9 @@
                     document.getElementById('projectReportDetail').innerHTML = projectData ? 
                         formatReportContent(projectData) : 
                         '<div class="alert alert-info">No project report available.</div>';
-                    document.getElementById('literatureReportDetail').innerHTML = literatureData ? 
-                        formatReportContent(literatureData) : 
-                        '<div class="alert alert-info">No literature analysis report available.</div>';
+                    document.getElementById('paperReportDetail').innerHTML = paperData ? 
+                        formatReportContent(paperData) : 
+                        '<div class="alert alert-info">No paper analysis report available.</div>';
                 }
                 
                 // 6. 显示报告详情页面
@@ -990,7 +990,7 @@
             // Build complete report object
             const combinedReport = {
                 project_report: currentReportData.projectReport,
-                literature_analysis: currentReportData.literatureReport || "No literature analysis report found"
+                paper_analysis: currentReportData.paperReport || "No paper analysis report found"
             };
             
             const reportText = JSON.stringify(combinedReport, null, 2);
@@ -1093,7 +1093,7 @@
                         project_name: project.project_name,
                         description: project.description,
                         project_reports: project.project_reports,
-                        literature_analysis: project.literature_analysis
+                        paper_analysis: project.paper_analysis
                     }));
 
                     const reportText = JSON.stringify(reports, null, 2);
@@ -1128,7 +1128,7 @@
                         project_name: project.project_name,
                         description: project.description,
                         project_reports: project.project_reports,
-                        literature_analysis: project.literature_analysis
+                        paper_analysis: project.paper_analysis
                     }));
 
                     const summaryText = JSON.stringify(summary, null, 2);
@@ -1148,7 +1148,7 @@
             }
         }
 
-        // Switch between project report and literature analysis
+        // Switch between project report and paper analysis
         function switchReportSection(section) {
             // Remove active class from all sections
             document.querySelectorAll('.report-section').forEach(section => {
@@ -1173,7 +1173,7 @@
             }
             
             // 更新标题
-            const title = sectionId === 'projectReport' ? 'Project Report' : 'Literature Analysis';
+            const title = sectionId === 'projectReport' ? 'Project Report' : 'paper Analysis';
             document.getElementById('reportDetailTitle').textContent = `${title} - ${currentReportData.projectName}`;
             
             // 更新侧边栏选中状态