Update app.py

app.py

@@ -129,6 +129,7 @@ class RecommendationSystem:
             "热度": "基于点赞和转发的热度分数"
         }
 
+
 def create_gradio_interface(recommendation_system: RecommendationSystem) -> gr.Interface:
     with gr.Blocks(theme=gr.themes.Soft()) as interface:
         gr.Markdown("""
@@ -156,14 +157,31 @@ def create_gradio_interface(recommendation_system: RecommendationSystem) -> gr.I
                 submit_btn = gr.Button("获取推荐", variant="primary")
 
             with gr.Column(scale=2):
-                output = gr.JSON(label="推荐结果")
+                results = gr.Dataframe(
+                    headers=["推文内容", "评分详情"],
+                    label="推荐结果"
+                )
                 
+        def format_for_display(recommendations):
+            rows = []
+            for rec in recommendations["recommendations"]:
+                scores = rec["scores"]
+                score_text = (
+                    f"总分: {scores['总分']}\n"
+                    f"可信度: {scores['可信度']}\n"
+                    f"情感倾向: {scores['情感倾向']}\n"
+                    f"热度: {scores['热度']}\n"
+                    f"互动: {scores['互动数']}"
+                )
+                rows.append([rec["text"], score_text])
+            return rows
+
         submit_btn.click(
-            fn=lambda v, s, p: recommendation_system.get_recommendations(
-                RecommendationWeights(v, s, p)
+            fn=lambda v, s, p: format_for_display(
+                recommendation_system.get_recommendations(RecommendationWeights(v, s, p))
             ),
             inputs=[visibility_weight, sentiment_weight, popularity_weight],
-            outputs=output
+            outputs=results
         )
         
     return interface