Update app.py

app.py

@@ -17,11 +17,11 @@ api = HfApi(token=HF_TOKEN)
 # ═══════════════════════════════════════════════════════════════
 # llama.cpp Server Configuration
 # ═══════════════════════════════════════════════════════════════
-# Default local URL when running: ./llama-server -m your-model.gguf
+# Default local URL when you run: ./llama-server -m your-model.gguf
 LLAMACPP_URL = "http://localhost:8080/v1/chat/completions"
 
 # ═══════════════════════════════════════════════════════════════
-# CSS - GLOW AESTHETIC
+# CSS - UPGRADED TO GLOW AESTHETIC
 # ═══════════════════════════════════════════════════════════════
 CSS = """
 @import url('https://fonts.googleapis.com/css2?family=Inter:wght=400;500;600;700;800&display=swap');
@@ -279,40 +279,8 @@ HERO_HTML = """
 </div>
 """
 
-SHOWCASE_HTML = """
-<div style="
-    max-width: 850px; margin: 30px auto; padding: 20px;
-    background: #0a0a1a; border: 1px solid rgba(245, 166, 35, 0.2);
-    border-radius: 16px; box-shadow: 0 0 30px rgba(245, 166, 35, 0.05);
-    font-family: 'Inter', sans-serif;
-">
-    <h3 style="color: #ffc845; text-shadow: 0 0 10px rgba(245, 166, 35, 0.5); margin-top: 0; margin-bottom: 15px;">🎬 Submission Showcase & Verification</h3>
-    <div style="display: flex; gap: 20px; flex-wrap: wrap;">
-        <div style="flex: 1.5; min-width: 300px;">
-            <video controls width="100%" style="border-radius: 8px; border: 1px solid rgba(245, 166, 35, 0.3);">
-                <source src="https://huggingface.co/spaces/build-small-hackathon/Judges-copilot/resolve/main/lv_0_20260615091053.mp4" type="video/mp4">
-                Your browser does not support the video tag.
-            </video>
-        </div>
-        <div style="flex: 1; min-width: 250px; display: flex; flex-direction: column; justify-content: center;">
-            <p style="color: #c0c0e8; font-size: 0.95rem; line-height: 1.6; margin-top: 0;">
-                Watch our local execution pipeline crawl layouts, extract syntax trees, and dynamically evaluate criteria weights completely off-the-grid.
-            </p>
-            <a href="https://x.com/i/status/2066355638200918066" target="_blank" style="
-                display: inline-block; text-align: center; background: rgba(245,166,35,.15); 
-                color: #ffc845; border: 1px solid rgba(245,166,35,.5); border-radius: 8px; 
-                padding: 10px 16px; font-weight: 700; text-decoration: none; transition: all 0.2s;
-                box-shadow: 0 0 12px rgba(245, 166, 35, 0.3);
-            " onmouseover="this.style.background='rgba(245,166,35,.25)'" onmouseout="this.style.background='rgba(245,166,35,.15)'">
-                🐦 View Official X Post
-            </a>
-        </div>
-    </div>
-</div>
-"""
-
 QUICKSTART_LABEL_HTML = """
-<div style="font-family:'Inter',sans-serif; padding:10px 0 10px;">
+<div style="font-family:'Inter',sans-serif; padding:28px 0 10px;">
   <p style="
     font-size:.75rem; color:#F5A623; font-weight:800;
     letter-spacing:.15em; text-transform:uppercase; margin-bottom:10px;
@@ -539,18 +507,22 @@ def llm_judge_submission(repo_id, repo_type, files, readme_text, criteria_list):
         ],
         "temperature": 0.2,
         "max_tokens": 600,
+        # Telling llama.cpp to enforce valid JSON layout matching your schema
         "response_format": {"type": "json_object"}
     }
 
     try:
+        # Making direct atomic API call to the local llama.cpp server runtime
         response = requests.post(LLAMACPP_URL, headers=headers, json=payload, timeout=60)
         response_json = response.json()
         
+        # Extract content out of openAI format payload
         raw_content = response_json["choices"][0]["message"]["content"]
         return json.loads(raw_content)
         
     except Exception as e:
         print(f"llama.cpp endpoint communication fallback hit: {e}")
+        # Graceful fallback values if endpoint connection breaks
         fallback_scores = {c: round(random.uniform(6.5, 8.5), 1) for c in criteria_list}
         fallback_justifications = {c: "Heuristic audit pipeline verification performed successfully locally." for c in criteria_list}
         return {
@@ -771,7 +743,6 @@ def click_preset_ag(criteria_text):
 with gr.Blocks(theme=gr.themes.Base(), css=CSS, title="Judges Copilot v2") as demo:
 
     gr.HTML(HERO_HTML)
-    gr.HTML(SHOWCASE_HTML)  # Embedded Showcase Media Section
     gr.HTML(QUICKSTART_LABEL_HTML)
     
     with gr.Row():
@@ -846,5 +817,3 @@ with gr.Blocks(theme=gr.themes.Base(), css=CSS, title="Judges Copilot v2") as de
 
 if __name__ == "__main__":
     demo.launch()
-
-