feat: update HF space URL, add judge demo scripts and project documentation

HF_BLOG_POST.md

@@ -75,7 +75,7 @@ Or run the Colab notebook: [gridmind_grpo_colab.ipynb](https://colab.research.go
 
 ```bash
 # Quick health check
-curl https://lo-kyu-gridmind.hf.space/health
+curl https://prajwal782007-gridmind.hf.space/health
 
 # Run a heuristic baseline
 python inference.py --fast-mode --task 3 --episodes 5
@@ -84,8 +84,8 @@ python inference.py --fast-mode --task 3 --episodes 5
 python inference.py --task 3 --episodes 5
 ```
 
-Live environment: [https://lo-kyu-gridmind.hf.space](https://lo-kyu-gridmind.hf.space)  
-Dashboard: [https://lo-kyu-gridmind.hf.space/dashboard](https://lo-kyu-gridmind.hf.space/dashboard)
+Live environment: [https://prajwal782007-gridmind.hf.space](https://prajwal782007-gridmind.hf.space)  
+Dashboard: [https://prajwal782007-gridmind.hf.space/dashboard](https://prajwal782007-gridmind.hf.space/dashboard)
 
 Code: [github.com/LO-Kyu/gridmind](https://github.com/LO-Kyu/gridmind)
 

README.md

@@ -27,13 +27,13 @@ Most RL environments for LLMs are grid-worlds or toy games. GridMind-RL simulate
 
 | | URL |
 |--|-----|
-| **Environment API** | https://lo-kyu-gridmind.hf.space |
-| **Live Dashboard** | https://lo-kyu-gridmind.hf.space/dashboard |
+| **Environment API** | https://prajwal782007-gridmind.hf.space |
+| **Live Dashboard** | https://prajwal782007-gridmind.hf.space/dashboard |
 
 **Quick test:**
 ```bash
-curl https://lo-kyu-gridmind.hf.space/health
-curl https://lo-kyu-gridmind.hf.space/tasks
+curl https://prajwal782007-gridmind.hf.space/health
+curl https://prajwal782007-gridmind.hf.space/tasks
 ```
 
 ---
@@ -268,7 +268,7 @@ gridmind-rl/
 
 ## Links
 
-- 🤗 HuggingFace Space: [GridMind-RL](https://lo-kyu-gridmind.hf.space)
+- 🤗 HuggingFace Space: [GridMind-RL](https://prajwal782007-gridmind.hf.space)
 - 📝 Blog Post: [GridMind-RL: Training LLMs on Industrial Energy Management](https://huggingface.co/blog/gridmind-rl)
 - 🎥 Demo Video: [YouTube Walkthrough](https://www.youtube.com/watch?v=dummy)
 - 📊 Training Run: [gridmind_grpo_colab.ipynb](https://colab.research.google.com/)

main.go

@@ -1022,7 +1022,7 @@ func (s *Server) handleInfo(w http.ResponseWriter, r *http.Request) {
 			"GET /state", "POST /simulate", "GET /feeder", "POST /coordinate",
 			"GET /health", "GET /info",
 		},
-		"hf_space": "https://lo-kyu-gridmind.hf.space",
+		"hf_space": "https://prajwal782007-gridmind.hf.space",
 		"github":   "https://github.com/LO-Kyu/gridmind",
 	}
 	w.Header().Set("Content-Type", "application/json")

scratch/fix_url.py

@@ -0,0 +1,25 @@
+import os
+
+directory = r"c:\Projects\gridmind"
+old_url = "prajwal782007-gridmind.hf.space"
+new_url = "prajwal782007-gridmind.hf.space"
+
+def replace_in_file(filepath):
+    try:
+        with open(filepath, 'r', encoding='utf-8') as f:
+            content = f.read()
+    except UnicodeDecodeError:
+        return # Skip binary or non-utf-8 files
+
+    if old_url in content:
+        new_content = content.replace(old_url, new_url)
+        with open(filepath, 'w', encoding='utf-8') as f:
+            f.write(new_content)
+        print(f"Updated {filepath}")
+
+for root, dirs, files in os.walk(directory):
+    if '.git' in root or '.venv' in root or 'node_modules' in root:
+        continue
+    for file in files:
+        filepath = os.path.join(root, file)
+        replace_in_file(filepath)

scripts/demo_run.py

@@ -12,7 +12,7 @@ Shows:
 
 Usage:
     python scripts/demo_run.py
-    python scripts/demo_run.py --url https://lo-kyu-gridmind.hf.space
+    python scripts/demo_run.py --url https://prajwal782007-gridmind.hf.space
     python scripts/demo_run.py --fast          # heuristic only (no LLM key needed)
 """
 

scripts/demo_run.sh

@@ -54,5 +54,5 @@ echo "  LLM fine-tuned:     ${LLM_SCORE:-TBD}"
 echo "  Improvement:       $(python3 -c "print(f'{(float(\"$LLM_SCORE\") - float(\"$HEURISTIC_SCORE\")) / float(\"$HEURISTIC_SCORE\") * 100:.1f}%')" 2>/dev/null || echo '  Run both agents to see delta')"
 echo ""
 echo "  Dashboard: $ENV_URL/dashboard"
-echo "  HF Space:  https://lo-kyu-gridmind.hf.space"
+echo "  HF Space:  https://prajwal782007-gridmind.hf.space"
 echo "═══════════════════════════════════════════════════════"

scripts/gridmind_grpo_colab.ipynb

@@ -19,7 +19,7 @@
     "\n",
     "| | |\n",
     "|---|---|\n",
-    "| **Environment** | https://lo-kyu-gridmind.hf.space |\n",
+    "| **Environment** | https://prajwal782007-gridmind.hf.space |\n",
     "| **Method** | GRPO (Group Relative Policy Optimization) |\n",
     "| **Model** | Qwen2.5-1.5B-Instruct |\n",
     "| **Training Time** | ~30-40 minutes on free Colab T4 GPU |\n",
@@ -65,7 +65,7 @@
     "import json\n",
     "import time\n",
     "\n",
-    "ENV_URL = \"https://lo-kyu-gridmind.hf.space\"\n",
+    "ENV_URL = \"https://prajwal782007-gridmind.hf.space\"\n",
     "\n",
     "# Test connectivity\n",
     "print(\"Testing environment connectivity...\")\n",