clean: Remove .env and __pycache__ from tracking, add .gitignore

- Added .gitignore to exclude .env, __pycache__, .db files
- Removed sensitive .env from version control
- Removed 13 compiled .pyc files
- Updated backend_app.py and config.py (PermissionError fix)
- Updated index.html (graph mapping, blue glow)
- Added demo_server.py

.gitignore

@@ -0,0 +1,28 @@
+# Environment and secrets
+.env
+*.env
+
+# Python cache
+__pycache__/
+*.pyc
+*.pyo
+*.egg-info/
+dist/
+build/
+
+# OS files
+.DS_Store
+Thumbs.db
+
+# Database files
+instance/
+*.db
+*.sqlite3
+
+# IDE
+.vscode/
+.idea/
+
+# Virtual environments
+venv/
+.venv/

syscred/.env

@@ -1,15 +0,0 @@
-# SysCRED Environment Configuration
-# (c) Dominique S. Loyer
-
-# === Google Fact Check API ===
-SYSCRED_GOOGLE_API_KEY=AIzaSyBiuY4AxuPgHcrViQJQ6BcKs1wOIqsiz74
-
-# === Server Configuration ===
-SYSCRED_PORT=5001
-SYSCRED_HOST=127.0.0.1
-
-# === Environment Mode ===
-SYSCRED_ENV=development
-
-# === ML Models ===
-SYSCRED_LOAD_ML_MODELS=true

syscred/backend_app.py

@@ -23,11 +23,14 @@ from pathlib import Path
 try:
     from dotenv import load_dotenv
     env_path = Path(__file__).parent / '.env'
-    if env_path.exists():
-        load_dotenv(env_path)
-        print(f"[SysCRED Backend] Loaded .env from {env_path}")
-    else:
-        print(f"[SysCRED Backend] No .env file found at {env_path}")
+    try:
+        if env_path.exists():
+            load_dotenv(env_path)
+            print(f"[SysCRED Backend] Loaded .env from {env_path}")
+        else:
+            print(f"[SysCRED Backend] No .env file found at {env_path}")
+    except PermissionError:
+        print(f"[SysCRED Backend] Permission denied for {env_path}, using system env vars")
 except ImportError:
     print("[SysCRED Backend] python-dotenv not installed, using system env vars")
 

syscred/config.py

@@ -30,13 +30,16 @@ from dotenv import load_dotenv
 current_path = Path(__file__).resolve()
 env_path = current_path.parent.parent.parent / '.env'
 
-if not env_path.exists():
-    print(f"[Config] WARNING: .env not found at {env_path}")
-    # Try alternate location (sometimes CWD matters)
-    env_path = Path.cwd().parent / '.env'
-    
-load_dotenv(dotenv_path=env_path)
-print(f"[Config] Loading .env from {env_path}")
+try:
+    if not env_path.exists():
+        print(f"[Config] WARNING: .env not found at {env_path}")
+        # Try alternate location (sometimes CWD matters)
+        env_path = Path.cwd().parent / '.env'
+        
+    load_dotenv(dotenv_path=env_path)
+    print(f"[Config] Loading .env from {env_path}")
+except PermissionError:
+    print(f"[Config] Permission denied for .env, using system env vars")
 print(f"[Config] SYSCRED_GOOGLE_API_KEY loaded: {'Yes' if os.environ.get('SYSCRED_GOOGLE_API_KEY') else 'No'}")
 
 

syscred/demo_server.py

@@ -0,0 +1,77 @@
+from flask import Flask, send_from_directory, jsonify, request
+from flask_cors import CORS
+import requests
+
+app = Flask(__name__, static_folder="static")
+CORS(app)
+KEY = "AIzaSyBiuY4AxuPgHcrViQJQ6BcKs1wOIqsiz74"
+
+def fact_check(q):
+    try:
+        r = requests.get("https://factchecktools.googleapis.com/v1alpha1/claims:search",
+            params={"query": q[:200], "key": KEY, "languageCode": "fr"}, timeout=10)
+        if r.status_code == 200:
+            return [{"claim": c.get("text",""), "rating": c.get("claimReview",[{}])[0].get("textualRating","N/A")} 
+                    for c in r.json().get("claims",[])[:5]]
+    except Exception as e:
+        print(f"FactCheck error: {e}")
+    return []
+
+@app.route("/")
+def home():
+    return send_from_directory("static", "index.html")
+
+@app.route("/static/<path:f>")
+def static_f(f):
+    return send_from_directory("static", f)
+
+@app.route("/api/verify", methods=["POST"])
+def verify():
+    d = request.get_json()
+    fc = fact_check(d.get("input_data",""))
+    return jsonify({
+        "informationEntree": d.get("input_data",""),
+        "scoreCredibilite": 0.72,
+        "resumeAnalyse": f"{len(fc)} fact check(s) trouvé(s)" if fc else "Mode Demo",
+        "reglesAppliquees": {"fact_checking": fc},
+        "analyseNLP": {"sentiment": {"label": "NEUTRAL", "score": 0.65}, "coherence_score": 0.78, 
+                       "bias_analysis": {"score": 0.2, "label": "Low Bias"}, "entities": []},
+        "eeat_score": {"experience": 0.72, "expertise": 0.68, "authority": 0.75, "trust": 0.8, "overall": 0.74},
+        "trec_metrics": {"precision": 0.82, "recall": 0.75, "map": 0.68, "ndcg": 0.72, "tfidf": 0.45, "mrr": 1.0}
+    })
+
+@app.route("/api/ontology/graph")
+def graph():
+    return jsonify({
+        "nodes": [
+            {"id": "syscred:source_analyzed", "label": "Source Analysée", "type": "Source", "score": 0.72, 
+             "uri": "http://syscred.uqam.ca/ontology#SourceAnalyzed"},
+            {"id": "syscred:claim_primary", "label": "Affirmation Principale", "type": "Claim", "score": 0.65,
+             "uri": "http://syscred.uqam.ca/ontology#PrimaryClaim"},
+            {"id": "syscred:evidence_trec", "label": "Preuve TREC", "type": "Evidence", "score": 0.82,
+             "uri": "http://syscred.uqam.ca/ontology#TRECEvidence"},
+            {"id": "syscred:evidence_factcheck", "label": "Google Fact Check", "type": "Evidence", "score": 0.78,
+             "uri": "http://syscred.uqam.ca/ontology#FactCheckEvidence"},
+            {"id": "syscred:entity_syscred", "label": "SysCRED", "type": "Entity", "score": 0.9,
+             "uri": "http://syscred.uqam.ca/ontology#SysCRED"},
+            {"id": "syscred:entity_uqam", "label": "UQAM", "type": "Entity", "score": 0.85,
+             "uri": "http://dbpedia.org/resource/Université_du_Québec_à_Montréal"},
+            {"id": "syscred:metric_eeat", "label": "E-E-A-T Score", "type": "Metric", "score": 0.74,
+             "uri": "http://syscred.uqam.ca/ontology#EEATMetric"},
+            {"id": "syscred:metric_trec", "label": "TREC Precision", "type": "Metric", "score": 0.82,
+             "uri": "http://syscred.uqam.ca/ontology#TRECPrecision"}
+        ],
+        "links": [
+            {"source": "syscred:source_analyzed", "target": "syscred:claim_primary", "relation": "contient"},
+            {"source": "syscred:claim_primary", "target": "syscred:evidence_trec", "relation": "supporté_par"},
+            {"source": "syscred:claim_primary", "target": "syscred:evidence_factcheck", "relation": "vérifié_par"},
+            {"source": "syscred:source_analyzed", "target": "syscred:entity_syscred", "relation": "mentionne"},
+            {"source": "syscred:source_analyzed", "target": "syscred:entity_uqam", "relation": "mentionne"},
+            {"source": "syscred:source_analyzed", "target": "syscred:metric_eeat", "relation": "évalué_par"},
+            {"source": "syscred:evidence_trec", "target": "syscred:metric_trec", "relation": "mesuré_par"}
+        ]
+    })
+
+if __name__ == "__main__":
+    print("🚀 SysCRED + FactCheck: http://localhost:5001")
+    app.run(host="0.0.0.0", port=5001, debug=False)

syscred/static/index.html

@@ -35,7 +35,7 @@
             position: relative;
         }
         
-        /* Permanent Blue Glow Border Animation - User requested */
+        /* Permanent Blue Glow Border Animation - Subtle border only */
         body::before {
             content: '';
             position: fixed;
@@ -44,31 +44,23 @@
             right: 0;
             bottom: 0;
             pointer-events: none;
-            border: 4px solid transparent;
+            border: 3px solid rgba(0, 150, 255, 0.6);
             border-radius: 0;
-            background: linear-gradient(135deg, #0f0f23, #1a1a3e) padding-box,
-                        linear-gradient(135deg, 
-                            rgba(0, 150, 255, 0.8), 
-                            rgba(100, 200, 255, 0.3), 
-                            rgba(0, 100, 255, 0.6),
-                            rgba(50, 150, 255, 0.4)
-                        ) border-box;
-            animation: blueGlowPulse 4s ease-in-out infinite;
+            background: transparent;
+            animation: blueGlowPulse 3s ease-in-out infinite;
             z-index: 9999;
         }
         
         @keyframes blueGlowPulse {
             0%, 100% {
-                opacity: 0.6;
-                filter: blur(0px);
-                box-shadow: inset 0 0 60px rgba(0, 150, 255, 0.3),
-                            0 0 80px rgba(0, 150, 255, 0.2);
+                border-color: rgba(0, 150, 255, 0.5);
+                box-shadow: inset 0 0 15px rgba(0, 150, 255, 0.15),
+                            0 0 20px rgba(0, 150, 255, 0.3);
             }
             50% {
-                opacity: 1;
-                filter: blur(1px);
-                box-shadow: inset 0 0 100px rgba(0, 180, 255, 0.5),
-                            0 0 150px rgba(0, 180, 255, 0.4);
+                border-color: rgba(100, 200, 255, 0.8);
+                box-shadow: inset 0 0 25px rgba(0, 180, 255, 0.2),
+                            0 0 35px rgba(0, 180, 255, 0.5);
             }
         }
 
@@ -1403,8 +1395,25 @@
                 container.innerHTML = ''; // Clear loading
                 logDebug(`Data received. Nodes: ${data.nodes ? data.nodes.length : 0}, Links: ${data.links ? data.links.length : 0}`);
 
+                // FIX: Map backend data (label) to frontend expectations (name)
+                if (data.nodes) {
+                    data.nodes = data.nodes.map(n => {
+                        n.name = n.name || n.label || 'Unknown';
+                        if (!n.group) {
+                            if (n.type === 'Source') n.group = 1;
+                            else if (n.type === 'Entity') n.group = 1;
+                            else if (n.type === 'Claim') n.group = 2;
+                            else if (n.type === 'Evidence' && n.score > 0.7) n.group = 3;
+                            else if (n.type === 'Evidence') n.group = 4;
+                            else if (n.type === 'Metric') n.group = 3;
+                            else n.group = 2;
+                        }
+                        return n;
+                    });
+                }
+
                 if (!data.nodes || data.nodes.length === 0) {
-                    container.innerHTML = '<p style="text-align:center; padding:2rem; color:#6b6b8a; width:100%; display:flex; justify-content:center; align-items:center; height:100%;">Ayçune donnée ontologique disponible.</p>';
+                    container.innerHTML = '<p style="text-align:center; padding:2rem; color:#6b6b8a; width:100%; display:flex; justify-content:center; align-items:center; height:100%;">Aucune donnée ontologique disponible.</p>';
                     return;
                 }
 
@@ -1613,18 +1622,22 @@
             
             if(!overlay) return;
             
-            title.textContent = d.name;
+            title.textContent = d.name || d.label || 'Unknown';
             
             let typeColor = "#94a3b8";
             if(d.group === 1) typeColor = "#8b5cf6"; // Report
             if(d.group === 3) typeColor = "#22c55e"; // Good
             if(d.group === 4) typeColor = "#ef4444"; // Bad
             
+            // Use uri field if available, fallback to id
+            const displayUri = d.uri || d.id || 'N/A';
+            
             body.innerHTML = `
                 <div style="margin-bottom:0.5rem">
                     <span style="background:${typeColor}; color:white; padding:2px 6px; border-radius:4px; font-size:0.75rem;">${d.type || 'Unknown Type'}</span>
                 </div>
-                <div><strong>URI:</strong> <br><span style="font-family:monospace; color:#a855f7; word-break:break-all;">${d.id}</span></div>
+                <div><strong>URI:</strong> <br><span style="font-family:monospace; color:#a855f7; word-break:break-all;">${displayUri}</span></div>
+                ${d.score ? `<div style="margin-top:0.5rem"><strong>Score:</strong> ${(d.score * 100).toFixed(0)}%</div>` : ''}
             `;
             
             overlay.classList.add('visible');