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secutorpro commited on Jan 31

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d6d3f49

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1 Parent(s): a779b0e

ajoute les api et faire avancer la technolgie avec l'ia

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Files changed (4) hide show

index.html +91 -10
js/ai-core.js +107 -0
js/api-service.js +140 -0
script.js +37 -0

index.html CHANGED Viewed

@@ -1,3 +1,5 @@
 <!DOCTYPE html>
 <html lang="fr">
 <head>
@@ -319,12 +321,19 @@
                         </span>
                     </div>
                 </div>
-                <div class="flex items-center gap-4">
-                    <button class="relative p-2 text-gray-400 hover:text-white transition-colors">
-                        <i data-feather="bell" class="w-5 h-5"></i>
-                        <span class="absolute top-1 right-1 w-2 h-2 bg-danger-500 rounded-full"></span>
-                    </button>
-                    <button class="p-2 text-gray-400 hover:text-white transition-colors">
                         <i data-feather="maximize-2" class="w-5 h-5"></i>
                     </button>
                     <button class="px-4 py-2 bg-primary-500 hover:bg-primary-600 text-white text-sm font-medium rounded-lg transition-colors flex items-center gap-2">
@@ -908,12 +917,84 @@
             </div>
         </aside>
     </div>
-    <!-- Components -->
     <script src="components/graph-visualization.js"></script>
     <script src="components/charts.js"></script>
     <script src="script.js"></script>
     <script>feather.replace();</script>
-<script src="https://huggingface.co/deepsite/deepsite-badge.js"></script>
 </body>
-</html>

 <!DOCTYPE html>
 <html lang="fr">
 <head>
                         </span>
                     </div>
                 </div>
+                    <div class="flex items-center gap-4">
+                        <div class="flex items-center gap-2 px-3 py-1.5 bg-secondary-800 rounded-lg border border-secondary-700">
+                            <span class="relative flex h-2 w-2">
+                              <span class="animate-ping absolute inline-flex h-full w-full rounded-full bg-green-400 opacity-75"></span>
+                              <span class="relative inline-flex rounded-full h-2 w-2 bg-green-500"></span>
+                            </span>
+                            <span class="text-xs text-gray-400 font-mono">API: ONLINE</span>
+                        </div>
+                        <button class="relative p-2 text-gray-400 hover:text-white transition-colors">
+                            <i data-feather="bell" class="w-5 h-5"></i>
+                            <span class="absolute top-1 right-1 w-2 h-2 bg-danger-500 rounded-full"></span>
+                        </button>
+<button class="p-2 text-gray-400 hover:text-white transition-colors">
                         <i data-feather="maximize-2" class="w-5 h-5"></i>
                     </button>
                     <button class="px-4 py-2 bg-primary-500 hover:bg-primary-600 text-white text-sm font-medium rounded-lg transition-colors flex items-center gap-2">
             </div>
         </aside>
     </div>
+    <!-- AI & API Components -->
+    <script src="js/ai-core.js"></script>
+    <script src="js/api-service.js"></script>
     <script src="components/graph-visualization.js"></script>
     <script src="components/charts.js"></script>
     <script src="script.js"></script>
     <script>feather.replace();</script>
+    <!-- AI Cortex Neural Interface -->
+    <div id="ai-cortex-overlay" class="fixed inset-0 bg-black/80 backdrop-blur-sm z-50 hidden flex items-center justify-center">
+        <div class="glass p-8 rounded-2xl border border-primary-500/30 max-w-2xl w-full mx-4 relative overflow-hidden">
+            <button onclick="toggleAICortex()" class="absolute top-4 right-4 text-gray-400 hover:text-white">
+                <i data-feather="x" class="w-6 h-6"></i>
+            </button>
+            <div class="text-center mb-8">
+                <div class="w-20 h-20 mx-auto bg-gradient-to-br from-primary-500 to-purple-600 rounded-full flex items-center justify-center mb-4 relative">
+                    <i data-feather="cpu" class="w-10 h-10 text-white"></i>
+                    <div class="absolute inset-0 rounded-full border-2 border-primary-400 animate-ping opacity-25"></div>
+                </div>
+                <h2 class="text-2xl font-bold text-white">Neural Cortex AI</h2>
+                <p class="text-gray-400 mt-2">Deep Learning Fraud Detection Engine</p>
+            </div>
+            <div class="space-y-4">
+                <div class="bg-secondary-800/50 rounded-xl p-4">
+                    <div class="flex justify-between items-center mb-2">
+                        <span class="text-sm text-gray-400">Processing Model</span>
+                        <span class="text-xs text-primary-400 font-mono">SPECTRE-V4-TRANSFORMER</span>
+                    </div>
+                    <div class="w-full bg-secondary-700 rounded-full h-2 mb-2">
+                        <div class="bg-gradient-to-r from-primary-500 to-purple-500 h-2 rounded-full animate-pulse" style="width: 75%"></div>
+                    </div>
+                    <div class="flex justify-between text-xs text-gray-500">
+                        <span>Pattern Recognition</span>
+                        <span id="ai-progress">75% Complete</span>
+                    </div>
+                </div>
+                <div class="grid grid-cols-2 gap-4">
+                    <div class="bg-secondary-800/50 rounded-xl p-4 text-center">
+                        <p class="text-3xl font-bold text-primary-400" id="ai-confidence">99.7%</p>
+                        <p class="text-xs text-gray-500">Confidence Score</p>
+                    </div>
+                    <div class="bg-secondary-800/50 rounded-xl p-4 text-center">
+                        <p class="text-3xl font-bold text-purple-400" id="ai-patterns">847</p>
+                        <p class="text-xs text-gray-500">Patterns Analyzed</p>
+                    </div>
+                </div>
+                <div class="bg-gradient-to-r from-danger-500/10 to-warning-500/10 border border-danger-500/20 rounded-xl p-4">
+                    <div class="flex items-center gap-2 mb-2">
+                        <i data-feather="alert-triangle" class="w-4 h-4 text-danger-400"></i>
+                        <span class="font-medium text-danger-400">AI Anomaly Detection</span>
+                    </div>
+                    <p class="text-sm text-gray-300" id="ai-insight">
+                        Analyzing transaction velocity anomalies and cross-referencing with 50M+ known fraud patterns...
+                    </p>
+                </div>
+            </div>
+            <div class="mt-6 flex gap-3">
+                <button class="flex-1 py-3 bg-primary-500 hover:bg-primary-600 text-white rounded-lg font-medium transition-all flex items-center justify-center gap-2">
+                    <i data-feather="play" class="w-4 h-4"></i>
+                    Run Analysis
+                </button>
+                <button class="flex-1 py-3 bg-secondary-700 hover:bg-secondary-600 text-white rounded-lg font-medium transition-all flex items-center justify-center gap-2">
+                    <i data-feather="download" class="w-4 h-4"></i>
+                    Export Report
+                </button>
+            </div>
+        </div>
+    </div>
+    <!-- Floating AI Assistant -->
+    <button onclick="toggleAICortex()" class="fixed bottom-6 right-6 w-14 h-14 bg-gradient-to-br from-primary-500 to-purple-600 rounded-full shadow-lg shadow-primary-500/30 flex items-center justify-center hover:scale-110 transition-transform z-40">
+        <i data-feather="cpu" class="w-6 h-6 text-white"></i>
+        <span class="absolute -top-1 -right-1 w-4 h-4 bg-green-500 rounded-full animate-pulse border-2 border-secondary-900"></span>
+    </button>
 </body>
+</html>

js/ai-core.js ADDED Viewed

	@@ -0,0 +1,107 @@

+/**
+ * AI Core Module
+ * Neural Network Simulation for Financial Fraud Detection
+ */
+class AICore {
+    constructor() {
+        this.apiEndpoint = '/api/v1/ai';
+        this.isProcessing = false;
+        this.models = {
+            fraudDetection: 'SPECTRE-V4-TRANSFORMER',
+            riskScoring: 'RISK-NET-XL',
+            nlpAnalysis: 'DOCUMENT-AI-V3'
+        };
+    }
+    /**
+     * Analyze a specific entity using ML models
+     */
+    async analyzeEntity(entityId) {
+        console.log(`🤖 AI Core: Analyzing entity ${entityId}...`);
+        // Simulate API call delay
+        await this.delay(800);
+        // Mock AI analysis result
+        return {
+            entityId: entityId,
+            riskScore: Math.floor(Math.random() * 30) + 70, // High risk simulation
+            anomalies: [
+                { type: 'VELOCITY_SPIKE', severity: 'HIGH', description: 'Transaction volume increased by 400% in last 24h' },
+                { type: 'STRUCTURE_ANOMALY', severity: 'MEDIUM', description: 'Nested entity structure detected' },
+                { type: 'GEO_ANOMALY', severity: 'LOW', description: 'Transactions from unexpected jurisdictions' }
+            ],
+            predictedOutcome: 'LIKELY_FRAUDULENT',
+            confidence: 0.96,
+            recommendations: [
+                'Flag for manual review',
+                'Cross-reference with PEP databases',
+                'Request source of funds documentation'
+            ]
+        };
+    }
+    /**
+     * Global Risk Analysis
+     */
+    async analyzeGlobalRisk() {
+        console.log('🌍 AI Core: Running global risk assessment...');
+        await this.delay(1200);
+        return {
+            globalRiskScore: 78, // Out of 100
+            threatLevel: 'ELEVATED',
+            activeThreats: 12,
+            networkAnomalies: 47,
+            predictions: {
+                nextWeekRisk: 0.82,
+                likelyAttackVector: 'Supply Chain Compromise',
+                affectedSectors: ['Banking', 'Crypto', 'Real Estate']
+            }
+        };
+    }
+    /**
+     * Natural Language Processing for Report Generation
+     */
+    async generateReport(entityId) {
+        await this.delay(2000);
+        return {
+            summary: "This entity exhibits classic markers of a shell company structure...",
+            sentiment: "NEGATIVE",
+            keyPhrases: ["shell company", "fund layering", "round-tripping"],
+            entitiesMentioned: ["Cayman Islands", "Delaware", "Offshore Account"]
+        };
+    }
+    /**
+     * Pattern Matching against known fraud databases
+     */
+    async matchPatterns(entityData) {
+        console.log('🔍 AI Core: Matching patterns against fraud database...');
+        await this.delay(600);
+        // Simulate matching logic
+        const matchScore = Math.random();
+        return {
+            matchesFound: matchScore > 0.7 ? 5 : 0,
+            matchType: matchScore > 0.7 ? 'KNOWN_FRAUD_PATTERN' : 'NO_MATCH',
+            similarCases: matchScore > 0.7 ? [
+                { caseId: 'CASE-2024-001', similarity: 0.94 },
+                { caseId: 'CASE-2023-287', similarity: 0.89 }
+            ] : []
+        };
+    }
+    /**
+     * Utility: Simulate API delay
+     */
+    delay(ms) {
+        return new Promise(resolve => setTimeout(resolve, ms));
+    }
+}
+// Export for use in other scripts
+window.AICore = AICore;

js/api-service.js ADDED Viewed

	@@ -0,0 +1,140 @@

+/**
+ * API Service Layer
+ * Handles all external API communications for Spectre Analytics
+ */
+const API_CONFIG = {
+    baseUrl: 'https://api.spectre-analytics.internal/v1',
+    timeout: 30000,
+    retryAttempts: 3,
+    headers: {
+        'Content-Type': 'application/json',
+        'X-API-Key': 'spectre_secure_key_xxxx',
+        'Authorization': 'Bearer <token>'
+    }
+};
+class APIService {
+    constructor() {
+        this.baseUrl = API_CONFIG.baseUrl;
+        this.cache = new Map();
+    }
+    /**
+     * Generic GET request
+     */
+    async get(endpoint, params = {}) {
+        const url = new URL(`${this.baseUrl}${endpoint}`);
+        Object.keys(params).forEach(key => url.searchParams.append(key, params[key]));
+        return this.request('GET', url.toString());
+    }
+    /**
+     * Generic POST request
+     */
+    async post(endpoint, data) {
+        return this.request('POST', `${this.baseUrl}${endpoint}`, data);
+    }
+    /**
+     * Core request handler with error handling
+     */
+    async request(method, url, data = null) {
+        const options = {
+            method,
+            headers: API_CONFIG.headers
+        };
+        if (data) {
+            options.body = JSON.stringify(data);
+        }
+        try {
+            // In production, this would be a real fetch call
+            // For demo, we simulate the response
+            console.log(`📡 API Request: ${method} ${url}`);
+            return this.simulateResponse(method, url);
+        } catch (error) {
+            console.error(`API Error: ${error.message}`);
+            return this.handleError(error);
+        }
+    }
+    /**
+     * Simulate API responses for demo purposes
+     */
+    simulateResponse(method, url) {
+        // Simulate network delay
+        const delay = Math.random() * 500 + 200;
+        return new Promise(resolve => {
+            setTimeout(() => {
+                if (url.includes('/entities')) {
+                    resolve({ success: true, data: window.entityData || [] });
+                } else if (url.includes('/alerts')) {
+                    resolve({
+                        success: true,
+                        data: [
+                            { id: 1, type: 'HIGH_RISK', message: 'Suspicious activity detected', timestamp: new Date() },
+                            { id: 2, type: 'MEDIUM_RISK', message: 'Pattern anomaly', timestamp: new Date() }
+                        ]
+                    });
+                } else {
+                    resolve({ success: true, data: { status: 'ok' } });
+                }
+            }, delay);
+        });
+    }
+    /**
+     * Error handling
+     */
+    handleError(error) {
+        return {
+            success: false,
+            error: error.message,
+            timestamp: new Date().toISOString()
+        };
+    }
+    /**
+     * Entity Endpoints
+     */
+    async getEntities(filters = {}) {
+        return this.get('/entities', filters);
+    }
+    async getEntityById(id) {
+        return this.get(`/entities/${id}`);
+    }
+    async createEntity(data) {
+        return this.post('/entities', data);
+    }
+    /**
+     * Investigation Endpoints
+     */
+    async createInvestigation(entityId) {
+        return this.post('/investigations', { entityId, timestamp: new Date() });
+    }
+    async getInvestigations() {
+        return this.get('/investigations');
+    }
+    /**
+     * Alert Endpoints
+     */
+    async getAlerts() {
+        return this.get('/alerts');
+    }
+    async acknowledgeAlert(alertId) {
+        return this.post(`/alerts/${alertId}/acknowledge`, {});
+    }
+}
+// Initialize API service
+window.apiService = new APIService();

script.js CHANGED Viewed

@@ -1,17 +1,54 @@
 /**
  * Spectre Analytics Dashboard - Main JavaScript
  * Financial Fraud Detection & Investigation Platform
  */
 document.addEventListener('DOMContentLoaded', () => {
     // Initialize all components
     initializeDashboard();
     initializeGraphVisualization();
     initializeCharts();
     initializeEventListeners();
     startRealTimeUpdates();
 });
 /**
  * Dashboard Core Initialization
  */

 /**
  * Spectre Analytics Dashboard - Main JavaScript
  * Financial Fraud Detection & Investigation Platform
+ * Enhanced with AI Integration
  */
 document.addEventListener('DOMContentLoaded', () => {
+    // Initialize AI Core
+    window.aiCore = new AICore();
     // Initialize all components
     initializeDashboard();
     initializeGraphVisualization();
     initializeCharts();
     initializeEventListeners();
     startRealTimeUpdates();
+    // Run initial AI analysis
+    runInitialAIAnalysis();
 });
+/**
+ * Run Initial AI Analysis
+ */
+async function runInitialAIAnalysis() {
+    console.log('🤖 Initializing AI Cortex...');
+    try {
+        const analysis = await window.aiCore.analyzeGlobalRisk();
+        updateDashboardWithAI(analysis);
+    } catch (error) {
+        console.error('AI Analysis failed:', error);
+    }
+}
+/**
+ * Update Dashboard with AI Insights
+ */
+function updateDashboardWithAI(data) {
+    // Update AI-driven stats
+    if (data.globalRiskScore) {
+        const riskElement = document.getElementById('ai-risk-score');
+        if (riskElement) riskElement.textContent = data.globalRiskScore;
+    }
+    // Animate the AI cortex button
+    const cortexBtn = document.querySelector('button[onclick="toggleAICortex()"]');
+    if (cortexBtn) {
+        cortexBtn.classList.add('pulse-green');
+    }
+}
 /**
  * Dashboard Core Initialization
  */