Update app.py

app.py

@@ -877,5 +877,57 @@ def chat():
         return jsonify({'response': f"📊 Память: {len(chat_memory.data)} пар, Шагов: {agent.total_steps}"})
     
     elif message == '/train':
-        return json
-        
+        return jsonify({'response': start_training()})
+    
+    else:
+        return jsonify({'response': "🤖 Команды: /ai, /data, /stats, /train"})
+
+@app.route('/train', methods=['POST'])
+def train_route():
+    return jsonify({'message': start_training()})
+
+@app.route('/stats', methods=['GET'])
+def stats_route():
+    global is_training, agent, chat_memory
+    return jsonify({
+        'memory_size': len(chat_memory.data),
+        'steps': agent.total_steps,
+        'epsilon': round(agent.epsilon, 3),
+        'best_score': agent.best_score,
+        'training': is_training
+    })
+
+def start_training():
+    global is_training, training_thread, agent
+    
+    if is_training:
+        return "⏳ Уже тренируется!"
+    
+    is_training = True
+    
+    def train():
+        global is_training, agent
+        try:
+            for ep in range(100):
+                if not is_training:
+                    break
+                agent.train_episode()
+                if ep % 10 == 0:
+                    print(f"📊 Episode {ep}: Epsilon={agent.epsilon:.3f}")
+                if ep % 20 == 0:
+                    agent.save_model()
+        except Exception as e:
+            print(f"❌ Ошибка: {e}")
+        finally:
+            is_training = False
+    
+    training_thread = threading.Thread(target=train)
+    training_thread.start()
+    return "🚀 Тренировка запущена!"
+
+# =====================================================
+# 7. ЗАПУСК
+# =====================================================
+
+if __name__ == '__main__':
+    app.run(host='0.0.0.0', port=7860)