Create AIService.js

dapps-builder/src/services/AIService.js

@@ -0,0 +1,35 @@
+import { AIEngine } from '../components/AIEngine';
+import { preprocessData } from '../components/AIEngine/utils';
+
+class AIService {
+    constructor() {
+        this.model = null;
+    }
+
+    async train(data) {
+        const processedData = preprocessData(data);
+        this.model = await AIEngine.train(processedData);
+        return this.model;
+    }
+
+    async loadModel(modelPath) {
+        this.model = await AIEngine.load(modelPath);
+        return this.model;
+    }
+
+    async predict(input) {
+        if (!this.model) {
+            throw new Error('Model not loaded or trained.');
+        }
+        return await AIEngine.predict(this.model, input);
+    }
+
+    async saveModel(path) {
+        if (!this.model) {
+            throw new Error('Model not trained or loaded.');
+        }
+        await AIEngine.saveModel(this.model, path);
+    }
+}
+
+export default new AIService();