نحوّل أفكارك إلى
حلول رقمية مبتكرة

import tensorflow as tf
from transformers import pipeline
from fastapi import FastAPI

app = FastAPI()
analyzer = pipeline("sentiment-analysis")

class SmartPredictor:
    def __init__(self):
        self.model = tf.keras.load_model(
            "remotely_ai_v3.h5"
        )
        self.threshold = 0.85

    def predict(self, features):
        prediction = self.model.predict(features)
        confidence = float(prediction.max())
        return {
            "result": prediction.tolist(),
            "confidence": confidence,
            "reliable": confidence > self.threshold
        }

@app.post("/api/analyze")
async def analyze(text: str):
    sentiment = analyzer(text)
    predictor = SmartPredictor()
    return {"sentiment": sentiment}

import 'package:flutter/material.dart';
import 'package:provider/provider.dart';

class ProjectsScreen extends StatelessWidget {
  @override
  Widget build(BuildContext context) {
    final projects = context.watch<ProjectProvider>();

    return Scaffold(
      appBar: AppBar(
        title: Text('My Projects'),
        actions: [
          IconButton(
            icon: Icon(Icons.add),
            onPressed: () => _showNewProject(context),
          ),
        ],
      ),
      body: AnimatedList(
        itemCount: projects.items.length,
        itemBuilder: (ctx, index, animation) {
          return SlideTransition(
            position: animation.drive(
              Tween(begin: Offset(1, 0), end: Offset.zero),
            ),
            child: ProjectCard(
              project: projects.items[index],
            ),
          );
        },
      ),
    );
  }
}

const express = require('express')
const { authenticate } = require('./middleware/auth')
const { rateLimit } = require('express-rate-limit')

const router = express.Router()

const limiter = rateLimit({
  windowMs: 15 * 60 * 1000,
  max: 100,
  message: 'Too many requests'
})

router.get('/api/projects', authenticate, async (req, res) => {
  try {
    const projects = await Project
      .find({ owner: req.user.id })
      .sort({ createdAt: -1 })
      .populate('team', 'name avatar')
      .lean()

    res.json({
      success: true,
      count: projects.length,
      data: projects
    })
  } catch (err) {
    res.status(500).json({
      success: false,
      error: 'Server error'
    })
  }
})