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How to build Shipping integration with Lovable?

Learn how to build a seamless shipping integration with Lovable. Follow our step-by-step guide to simplify logistics, boost efficiency, and streamline fulfillment.

Matt Graham, CEO of Rapid Developers

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How to build Shipping integration with Lovable?

 
Understanding the Shipping Integration with Lovable
 

This guide explains how to integrate shipping functionality into your Lovable project. We will add necessary code snippets, create new files, and show you exactly where to insert the code. Since Lovable does not have a terminal, every dependency installation is handled through direct code addition or configuration.

 
Prerequisites and Initial Setup
 

  • A Lovable account with access to your project’s code editor.
  • Basic understanding of JavaScript.
  • The main application file (for example, app.js) where the core code resides.
  • A file named package.json that you can edit for dependency declarations.

Note: To include external dependencies, you will add them directly in your package.json file. For example, if you need an HTTP client, add it in the dependencies section as shown later.

 
Step 1: Adding Required Dependencies
 

Since Lovable does not have a terminal, we add dependencies directly into the package.json file. Open the package.json file in your code editor and locate the dependencies section. Insert the following code snippet to add the HTTP client library "axios" for API calls:


"dependencies": {
    "axios": "^0.21.1",
    // ... other dependencies
}

Save the changes. Lovable will pick up these dependency details automatically.

 
Step 2: Creating the Shipping Integration Module
 

Create a new file in your project named shippingIntegration.js. This file will contain functions that call the external shipping API and handle responses.

Insert the following code snippet into the shippingIntegration.js file:


// Import the axios library for making API requests
const axios = require('axios');

// Replace the placeholder URL with the actual shipping API endpoint provided by Lovable
const SHIPPING_API_URL = 'https://api.lovable.com/shipping';

// Function to calculate shipping charges
function calculateShipping(orderDetails) {
    // Example orderDetails: { weight: 2.5, destination: 'US', dimensions: { length: 10, width: 5, height: 4 } }
    return axios.post(SHIPPING_API_URL + '/calculate', orderDetails)
        .then(response => {
            // Process the response from the shipping API
            return response.data;
        })
        .catch(error => {
            console.error('Error calculating shipping:', error);
            return null;
        });
}

// Optionally, add more functions to handle different shipping-related tasks
function trackShipment(trackingNumber) {
    return axios.get(SHIPPING_API_URL + '/track/' + trackingNumber)
        .then(response => response.data)
        .catch(error => {
            console.error('Error tracking shipment:', error);
            return null;
        });
}

// Export the functions to use them in other parts of your application
module.exports = {
    calculateShipping,
    trackShipment
};

Save the file after inserting the code.

 
Step 3: Integrating Shipping Functions into the Main Application
 

Now, open your main application file (for example, app.js). In this file, you will import and use the shipping integration functions when needed.

Add the following code snippet in your app.js file at the beginning (or in the section where you handle orders):


// Import the shipping integration module
const shippingIntegration = require('./shippingIntegration');

// Example function to handle a new order
function handleNewOrder(orderDetails) {
    // Other order processing tasks may be here

    // Calculate shipping for the order using the shippingIntegration module
    shippingIntegration.calculateShipping(orderDetails)
        .then(shippingInfo => {
            if (shippingInfo) {
                console.log('Shipping information:', shippingInfo);
                // Proceed with order processing using the shipping info received
            } else {
                console.error('Failed to retrieve shipping information.');
            }
        });
}

// Example usage with a dummy order
let exampleOrder = {
    weight: 2.5,
    destination: 'US',
    dimensions: { length: 10, width: 5, height: 4 }
};

handleNewOrder(exampleOrder);

Place this code in a logical location within your main file where order processing occurs. Save the file when you are done.

 
Step 4: Configuring API Credentials and Additional Settings
 

For secure integration, the shipping API might require API keys or other credentials. Open your configuration file (if you have one) or add environment variables within your Lovable project settings. Since Lovable uses a code-based configuration, you might add a configuration file (for example, config.js).

Create a new file called config.js with the following code snippet:


module.exports = {
    SHIPPING_API_KEY: 'your_api_key\_here',
    // Add other configuration details as needed
};

Then, update your shippingIntegration.js file to use these credentials. Modify the top of the file as follows:


const axios = require('axios');
const config = require('./config');

// Use the API key in the headers of your API requests
const SHIPPING_API_URL = 'https://api.lovable.com/shipping';

function calculateShipping(orderDetails) {
    return axios.post(SHIPPING_API_URL + '/calculate', orderDetails, {
            headers: {
                'Authorization': 'Bearer ' + config.SHIPPING_API_KEY
            }
        })
        .then(response => response.data)
        .catch(error => {
            console.error('Error calculating shipping:', error);
            return null;
        });
}

// ... rest of the code remains the same

This setup ensures that your API key is not hard-coded directly into your integration code.

 
Step 5: Testing the Shipping Integration
 

After integrating the shipping functions, test the implementation by creating a simulated order. In your main application file (app.js), you have already included a test call to handleNewOrder. Save all your changes and run your application from within Lovable.

To test:

  • Review the console logs to verify that shipping information is being calculated and printed correctly.
  • If there is an error, check the error messages in the console to debug and adjust API URLs or keys accordingly.

Once the test call confirms that your integration is working correctly, you can integrate real order data from your production code.

 
Final Notes
 

  • Ensure that your API key and endpoint URL are correct as per Lovable's shipping API documentation.
  • Refactor and add error handling as needed to support your production use cases.
  • Remember to test all shipping-related functions thoroughly before going live.

This complete guide provides step-by-step instructions to build a shipping integration with Lovable. Follow each step carefully, and insert the provided code snippets in the specified files to achieve a smooth integration process.

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How to build shipping integration with Lovable

const express = require('express');
const axios = require('axios');

const app = express();
app.use(express.json());

app.post('/create-shipment', async (req, res) => {
  try {
    const { sender, recipient, parcels } = req.body;
    if (!sender || !recipient || !parcels) {
      return res.status(400).json({ error: 'Missing required shipment details.' });
    }

    const shipmentData = {
      sender: {
        name: sender.name,
        email: sender.email,
        address: {
          street: sender.street,
          city: sender.city,
          state: sender.state,
          postalCode: sender.postalCode,
          country: sender.country
        }
      },
      recipient: {
        name: recipient.name,
        email: recipient.email,
        address: {
          street: recipient.street,
          city: recipient.city,
          state: recipient.state,
          postalCode: recipient.postalCode,
          country: recipient.country
        }
      },
      parcels: parcels.map(parcel => ({
        weight: parcel.weight,
        dimensions: {
          length: parcel.length,
          width: parcel.width,
          height: parcel.height
        },
        content: parcel.content || 'General Merchandise'
      })),
      metadata: {
        createdAt: new Date().toISOString(),
        reference: req.body.reference || 'N/A'
      }
    };

    const apiResponse = await axios.post('https://api.lovable.com/v1/shipments', shipmentData, {
      headers: {
        'Authorization': `Bearer ${process.env.LOVABLE_API_KEY}`,
        'Content-Type': 'application/json'
      }
    });

    res.status(200).json(apiResponse.data);
  } catch (err) {
    res.status(500).json({ error: 'Shipment integration failed', details: err.message });
  }
});

const PORT = process.env.PORT || 3000;
app.listen(PORT, () => {
  console.log(`Server running on port ${PORT}`);
});

How to Build a Lovable Shipping Integration with Flask

from flask import Flask, request, jsonify
import requests
import datetime
import os

app = Flask(**name**)
LOVABLE_TOKEN_URL = "https://api.lovable.com/oauth/token"
LOVABLE_SHIPMENT_URL = "https://api.lovable.com/v1/shipments"

def get_access_token():
    data = {
        "grant_type": "client_credentials",
        "client_id": os.environ.get("LOVABLE_CLIENT\_ID"),
        "client_secret": os.environ.get("LOVABLE_CLIENT\_SECRET")
    }
    response = requests.post(LOVABLE_TOKEN_URL, data=data)
    response.raise_for_status()
    return response.json()["access\_token"]

@app.route("/api/v2/shipments", methods=["POST"])
def create\_shipment():
    shipment = request.json
    if not shipment.get("sender") or not shipment.get("recipient"):
        return jsonify({"error": "Both sender and recipient information are required."}), 400

    # Enhance shipment data with timestamp and unique reference
    shipment["metadata"] = {
        "timestamp": datetime.datetime.utcnow().isoformat() + "Z",
        "reference\_id": f"SHIP-{int(datetime.datetime.utcnow().timestamp())}"
    }

    token = get_access_token()
    headers = {
        "Authorization": f"Bearer {token}",
        "Content-Type": "application/json"
    }

    try:
        lov_response = requests.post(LOVABLE_SHIPMENT\_URL, json=shipment, headers=headers)
        lov_response.raise_for\_status()
        return jsonify(lov_response.json()), lov_response.status\_code
    except requests.HTTPError as err:
        return jsonify({"error": "Error from Lovable API", "details": str(err)}), 500

if **name** == "**main**":
    app.run(port=5000, debug=True)

How to Build a Shipping Integration with Lovable Using Spring Boot


package com.example.lovableintegration;

import org.springframework.beans.factory.annotation.Value;
import org.springframework.http.\*;
import org.springframework.web.bind.annotation.\*;
import org.springframework.web.client.RestTemplate;

import java.time.Instant;
import java.util.HashMap;
import java.util.Map;

@RestController
@RequestMapping("/api/shipping")
public class ShippingController {

    @Value("${lovable.api.key}")
    private String apiKey;

    private final RestTemplate restTemplate = new RestTemplate();

    @PostMapping("/create")
    public ResponseEntity createShipment(@RequestBody Map payload) {
        if (!payload.containsKey("sender") || !payload.containsKey("recipient")) {
            return ResponseEntity.badRequest().body("Sender and recipient details are required.");
        }

        Map metadata = new HashMap<>();
        metadata.put("timestamp", Instant.now().toString());
        metadata.put("reference", "REF-" + Instant.now().toEpochMilli());
        payload.put("metadata", metadata);

        HttpHeaders headers = new HttpHeaders();
        headers.setContentType(MediaType.APPLICATION\_JSON);
        headers.set("Authorization", "Bearer " + apiKey);

        HttpEntity> requestEntity = new HttpEntity<>(payload, headers);
        String lovableUrl = "https://api.lovable.com/v1/shipments";

        ResponseEntity response = restTemplate.exchange(lovableUrl, HttpMethod.POST, requestEntity, String.class);
        return new ResponseEntity<>(response.getBody(), response.getStatusCode());
    }
}

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Matt Graham, CEO of Rapid Developers

Book a call with an Expert

Starting a new venture? Need to upgrade your web app? RapidDev builds application with your growth in mind.

Book a free No-Code consultation

Best Practices for Building a Shipping integration with AI Code Generators

 
Introduction to Shipping Integration with AI Code Generators
 
This guide walks you through the best practices for building a shipping integration using AI code generators. The process explains how to connect shipping data with automated code generation to streamline operations, ideal for non-technical users.

 
Prerequisites
 

  • A basic understanding of shipping processes (like tracking and label generation).
  • Access to an AI code generator tool that can generate integration code.
  • Credentials for any shipping carriers (UPS, FedEx, DHL, etc.) that you plan to integrate.
  • A cloud platform or server to host your integration.
  • Access to API documentation for the shipping carriers.

 
Understanding Your Shipping Integration Needs
 

  • Identify which shipping tasks need integration (e.g., label creation, tracking updates, rate calculations).
  • Define the data flow between your system and the shipping carrier’s API.
  • Decide how the AI code generator fits into your process to automate code generation based on your requirements.

 
Setting Up Your Development Environment
 

  • Choose a code editor or Integrated Development Environment (IDE) that is easy to use.
  • Install necessary programming languages and libraries. For example, if your AI code generator supports Python:
    • 
      pip install requests
      # Other libraries may include JSON handling and logging
            
  • Ensure that you have network access to the shipping carriers' APIs for testing and development.

 
Choosing the Right AI Code Generator
 

  • Research and select an AI code generator that matches the programming language of your shipping application.
  • Check if the tool offers features like customization of code templates to match your integration needs.
  • Review documentation and user guides provided by the AI code generator platform for smooth setup.

 
Configuring the AI Code Generator for Shipping Tasks
 

  • Input specific parameters into the AI tool such as shipping carrier API endpoints, authentication methods, and request format examples.
  • Customize the code template generated by the AI tool to ensure it matches the expected data structures of the shipping carriers.
  • For instance, an AI tool might generate a snippet for sending a shipping request. The code snippet might look like this:
    
    import requests
    
    

    url = "https://api.shippingcarrier.com/create\_label"
    payload = {
    "api_key": "YOUR_API_KEY",
    "package_details": {
    "weight": 2.5,
    "dimensions": {"length": 10, "width": 5, "height": 4},
    "destination": "ADDRESS_DETAILS"
    }
    }

    response = requests.post(url, json=payload)
    print(response.json())


 
Implementing Error Handling and Logging
 

  • Ensure that the integration includes error handling to capture and report issues during the shipping process.
  • Implement logging to record API responses, errors, and transaction details. This helps in debugging and monitoring performance.
  • An example snippet for error handling might be:
    
    try:
        response = requests.post(url, json=payload)
        response.raise_for_status()  # Check for HTTP errors
    except requests.exceptions.HTTPError as errh:
        print("HTTP Error:", errh)
    except requests.exceptions.ConnectionError as errc:
        print("Error Connecting:", errc)
    except requests.exceptions.Timeout as errt:
        print("Timeout Error:", errt)
    except requests.exceptions.RequestException as err:
        print("Unexpected Error:", err)
        

 
Validating API Responses and Data Formats
 

  • Review the API response format provided by the shipping carrier.
  • Validate incoming data to ensure that your application processes the shipping information correctly.
  • If necessary, include data mapping functions to convert the API data into a format usable by your application.

 
Testing Your Shipping Integration
 

  • Before deploying, simulate shipping transactions using test API keys and sandbox environments provided by many shipping carriers.
  • Record the generated output from the AI code generator and compare it with expected results.
  • Conduct both manual and automated tests to ensure all parts of the system communicate correctly.

 
Deploying Your Integration
 

  • After successful testing, deploy your integration to your production environment.
  • Ensure that any sensitive information such as API keys is securely stored as environment variables.
  • Monitor the application closely during the initial phase to catch and fix any issues early.

 
Maintaining and Updating Your Shipping Integration
 

  • Regularly update your integration to handle any changes in shipping carriers’ API specifications.
  • Continuously train or update the AI code generator with new patterns or templates to reduce manual intervention.
  • Keep logs and monitor performance over time to identify areas that may require future improvements.

 
Conclusion
 

  • Building a shipping integration with AI code generators pairs modern automation with streamlined shipping processes.
  • Following these best practices ensures a robust, error-resistant, and maintainable shipping system that evolves with your business needs.

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