Expected duration: 3 - 4 weeks Car Scraper Application
1. Scope A Python-based web application using Tailwind CSS for styling. The app allows users to search for car listings across five different websites (Carvana, Cars.com, AutoTrader, TrueCar, and CarMax) by leveraging the Browse.AI API.
2. Features • Search Button: Triggers the data-gathering robots. • Task Management: Tracks and waits for robots to complete tasks. • Data Display: Presents results in a user-friendly card layout with detailed car information.
3. Tech Stack • Backend: Python (Flask or FastAPI for API integration). • Frontend: Tailwind CSS for styling. • API Integration: Browse.AI for scraping and data retrieval o Documentation: https://www.browse.ai/docs/api/v2 o OpenAPI : https://api.browse.ai/v2/openapi • Deployment: Vercel, Vultr, or Digital Ocean.
4. User Flow Step 1: Initial Interface • A simple page with a search button and optional instructions. Step 2: Trigger Robot • User clicks "Search." • Backend triggers Browse.AI robots for. For simplicity, these robots will be pre-configured to a specific make, model, year, trim, and color, and each robot ID will be provided. o Carvana o Cars.com o AutoTrader o TrueCar o CarMax o Driveway • Browse.AI API key will be provided upon project approval. Step 3: Task Management • Retrieve taskID from the robot. • Poll Browse.AI API every 2–5 seconds to check the task status or utilize webhooks. Step 4: Fetch Results • Once a task is completed, retrieve results via Browse.AI API. • Aggregate and normalize data from all sources. Step 5: Display Results • Format the results in cards using Tailwind CSS. Each card includes: o Picture o Make o Model o Year o Trim o Color o Mileage o Price o Source o A button to view the car on the original website.
5. Key Components Frontend • Home Page: Search button and simple UI styled with Tailwind CSS. • Results Page: o A grid of cards displaying car details. o Tailwind CSS for responsive, modern design. Backend • API Routes: o /search (POST): Triggers robots and returns task IDs. o /results (GET): Polls task status and fetches results. • Utility Functions: o trigger_robot(robot_name): Makes API call to start the robot. o check_task_status(task_id): Polls Browse.AI for task status. o fetch_results(task_id): Retrieves and processes completed data.
6. API Integration • 1. Run a robot: o /POST: https://api.browse.ai/v2/robots/{robotId}/tasks o Headers: Include API Key as Bearer token. o Response: taskID = result.id o Docs: https://www.browse.ai/docs/api/v2#tag/tasks/operation/newRobotTask • 2. Determine task status: o 2a. Poll the task status: ▪ /GET: https://api.browse.ai/v2/robots/{robotId}/tasks/{taskId} ▪ Headers: Include API Key. ▪ Response: Task completion status. ▪ Docs: https://www.browse.ai/docs/api/v2#tag/tasks/operation/getRobotTask o 2b. (Alternate) Listen for Webhook “Task Finished” ▪ Docs: https://www.browse.ai/docs/api/v2#tag/webhooks/paths/taskWebhook/post • 3. Retrieve a task: o /GET: https://api.browse.ai/v2/robots/{robotId}/tasks/{taskId} o Headers: Include API Key. o Response: Scraped data. o Docs: https://www.browse.ai/docs/api/v2#tag/tasks/operation/getRobotTask
7. Tailwind CSS Components • Search Button: Large, centered button with hover effects. • Loader: Spinner to indicate task processing. • Cards: Responsive grid layout for displaying results with: o Image at the top. o Text sections for details. o A button with hover effect to view more.
8. Challenges & Solutions • Asynchronous Task Polling: Use Python's asyncio or Celery for efficient polling. • Data Normalization: Map diverse data structures from multiple robots to a unified format. • UI Consistency: Leverage Tailwind CSS utility classes for rapid and consistent styling.
9. Development Plan Phase 1: Setup • Create project structure (backend, frontend). • Configure Tailwind CSS and Browse.AI API. Phase 2: Backend • Build endpoints for triggering robots and fetching results. • Implement task polling logic or utilize webhooks. Phase 3: Frontend • Design the search page and results page. • Integrate Tailwind CSS components. Phase 4: Integration • Connect frontend to backend. • Test end-to-end functionality. Phase 5: Deployment • Deploy app to a shared GitHub repo. • Test on various devices for responsiveness.
Videomaker para Marca de Cuidado Capilar Category: Catch Phrases, Content Creation, Instagram Marketing, Slogans, Social Media Marketing, Video Editing, Video Production, Videography Budget: €30 - €250 EUR
02 Apr 2026 15:59 GMT
Specjalista Meta Ads do E-Commerce Category: Advertising, Content Creation, Conversion Rate Optimization, Digital Marketing, Facebook Ads, Graphic Design, Instagram Marketing, Social Media Marketing Budget: $30 - $250 USD
02 Apr 2026 15:59 GMT
Senior Data Scientist for Advanced LLM Workflow Category: A / B Testing, Artificial Intelligence, Data Analysis, Data Science, Hadoop, Machine Learning (ML), NumPy, Pandas, Python, SQL Budget: min $50 USD
West Bank Human Rights Calls in Arabic Category: Arabic Translator, Data Entry, Legal Research, Public Relations, Research, Research Writing Budget: $2 - $8 USD
02 Apr 2026 15:57 GMT
Modern Logo & Font for Fordj Category: Adobe Illustrator, Branding, Graphic Design, Illustration, Logo Design, Photoshop, Typography, Vector Design Budget: $10 - $30 AUD
02 Apr 2026 15:57 GMT
ITR Filing Website Development Category: Database Management, Full Stack Development, HTML, MySQL, PHP, Security, Web Development, Web Design Budget: ₹1500 - ₹12500 INR
02 Apr 2026 15:57 GMT
Company Site Verification in Jasło, Poland Category: Data Collection, Data Entry, Geolocation, Internet Research, Photo Editing, Photography, Remote Sensing Budget: $70 - $80 USD
02 Apr 2026 15:56 GMT
Micro task specialist Category: Copy Typing, Customer Service, Data Entry, Data Processing, Project Management, Research, Statistics, Time Management, Web Search Budget: $15 - $25 USD
ERP System with Mobile App for Manufacturing Category: Accounting, Android, Data Analytics, ERP, Inventory Management, IOS Development, IPhone, Mobile App Development, Odoo, PHP Budget: ₹1250 - ₹2500 INR
02 Apr 2026 15:51 GMT
Kundali System Repair on WordPress Category: API, Database Design, Database Management, MySQL, PHP, Web Development, WordPress Budget: ₹2000 - ₹3000 INR