YourSearchBox - AI-Powered Chatbot Platform with Web Scraping
Project Overview
YourSearchBox is an AI-powered search and chatbot platform that enables businesses to create intelligent chatbots. The platform automatically extracts content from websites using proxy services and transforms them into training data for chatbot knowledge bases.
Developed an AI-powered search and chatbot platform using MERN stack with TypeScript, implementing web scraping capabilities to automatically extract website content.
Built multi-tenant architecture supporting agency dashboard with client management, team collaboration, and role-based access control for managing multiple chatbot instances.
Integrated real-time communication using Socket.io for live chat functionality and implemented user authentication with email verification and password reset features.
Key Features
Web Scraping Capabilities
Implemented web scraping to automatically extract content from websites using proxy services and transform them into training data for chatbot knowledge bases.
Multi-tenant Architecture
Built architecture supporting agency dashboard with client management, team collaboration, and role-based access control for managing multiple chatbot instances.
Real-time Communication
Integrated Socket.io for live chat functionality enabling real-time interactions between users and chatbots.
User Authentication
Implemented secure user authentication with email verification and password reset features for seamless user experience.
Challenges & Solutions
Web Scraping at Scale
Extracting content from diverse websites with different structures while using proxy services efficiently was challenging.
Solution:
Developed robust scraping system with proxy rotation and content transformation pipelines to handle various website structures and create training data.
Multi-tenant Management
Managing multiple chatbot instances across different organizations with proper isolation and access control was complex.
Solution:
Built comprehensive multi-tenant architecture with role-based access control, client management, and team collaboration features.
Real-time Chat Performance
Maintaining real-time chat functionality across multiple concurrent sessions required optimization.
Solution:
Implemented Socket.io with optimized connection management and efficient message routing for live chat functionality.
Project Gallery
Search interface with AI suggestions
Analytics dashboard showing search metrics
Project Details
Timeline
Mar 2021 - Jun 2022
Company
Freelance Upwork
My Role
Full Stack Developer
Technologies Used
Testimonial
Junaid's work on our search platform transformed how our users find information. The AI-powered search capabilities he implemented have significantly improved user satisfaction and reduced support tickets.
Sarah Johnson
Product Manager at Jaydee Solutions