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JelyTech - AI-Powered Chatbot Platform
February 2025

JelyTech - AI-Powered Chatbot Platform

Multi-tenant SaaS platform featuring RAG technology, Ollama AI integration, subscription management, and embeddable chatbot widgets for businesses.

About This Project

JelyTech is a comprehensive AI-powered chatbot platform designed for businesses that want to provide instant, intelligent customer support on their websites. The platform uses advanced Retrieval-Augmented Generation (RAG) technology combined with Ollama AI to deliver accurate, context-aware responses based on clients' own documentation and knowledge bases.

Key Features:

  • Multi-tenant architecture supporting multiple organizations
  • RAG (Retrieval-Augmented Generation) for accurate, document-based responses
  • Ollama AI integration with llama3 model
  • Document upload and processing (PDF, Word, Excel, Markdown, Text)
  • Subscription management with 4 tiers (Trial, Starter, Pro, Enterprise)
  • Team collaboration with role-based access control (Owner, Admin, Member)
  • Real-time analytics and reporting
  • Embeddable chatbot widget with full customization
  • Stripe integration for payments and billing
  • API access with webhooks for integrations
  • Multi-format document processing and chunking
  • Session management and conversation history

Technical Implementation: The platform consists of three main components: a Next.js 15 frontend for the dashboard, a Strapi CMS for backend management, and a Node.js/Express backend for AI processing. The RAG system breaks documents into chunks, retrieves relevant information based on user queries, and uses Ollama's llama3 model to generate natural, context-aware responses.

Business Impact: Enables businesses to deploy AI chatbots in minutes, provide 24/7 automated support, reduce support ticket volume, and improve customer satisfaction without requiring technical expertise.

Project Gallery

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Technologies Used

Next.js 15
Node.js
Express
Strapi CMS
Ollama AI
llama3
RAG Technology
Stripe
PostgreSQL
Docker
WebSocket
Real-time Analytics

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