Infinity AI Knowledge Hub

Customer: AI | Published: 03.03.2026

Infinity is the name I have reserved for an AI-driven web platform that functions first and foremost as an educational resource. I want a clean, scalable solution that lets anyone—from K-12 pupils to college, postgraduate or lifelong learners—store, organise, and retrieve knowledge in any field with the help of machine-learning features. Here is the vision in plain terms. Users create an account, upload or link their study material (PDFs, videos, lecture notes, articles or datasets), and the system instantly classifies, tags and indexes that content. A conversational AI layer (think ChatGPT-style) then allows them to ask questions, generate quick summaries, build flashcards, or create personalised study paths from their own resources plus open-access reference material pulled through APIs. The core deliverables I expect are: • Fully functional web app (desktop & mobile responsive) with user registration, dashboard and resource management • AI pipeline that handles ingestion, automatic tagging, semantic search and chat-based querying of stored content • Clean, intuitive UI/UX that keeps the experience frictionless for students at any level • Admin panel for moderating users, storage quotas and analytics • Deployment documentation and a short video walkthrough so I can demo the platform to stakeholders I have no hard preference on stack, but I do want modern, well-supported tools—TypeScript, Python, React, FastAPI, Node or similar make sense as long as we keep maintenance simple. For AI, transformer models served through OpenAI, Hugging Face or a self-hosted vector database are all acceptable; propose what you feel balances cost, speed and accuracy. Show me examples of previous AI-powered educational or knowledge-management products you have built, outline your timeline, and tell me how you would break the work into milestones.