Projects
Multimedia RAG System — AI-Powered Semantic Search for Images, Audio & Video Using GPT-4o and Qdrant
An open-source, production-ready Multimedia RAG system that uses GPT-4o, Whisper, and Qdrant to enable natural language semantic search across images, audio, and video — with timestamps, OCR, and real-time processing status.
Category:Web Application
Website RAG Chatbot — AI-Powered Website Search & Chat with GPT-4o and Vector Embeddings
An AI chatbot that scrapes, indexes, and chats with any website using RAG, GPT-4o, and vector search — with a one-line embeddable widget for any platform.
Category:Web Application
Technologies:AI & Machine Learning| Axios| BeautifulSoup4| Docker & Docker Compose| FastAPI| Frontend| headless + stealth mode)| OpenAI GPT-4o| OpenAI text-embedding-3-large| Playwright (Chromium| Prompt Engineering| Pydantic v2| Python 3.11| Qdrant| React 18| React Router| Retrieval-Augmented Generation (RAG)| Sitemap parsing & robots.txt compliance| Tailwind CSS| TypeScript| Uvicorn| Vector Databases| Vite| Web Scraping
Smart Book Reader Web - AI-Powered Multi-Document Search & RAG System
An AI-powered document intelligence platform using RAG architecture that enables semantic search across multiple PDFs, delivering GPT-generated answers with precise page citations—perfect for legal research, academic analysis, and enterprise document management.
Category:Web Application
Load More