Easy Read is an intelligent Streamlit-based Q&A system that lets you interact with any website’s content — like documentation pages or open-source project sites — by simply providing its URL. It automatically fetches the site’s sitemap, extracts text from pages, vectorizes the content using Sentence Transformers, and uses OpenAI’s GPT model to answer user queries in a conversational way.
🌐 Crawls website documentation automatically from its sitemap.xml.
🧩 Embeds page content using SentenceTransformer (all-MiniLM-L6-v2).
⚡ Semantic search powered by FAISS for fast similarity matching.
💬 AI answers generated via OpenAI Chat API .
🧱 Built with Streamlit for an interactive and elegant web UI.