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Getting Started

Welcome to DocWeb, the AI-powered documentation visualization and exploration platform.

DocWeb transforms static website documentation into interactive, neural-brain-style graph visualizations with an intelligent chatbot assistant named Dex. Instead of scrolling through endless links and pages, you can see the entire structure of a website at once, exploring clusters of information through a high-performance WebGL graph.

The Problem

Modern technical documentation is often vast and fragmented. Users struggle to:

  • Understand how topics relate to one another
  • Find where specific information fits into the "big picture"
  • Stay current with frequently updated documentation
  • Quickly onboard to new codebases or APIs

The Solution

DocWeb provides Just-in-Time intelligence rather than static knowledge by:

  1. Intelligent Discovery: Crawling live sites using our Waterfall Discovery algorithm
  2. Visual Mapping: Rendering documentation structure as an interactive Sigma.js graph
  3. AI-Powered Chat: Answering questions through Dex, our RAG-powered chatbot with source citations
  4. Hybrid Search: Combining vector embeddings and BM25 keyword matching for accurate retrieval

Tech Stack

LayerTechnologies
FrontendNext.js 16, React 19, Sigma.js 3.0, Tailwind CSS 4
BackendFirebase Cloud Functions (Node.js 20), Firestore
AIGoogle Gemini 2.5 Flash, text-embedding-004 (768-dim)
PaymentsStripe

Next Steps