Turn any website into a private AI expert.
One platform to crawl, extract, and index any URL. Chat with an AI that only answers from your data, complete with citations.
How it works
Four steps. One click.
From raw website to AI-powered Q&A in under a minute.
Crawl
BFS crawler maps every page within domain boundaries. Respects robots.txt.
Extract
Each page is cleaned into structured JSON — junk HTML stripped, content preserved.
Index
Text chunked and embedded via Gemini into a local FAISS vector store.
Chat
RAG pipeline retrieves context and generates answers with source citations.
Built with
Production-grade stack.
Every layer chosen for speed, reliability, and zero vendor lock-in.
Scraped pages will appear here in real-time.
Extracted data will appear here in real-time.
Sadiq Mansoor
Staff AI Engineer & Full-Stack Developer
Building autonomous agents and scalable RAG (Retrieval-Augmented Generation) pipelines. Focused on minimalist, zero-config architectures that turn the open web into actionable machine intelligence.
The Vision
LinkIntelligence was built to solve the frustration of manually compiling AI context. Rather than pasting documentation, this engine natively interfaces with the web, performing scalable Breadth-First Search (BFS) crawling to automatically construct structured vector memory.
System Architecture
Powered by Google Gemini for logic and FAISS for sub-millisecond similarity search. This integration guarantees hyper-fast, source-cited responses directly anchored to the target URL's truth — ensuring zero hallucination.