Lumuin Tech
Smart. Embedded. Powerful.
QueryHub lets you embed intelligent, context-aware AI research widgets into any platform. Give your users smart search, AI-powered answers, and collaborative knowledge spaces — without building from scratch.
QueryHub is a platform for embedding AI research capabilities directly into any SaaS product, portal, or web application. Instead of sending your users off to external search engines or generic AI chatbots, you bring the intelligence inside your platform.
With a single script tag or API call, your users gain access to smart search that understands context, AI-powered answers backed by your own data, and collaborative knowledge spaces where teams can build and share research together. QueryHub is designed to be invisible to the end user — they just experience a smarter platform.
Vector search improves retrieval accuracy by converting text into high-dimensional numerical embeddings that capture semantic meaning rather than relying on exact keyword matches. This enables the system to find conceptually related content even when different vocabulary is used...
<script src="queryhub.js" data-widget="qh-search"></script>
Six core capabilities that make QueryHub the fastest path from idea to production AI feature.
Drop intelligent AI search and answer interfaces into any platform with a single script tag. No backend setup, no infrastructure work — just copy, paste, and go live.
Semantic vector search scoped to your data — not the whole internet. Users get precise, relevant results from your docs, knowledge base, or product catalog every time.
Teams can build, annotate, and share research together inside shared knowledge spaces. Capture institutional knowledge before it walks out the door.
Natural language answers generated from your actual content, complete with inline source citations. Users get direct answers, not a list of links to wade through.
Full REST and GraphQL APIs give engineering teams complete control over how QueryHub integrates into their stack. Headless by design — your UI, your rules.
See exactly what your users search for, which answers get clicked, and where knowledge gaps exist. Turn every query into a signal for product improvement.
Whether you're running a SaaS product, an educational portal, or an enterprise intranet, QueryHub plugs in and makes it smarter.
Add AI to your app without an AI team. QueryHub embeds directly into your product so your users get intelligent help docs, smart onboarding, and in-app knowledge search — all powered by your own content.
Give students an AI research assistant that works within your LMS or course portal. Students can ask questions, get cited answers from course materials, and explore related concepts without leaving the platform.
Transform your internal knowledge base into a living AI assistant. Employees ask questions in plain language and get precise answers sourced from your policies, SOPs, and internal documentation — instantly.
QueryHub is engineered on a stack chosen for performance, reliability, and developer experience.
Whether you want to spin up quickly on the live platform or need a custom enterprise integration, the QueryHub team is ready to help you ship AI features fast.
Your platform deserves to be intelligent. QueryHub gives you the AI infrastructure — you keep the credit. Start embedding smarter experiences today.