A learning helper that talks on your course site

Answers learner questions from your course content

A learner gets stuck mid-lesson: 'Where did this formula come from?', 'When is the assignment due?', 'Does this module have a prerequisite?'. RAQS answers these from your own content — instructor notes, lesson descriptions, syllabus pages, FAQs and the documents you upload. It does not make things up; if the answer isn't in your content it clearly says 'I don't know' rather than misleading the learner.

You add content three ways: crawl your course site (sitemap + pages; JS-rendered modern learning platforms are processed with a headless browser so nothing comes through empty, and menu/template noise is cleaned out), paste syllabus or FAQ text directly, or upload lesson files — a PDF handout, a Word assignment brief, a CSV grade table, a Markdown lesson plan. Content is chunked, embedded with Azure and stored in pgvector.

At query time a hybrid search runs: semantic (vector) search grasps what the learner asks in everyday language, while keyword search catches exact terms like 'Chapter 7' or 'integral'. The two result sets are combined with RRF fusion and an irrelevance threshold drops unrelated chunks — so even in a crowded curriculum the answer is grounded in the right lesson.

Guides learners to the right lesson and topic

A course site assistant shouldn't only answer in text; it should take the learner where they need to go. RAQS 'sees' the open page and acts on it: asked to 'take me to the regression module' it guides the learner to that lesson, asked to 'show me this' it opens the right unit, and when a prerequisite references another lesson it links straight to it.

That means helping without breaking the flow of learning. Instead of getting lost in a long menu, the learner asks out loud and lands directly in front of the relevant content. For new learners this is simple but effective guidance that reduces drop-off in the first lesson.

Voice accessibility — learning that isn't keyboard-bound

Voice interaction in education is a matter of access, not just comfort. For learners with low vision, motor difficulties, dyslexia, or simply long hours at the screen, asking out loud and hearing the answer makes a real difference. RAQS listens for the wake word via the browser's Web Speech API; audio streams over a low-latency realtime layer (LiveKit); speech-to-text and text-to-speech run on Azure Speech; and the reasoning is handled by Azure OpenAI gpt-4o-mini (Pipecat voice pipeline).

Barge-in (talking over the assistant) is supported — a learner can cut off a long explanation and say 'get to the point'. Turkish and English are standard, which fits bilingual programs and language courses naturally. The voice, tone and assistant name are set from the dashboard; you can pick a calm instructor tone or an energetic coach tone.

A 3D learning companion that fits your brand

Instead of a classic orb you can pick a 3D mascot that roams the page — an engaging learning companion, especially for kids' education, language schools or gamified courses. Choose from the flagship deer, the universal 'Spark', stylized characters and 30+ animals, with one click in the dashboard.

The mascot treats the page's real DOM elements as terrain: it runs across lesson cards, jumps toward the next unit and leads the learner to a target. That turns a dry widget into an experience that gives your brand a face and keeps young learners on screen.

Dashboard, analytics & privacy — fit for an education team

Go live on your course site with a single <script> line. From the dashboard you add sites, manage the knowledge base (crawl depth, re-crawl, file upload), put allowed domains on an allowlist, choose a mascot/persona and review learner conversations alongside analytics. Seeing which questions recur exposes the gaps in your curriculum — you hear directly what learners don't understand.

In the multi-tenant architecture each institution's data is isolated with row-level security (RLS). The crawler is SSRF-guarded, an origin allowlist plus Cloudflare Turnstile block abuse, hosting is in Azure's EU region, and the system is KVKK- and GDPR-aware — assurances that matter for an education platform working with learner data.

<script async src="https://raqs.ai/v1/raqs.js"
  data-raqs="YOUR_SITE_KEY"></script>