Ground your chatbot on your actual documents and websites using MongoDB vector cosine search and Gemini. Drop in a single script tag and start replying to visitors in real time.
From empty knowledge base to answering visitors, in minutes.
Paste a URL or drop in your docs. It's crawled, chunked, and embedded into MongoDB automatically.
Copy a single <script> snippet into your site. No SDK, no build step, no iframe wrangling.
Visitors get grounded, cited answers instantly. Anything tricky routes straight to your inbox.
Built to match the full architecture, not a demo shortcut.
Renders in an isolated iframe so styling never leaks into or clashes with the host site — WordPress, Shopify, or a hand-rolled React app.
768-dimensional embeddings from Google Gemini gemini-embedding-001, indexed for cosine similarity search.
Low-latency SSE streaming via gemini-2.5-flash, with short-term conversation memory carried into every turn.
The owner inbox lets a real person jump into any thread. The widget polls every 3.5s and shows the human reply within seconds.
Every query to chunks, conversations, and messages passes through db.forTenant(id), eliminating cross-tenant leakage by construction.
Rate limiting, SSRF-guarded crawling, per-domain embed allowlists, and quota guardrails ship on by default — not bolted on later.
Paste this before the closing </body> tag on any site.
<script src="https://yourdomain.com/widget.js" data-site="YOUR_SITE_KEY" async></script>Register a free account, ingest your first knowledge source, and embed the widget — no credit card required.