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RAG chatbots · web · WhatsApp

A bot that knows
your business cold.

Upload your docs, FAQs, and product data — we build a RAG-powered assistant that answers customers accurately, cites its sources, and hands off to humans when it should. On your site, in your app, or on WhatsApp.

Get my bot scoped → How RAG works
78%
resolved without a human
<3s
median answer time
24/7
any language, any time
bot
Klugora Assistant DEMO
trained on this website
Hi! I’m trained on Klugora’s docs. Ask me anything — or tap a question below.
Try a question
How much does a chatbot cost? Can it reply on WhatsApp? What if it doesn’t know the answer? How long to launch?
Support agent
Hands off to Priya
when it actually matters
// inside the product

See the bot in the wild.

Website chat widget answering a question with cited sources
Web widget — cited answers, right on your site
WhatsApp conversation with an AI assistant handing off to a human agent
WhatsApp — order lookup, then a clean handoff to a human
// retrieval-augmented generation

Your knowledge in. Cited answers out.

Why our bots don't hallucinate: every answer is grounded in your documents, with the source attached.
1
Ingest & chunk
Your docs, FAQs, sites, and PDFs are parsed, cleaned, and split into semantically meaningful chunks — synced automatically when sources change.
Parsers Auto-sync
2
Embed & index
Every chunk becomes a vector in a search index tuned for your domain language — hybrid semantic + keyword retrieval.
Embeddings Vector DB Hybrid search
3
Retrieve & rerank
Each question pulls the most relevant chunks, reranked for precision, so the model sees only what actually answers the question.
Retrieval Reranker
4
Answer & cite
Claude or GPT writes the answer strictly from retrieved context — with the source attached and confidence thresholds enforced.
Claude / GPT Citations Confidence gates
Grounded in your knowledge

It only knows what you taught it.

No generic internet answers, no invented policies. Every response traces back to a document you uploaded — your pricing, your policies, your product specs — kept in sync automatically as they change.

A person organizing source documents that train the assistant
Knowledge in

Feed it anything you have.

No content rewriting needed — we ingest what already exists and keep it synced as it changes.

PDF PDFs & manuals
Web Website & help center
Doc Google Docs / Notion
FAQ FAQs & macros
API Product & order APIs
CSV Catalogs & price lists
Tkt Past support tickets
Vid Video transcripts
Answers out

Deployed where customers already are.

One brain, every channel — same knowledge, same tone, synced conversation history.

Website chat widget icon
Website chat widget
A branded widget on your site — styled to your design, not ours.
WhatsApp Business icon
WhatsApp Business
Official API. Order status, bookings, and support where customers already message.
In-app assistant icon
In-app assistant
Embedded in your product for onboarding, help, and smart search.
Internal team chat icon
Slack / internal
The same brain answering your team’s questions on internal docs.
A support agent picking up an escalated conversation with full context
When it's time for a human

Escalation feels like a handoff, not a dead end.

When a question needs judgment — a refund, a complaint, an edge case — the bot hands off with the full conversation attached. Your team picks up mid-conversation, not from scratch.

// guardrails

A bot you can put in front of customers.

Citations icon
Citations on every answer
Each reply links the exact document it came from — customers and auditors can verify.
Confidence thresholds icon
Confidence thresholds
Below the line, the bot says "I don't know" and escalates — it never guesses.
Human handoff icon
Human handoff
Seamless escalation to your team with full conversation context attached.
Conversation analytics icon
Conversation analytics
Every chat scored and clustered — you see what customers ask and where the bot needs training.
WhatsApp automation

Where your customers actually message you.

Via the WhatsApp Business API, the same RAG brain answers order status, product questions, and bookings — instantly, in the customer's language. Complex cases route to your team with full conversation context.

Official WhatsApp Business API — no gray-market gateways
Order lookups & bookings via live API calls, not canned replies
Human handoff with full context when the bot reaches its limits
Get a WhatsApp bot scoped →
bot
Klugora Store
online · replies instantly
Hi! Where is my order #48213? 🙏
Hi Maria! Order #48213 shipped yesterday and is out for delivery today before 6 PM. Tracking: DHL-99120 📦
Can I change the delivery address?
Since it's already out for delivery, I've flagged this to our team — a human will confirm with the courier in the next 15 minutes. You'll get an update right here. 👤
↳ handed off to support · full context attached
E-COMMERCE SUPPORT
3,200 tickets/month automated
was: 3-day repliesnow: 3 seconds
SAAS ONBOARDING
Docs bot with 78% self-serve rate
was: 2 support hires plannednow: 0 hires
CLINIC BOOKINGS
WhatsApp booking assistant
was: phone-only, 9–5now: 24/7, +41% bookings
What customers actually see

A conversation, not a contact form.

Your customers already live in chat apps. We meet them there — no ticket numbers, no waiting on hold, just an answer that sounds like your brand and moves at the speed of a text message.

A customer casually chatting with the assistant from their phone
// start

Your knowledge base is enough to start.

Send us a link to your docs or FAQ — we'll reply with a working demo trained on it, plus a fixed quote.
Get my demo bot →
demo in days · fixed price · you own the bot