AI chatbot with your data (RAG)
A chatbot that answers from YOUR information (website, catalogue, documents) and makes nothing up: real RAG over your sources, web or WhatsApp widget, human handoff and conversation analytics.
Want a chatbot that answers from your info, not generic stuff?
At RoviDev we build real RAG, not a ChatGPT wrapper · Demo on your site in 48h · Usually reply in under 30 minutes
We index your website, catalogue and documents.
Widget on your site or messaging channel.
Hands off to a person when confidence is low.
What they ask, what it solves and what's missing.
Real RAG, not a ChatGPT wrapper
80% of cheap bots are ChatGPT in disguise: they answer from memory and hallucinate. We index your sources in a vector database and the model answers citing YOUR content, with policies to say "I don't know" and escalate to a person when needed.
Is this service a good fit?
Good fit if
You get repeated questions about your product, service or documentation and want to answer them instantly with accurate, up-to-date information.
When we are not a fit
You want a decorative bot of generic answers with no link to your data; a standard assistant is faster and cheaper there.
Typical deliverables
Ingestion and indexing of your sources, RAG pipeline, web widget or WhatsApp/Telegram integration, human escalation policy, analytics panel and documentation.
Use case
A company indexes its website and support PDFs; the bot resolves 60% of queries with cited answers and opens a ticket with context when unsure.
Quick questions
Which models? OpenAI, Anthropic or open-source depending on cost, privacy and latency.
Is cost controlled? Yes: caching, token caps and per-task model choice.
First reply usually within 30 minutes with feasibility and what is missing.
What the service includes
Collection and ingestion of your sources (website, catalogue, PDFs, knowledge base), chunking and indexing in a vector database, RAG pipeline with citations, prompts with answer and escalation policy, web widget or WhatsApp/Telegram integration, conversation analytics panel and documentation. Optionally, multi-turn memory and CRM connection.
Indicative pricing 2026
Basic (1 source, web widget): from €190-600. Multi-source with memory, handoff and analytics: €590-1,500. Multichannel with CRM and full panel: from €1,200, plus separate API cost. An internal copilot with RAG over corporate documentation usually ranges €7,000-15,000 depending on volume and integrations.
How we work with you
Goals, context, priorities and time or budget constraints.
Feasibility, phases, schedule and how we collaborate, by email.
Implementation, testing and deployment with reviewable milestones.
Post-launch tweaks and improvements as agreed.
Outcomes we prioritise
Less support load, instant accurate answers, and data on what your customer asks. We measure by share of queries resolved without a human and satisfaction.
Frequently asked questions about RAG chatbots
How is it different from a normal chatbot? A normal bot answers from the model's memory and hallucinates. With RAG, the bot searches YOUR sources and answers citing your real, up-to-date content.
How do you stop it making answers up? With RAG on your documentation, policies to answer only from what it finds, and human handoff when confidence is low.
Can I put it on my website and WhatsApp? Yes: a web widget and WhatsApp or Telegram integration, sharing the same knowledge base.
How long until I see a demo? We usually prepare a demo with your own website indexed in about 2 days so you see the result before deciding.
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