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AI chatbot · front end of the knowledge engine

AI chatbot for business: answers from your data, with sources.

The AI chatbot is the chat front end of the RAGSuite Engine, the knowledge engine for your data. It answers questions from your team and your customers from your documents and apps, with a source on every answer, in your intranet, on your website and in the mobile app. Included in every plan.

Intranet · AssistantYou are chatting with an AI
How many days of leave do I get in my first year?
30 days, pro rata from the month you joined.
Employee_handbook.pdf · p. 23
And where do I request them?
In the HR portal under Absences. Your team lead approves the request.
HR portal · Help
Ask a question …
Follow-ups keep the contextRAGSuite Engine or own server

Key takeaways

  • The AI chatbot answers from your documents and apps, not from general internet knowledge.
  • Every answer names its source, your team and your customers can check it.
  • It runs in your intranet, on your website and in the mobile app.
  • Run it in RAGSuite Engine or on your own server.
Explained simply

What is an AI chatbot for business?

An AI chatbot for business is a chat that answers questions from your company’s knowledge: handbooks, policies, product data, wikis. Before every answer it finds the matching passages and writes a short answer from them. Follow-up questions keep the context.

Unlike a general chatbot it knows your content, names the source and is as current as your documents.

Assistant
How many days of leave do I get in my first year?
In your first year you get 28 days of leave: pro rata from your start date. 1 Request it in the HR portal at least two weeks ahead. 2
1Employee_handbook.pdf · p. 142HR leave policy · section 2
Ask a question …
AI assistant · please check answers against the sources
Comparison

AI chatbot on your data or a general chatbot?

CriterionGeneral AI chatbotAI chatbot with RAGSuite
KnowledgeThe provider’s training dataYour documents and apps
SourceUsually none✓ on every answer
FreshnessLast training cut-offAs current as your sources
Where it runsIn the provider’s appIntranet, website, mobile app
DataWith the provider, often outside the EURAGSuite Engine or your server

ChatGPT for business →

Features

What RAGSuite’s AI chatbot can do.

Answers with sources

Every answer links the passage. If you want, it only answers when it finds a source.

Feedback built in

Thumbs, stars and reasons show where content is missing.

Model per project

Large models, EU providers or, self-hosted, local models.

Voice and read-aloud

Voice input and read-aloud in the widget; answers stream in.

Setup

Set up an AI chatbot, without code.

01

Connect sources

Upload files, crawl your website or connect SharePoint, Confluence and more.

02

Set behaviour

Greeting, tone, answer length and rules, such as “only answer with a source”.

03

Adjust the look

Colours and greeting in every plan; logo and title in the RAGSuite Engine and Enterprise.

04

Embed

In your intranet, on your website or in the mobile app, with one snippet.

Build AI assistants →AI chatbot for your website →

Our clients in the housing sector cannot send tenant data to a US cloud. RAGSuite lets us give them a real AI assistant that never leaves their building.
Oliver Kröner · Managing director, casadomus AG (self-hosted)
Choosing a provider

AI chatbot providers: what businesses should check.

Before you introduce an AI chatbot, settle six questions: where do the answers come from? Does every answer name a source? Where do documents, index and history live? Which models can you choose? Who sees which content? And what does it cost per month, even with many questions?

RAGSuite answers them like this: answers from your sources with a source, data in the RAGSuite Engine or on your server, a model per project, separation by projects and roles, fixed plan prices from €39 a month.

RAGSuite Engine →Pricing →

Answer behaviourPer project
Creativity (temperature)0,2
Max. answer length800 tokens
Passages per answer5
Only answer with a source
Show AI notice in the widget
Data path

Where does the data go?

In RAGSuite Engine, documents, search index and history live in a data centre in Germany. Self-hosted, everything stays on your servers. Only the question and the matching passages go to the language model, never whole documents. With a local model, self-hosted, no request leaves your network.

AI data protection →Self-hosted AI →

Customise widgetWhite-Label
Brand colour
Name in widget
Muster Legal
Allowed domain
ki.kanzlei-muster.example
FAQ

Questions about the AI chatbot for business.

What is an AI chatbot for business?

An AI chatbot for business is a chat that answers questions from your own documents and apps instead of general internet knowledge. Before every answer it finds the matching passages and names them as the source. It runs in your intranet, on your website or in the mobile app, in the RAGSuite Engine or on your server.

What does an AI chatbot for business cost?

RAGSuite Engine comes in four plans from €39 a month, credits included or with your own API key. Self-hosted, the Community Edition is free; you then cover servers and the language model yourself. Enterprise for your own servers is on request. There is no price per conversation.

Is the AI chatbot suitable for customer service?

Yes. On your website it answers customer questions on products, delivery or warranty from your service content, around the clock and with sources. A notice in the widget shows customers that they are talking to an AI. Where no source fits, it can point to your contact form or hotline.

Does the chatbot store the history?

Yes, questions, answers and timestamps are stored so you can analyse feedback. You can switch storage off for chat and search and set an automatic deletion period. The audit log shows 15 days in the Community Edition, and the full history with export in the RAGSuite Engine and Enterprise.

Can we adapt the chatbot to our brand?

Yes. You adjust colours and greeting in every plan. Your own logo, title and brand link in the widget come with the RAGSuite Engine and Enterprise. A full white label without the RAGSuite notice and with your own widget domain is available by agreement, for partners on every client licence.

Which language models does the chatbot use?

In the RAGSuite Engine you choose per project from models of large providers and EU-based providers; the location is shown. Self-hosted, local models via Ollama, vLLM or any OpenAI-compatible endpoint are added. You can switch the model at any time without re-ingesting your sources.

Jürgen Pietschmann
Jürgen Pietschmann
AI Consultant · RAGSuite Lead

An AI chatbot that names its source on every answer.

Try it free for 7 days in the RAGSuite Engine with your own documents, or book a demo.