Citation-backed search across everything you know.
Search your documents and connected apps and get an answer with a citation on every result — as an embeddable widget, with a REST API, running on your own infrastructure. Community Edition.
AI Search, running on RAGSuite itself
The search box below is our own AI Search, indexed on RAGSuite's docs, site and knowledge base — citation-backed, no mockup. Press Ctrl/⌘ K anywhere on the site, or search here.
From raw sources to a cited answer.
Four steps, all on your infrastructure — nothing leaves the building.
Bring it in
Crawl websites and upload documents into a project.
Organise
Your content is organised so it can be searched fast — chunked and embedded in your vector store.
Find the best match
The passages that best fit the question are pulled to the top (retrieved and reranked).
Answer, with sources
The answer streams back with a citation on every result.
Every result links to its source.
No black-box ranking. Each answer cites the exact passage it came from, so staff verify before they act — and decisions aren’t built on hallucinations.
Search from your own apps.
A REST endpoint with API keys you create, reveal and revoke. Wire AI Search into any service — the same retrieval that powers the widget.
POST /api/v1/search
Authorization: Bearer YOUR_API_KEY
Content-Type: application/json
{ "project": "legal-kb", "query": "liability cap", "top_k": 5 }Create, reveal and revoke keys in-app · developers →
Two lines to a search widget on your domain.
Drop AI Search into any site or intranet with a script tag and a web component — streaming, themed to your brand, with allowed-domains control, served from your own infrastructure.
Built for real knowledge bases.
Documents and apps together
Crawl websites at depth 1–5 and upload PDF, DOCX and TXT — searched alongside connected sources.
A citation on every result
Each answer links to the exact source passage, with feedback collection built in.
Any model, or none
OpenAI, Anthropic, Mistral, Gemini — or fully local via Ollama. Your data never trains another model.
Configured and contained
Model settings, allowed domains and widget customization per project — on your own infrastructure.
See AI Search in the live product · take the tour →
“For a Mittelstand client in Saxony, “where does the data go?” is the first question. With RAGSuite the answer is: nowhere.”
If RAGSuite can’t cite it, it doesn’t claim it.
AI Search, answered
What can it search across?
Crawled websites, uploaded documents (PDF, DOCX, TXT) and connected sources like Gmail — together, per project.
Is it really citation-backed?
Yes. Every result links to the exact passage it came from; if it can’t be cited, it isn’t claimed.
Can I embed it on my site?
Yes — a script tag and a web component, themed to your brand, with allowed-domains control, served from your own infrastructure.
Which edition is AI Search in?
The Community Edition — free under Apache 2.0, unlimited users, unlimited projects. See pricing.
Put citation-backed search on your own content.
See AI Search indexed on a corpus like yours and embedded as a widget — every result traceable to its source.