RAG chatbot platform, built for real sites

Your documents, answering customers.

Upload your PDFs and docs, embed one chatbot on your site, and give visitors cited answers from your own knowledge, not guesses. When Ragora does not know, it says so.

Start free See how it works

250+ live users

On Ragora today

PDF, TXT, MD, DOCX

Upload formats

Sources cited

On every grounded answer

For support, sales, operations, and founder-led teams that need fast, accurate answers from private knowledge.

Ask Ragora

Answers from sample documents

Live demo

Ragora

Hi. I answer from the sample documents on this page. Try a question below, or ask about files, embedding, or security.

Sample: Ragora product notes

This demo runs in your browser only, from sample notes. Your real widget answers from your own documents, and says so when it does not know.

Try it above. Your real widget looks the same, with your documents, colours, and logo.

How it works

Three steps, no code, no fake demo.

Upload your documents

Drop in PDF, TXT, Markdown, or DOCX files. Ragora chunks and embeds them, and shows processing, then ready, then failed, never a silent stuck state.

Build the widget once

Set the title, welcome message, suggested questions, colours, logo, allowed domains, and chat model. Save, and every embed updates at once.

Embed it, then learn from it

Paste one script tag on your site. Visitors get cited answers, follow-ups work, and you see unanswered questions and feedback in analytics.

Features

Built for answers you can trust, and questions you can fix.

Grounded, not guessed

Answers come from retrieved chunks first, with [S1] sources. When no source supports an answer, the widget uses your fallback message instead of inventing one.

Widget memory that works

The last few visitor messages are part of the prompt, so 'tell me more' and 'what about the second one' stay on topic.

Feedback and regenerate, built in

Visitors mark answers Helpful or Not helpful and ask for a regenerated answer. Owners see the votes next to unanswered questions.

Abuse controls, not just auth

Per-visitor and per-widget rate limits, optional domain allowlist, message size caps, and a disable switch that actually hides the widget.

Analytics you can act on

Questions, visitors, unanswered topics, latency, token estimates, and feedback, with history search and CSV or JSON export.

Fast, and honest about failure

Streaming answers, background uploads, model fallback when a model name fails, and generic errors to visitors with full detail in server logs only.

Dashboard

See what visitors ask, and what you are missing.

Analytics shows top questions, unanswered topics, feedback votes, and latency, so you know which document to add next. History search and export make follow-up easy.

Start free. Pay for volume when you need it.

Growth and Business pricing is set with the workspace owner, not invented on this page. Contact us for a quote for your traffic and limits.

Starter

Free

To try Ragora on one site

1 widget
PDF, TXT, Markdown, DOCX uploads
Suggested questions and welcome message
Basic analytics

Start free

Growth

Business

Custom

For high-traffic sites and support teams

Everything in Growth
Priority support
Custom limits and retention
Onboarding help for your first widget

Used in production

250+ live users, one honest widget.

“Ragora made our help center feel alive in one afternoon. The quality bar feels like a product we would happily pay for.”

Yug Khatri

Uses Ragora on his portfolio site

Questions, answered honestly.

Give visitors answers from your own documents.

Upload, build, embed. If Ragora does not know, it will say so, and you will see exactly what to add next.

Start free