Ragora – Private RAG platform with a knowledge marketplace

Summary: Ragora combines a private retrieval-augmented generation (RAG) system with a marketplace for selling knowledge products. It connects to multiple data sources to deliver citation-backed answers via API, chatbots, or messaging apps, enabling users to monetize expertise through per-query or subscription pricing.

What it does

Ragora allows users to upload documents or connect services like Google Drive, GitHub, Confluence, Slack, and Discord to generate citation-grounded answers quickly. It supports integrations via API, MCP, or chat platforms and offers a marketplace where sellers package knowledge for AI agents to access and pay for.

Who it's for

It targets teams needing internal knowledge retrieval and professionals or communities wanting to monetize specialized content for AI consumption.

Why it matters

Ragora addresses the challenge of building reliable, citation-based AI assistants without complex tooling and provides a way to monetize valuable knowledge assets in the AI era.