Ragen

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

Ragen is ranked #7 of 26 in retrieval-augmented generation tools on Inferse. It runs on API, Self-hosted, Web. There is a free plan.

Compared on retrieval-augmented generation tools

Free plan: Yesragen.ai
Source citations: Yesragen.ai
Hybrid search: Yesragen.ai
Result reranking: Yesragen.ai
Deployment: self_hostedragen.ai

Facts

Purpose: Ragen answers questions from a company's documents and tools, with citations to the source.ragen.ai · 3 Oct 2026
Department assistants: It supports separate assistants for teams such as HR, sales and compliance.ragen.ai · 3 Oct 2026
Website chatbot: The website chatbot answers product and policy questions 24/7 and can be embedded with one line of code on allowed domains.ragen.ai · 3 Oct 2026
AI agents: Ragen exposes company knowledge through MCP, an OpenAI-compatible API and a TypeScript SDK.ragen.ai · 3 Oct 2026
Integrations: The integrations page lists Google Drive, HubSpot, ClickUp, Fireflies.ai, Google Calendar, Gmail, Slack, Notion, Google Analytics, WooCommerce, Open Mercato and Rejestr.io.ragen.ai · 3 Oct 2026
Not yet available: The integrations page labels BaseLinker and KSeF as coming soon.ragen.ai · 3 Oct 2026
Knowledge preparation: Ragen Brain turns scattered documents into knowledge pages, flags contradictions and outdated files, and requires human approval before publishing.ragen.ai · 3 Oct 2026
Access control: Permissions are checked per file and folder for each answer, including answers requested through AI agents.ragen.ai · 3 Oct 2026
Data hosting: Ragen runs on the customer's own servers or cloud account, and documents, vector store and conversation history stay within that infrastructure.ragen.ai · 3 Oct 2026
Security: Conversation content can be encrypted with keys in the customer's AWS KMS or Scaleway Key Manager, and optional masking covers PESEL, NIP, REGON and card numbers.ragen.ai · 3 Oct 2026
Model choice: Customers can use models locally, through their own provider keys or through an OpenAI-compatible endpoint.ragen.ai · 3 Oct 2026
Usage controls: The admin panel supports hard monthly organisation limits for tokens, cost or messages, plus team-level request-rate and model limits.ragen.ai · 3 Oct 2026
Support: Self-hosted includes deployment documentation and community support; Enterprise includes an SLA, priority support and a dedicated Customer Success Manager.ragen.ai · 3 Oct 2026
Intended users: The site presents Ragen for company teams including HR, sales, customer service, operations and partners, and says it is aimed at organizations needing an on-premise or self-hosted knowledge assistant.ragen.ai · 3 Oct 2026
Limitations: The site says Ragen is for answering questions from documents with access control, and recommends general-purpose tools for image generation, voice or code execution.ragen.ai · 3 Oct 2026