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Tech riderRev. 3 Oct 2026

Ragen

Ch 106.9of 26 Retrieval-Augmented Generation Tools
  1. 1Runs onAPI, self-hosted, Web
  2. 2CostsFree plan
  3. 3Source citationsYes
  4. 4Hybrid searchYes
  5. 5Result rerankingYes
  6. 6Deploymentself hosted
6 lines stated Written from the maker's own pages: ragen.ai
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The Ragen homepage

Overview

Ragen is ranked #10 of 26 in retrieval-augmented generation tools on Specifiction. It runs on API, Self-hosted, Web. There is a free plan.

Ragen plans and pricing

All plans
Self-hosted Free Free; no licence fees. You pay for your own infrastructure and models. Docker image on your infrastructure · RAG assistant · Department assistants · Website chatbot · MCP integrations · Any model · Department roles and permissions · Documentation and community support ragen.ai · 3 Oct 2026
Enterprise Not published Contact us; priced individually based on rollout scale and compliance requirements. Self-hosted features · Hands-on rollout · Custom MCP integrations · White-label chatbots · PII masking · SLA and priority support · Annual security audits · Consultant-led onboarding ragen.ai · 3 Oct 2026

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Ragen Brain turns scattered documents into knowledge pages, flags contradictions and outdated files, and requires human approval before publishing.ragen.ai · 3 Oct 2026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

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Where it ranks on Specifiction

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Sources