Joinable Platform · Rag-in-a-Box
From raw docs to AI apps, in minutes.
Rag-in-a-Box is the fastest way to prototype AI-powered knowledge apps. Built for AI builders of any experience level, it lets you upload documents, choose a model, and deploy in minutes, no coding required.
What is RAG?
Retrieval-Augmented Generation, grounded in your data.
Retrieval-Augmented Generation (RAG) is an AI framework that combines large language models with your own data. It retrieves relevant information from your documents in real time to generate accurate, context-aware responses.
How it works
Three steps from documents to a live app.
Upload your documents
PDFs, Word, Excel, PowerPoint, Markdown, and more. Joinable cleans and transforms it all behind the scenes.
Choose your LLM model
Pick from dozens of open-source LLMs. Compare performance, tune behavior, and optimize response quality.
Click deploy
Your working AI knowledge app is live, ready for testing, iteration, or production.
Platform features
Everything you need to ship, nothing to operate.
Zero-setup, fully hosted
An end-to-end platform, ready out of the box. No installation, configuration, or infrastructure required, just upload your data and start building.
Built for every builder
Use the intuitive no-code UI or the developer-friendly API. A modular, customizable environment designed for speed and flexibility, for builders of all levels.
Out-of-the-box accuracy
Advanced components for document processing, retrieval, grounded generation, and evaluation, all optimized to work as one unified system.
Fast to deploy, easy to maintain
Go from raw documents to a live prototype in minutes. Rag-in-a-Box streamlines the entire RAG pipeline and removes integration complexity.
Enterprise-grade security and controls
Data privacy and compliance are built into the core. Deploy via fully managed SaaS, in your VPC, or on-premises, meeting stringent enterprise standards.
Scalable and flexible deployment
Deploy where you need to. A range of deployment models with the governance, entitlements, and operational tooling for enterprise-scale adoption.
Use cases
Powered by your data.
Financial services
Analyze earnings reports, market research, and investor briefs
Track compliance and regulatory updates with ease
Access deal memos, investment theses, and call transcripts instantly
Team collaboration
Enable faster onboarding and knowledge sharing
Provide instant access to project docs, meeting notes, and internal policies
Reduce time spent searching across systems
Human resources
Automate responses to employee FAQs and policy questions
Centralize onboarding materials, benefits, and training resources
Support employees with 24/7 access to HR knowledge, tailored to your organization
Sales enablement
Build intelligent sales FAQ bots for objection handling and positioning
Surface case studies, pricing documents, and competitive insights instantly
Support onboarding and ongoing enablement with searchable resources
“We built Rag-in-a-Box so builders could go from idea to prototype in minutes, not months.”
Time-to-intelligence
50x
Up to 50x faster, from idea to a working AI knowledge app.
Let’s get started
Take your first step now.
Our mission is to empower builders of all backgrounds to create intelligent, data-driven applications, quickly, securely, and without complexity. Join our community of AI builders on Discord to share ideas, get support, and collaborate with others building the future of private AI.