IN THE FIELD GUIDE
Chatrag
chatrag.ai
ChatRAG is a Next.js boilerplate designed to build, launch, and monetize custom chatbot-based SaaS products using Retrieval Augmented Generation (RAG). It enables rapid deployment of AI chatbots with features like document parsing, semantic search, user authentication, and monetization integrations.
THE PRODUCT, BEYOND THE PITCH
Automatically researched · Not editorially reviewed · Sources checked Oct 2, 2026
A good fit for
- Developers and entrepreneurs who want to rapidly build and monetize custom chatbot SaaS products with full ownership and no recurring fees.
- Teams or businesses needing multi-tenant isolated workspaces with subscription tiers, quotas, and team collaboration roles.
Know the limitations
Not confirmed yet.
What you can do
- Building AI assistants, product documentation bots, and customer support chatbots with shared knowledge bases.
- Creating SaaS RAG products, enterprise solutions, and agency tools with isolated workspaces and team collaboration features.
Features
- Upload PDFs, Word docs, Excel files, and more which are automatically parsed, chunked, and embedded into a vector database for chatbot knowledge.
- High-performance RAG pipeline using LlamaCloud for parsing, OpenAI embeddings for semantic search, and Supabase vector index for fast retrieval.
- No-code configuration dashboard to customize chatbot behavior, appearance, personality, system prompts, logos, colors, and API keys.
- Built-in user authentication and account management with saved chat history persisting across sessions and devices.
- Monetization integrations with Stripe and Polar for subscriptions or one-time purchases to charge for chatbot access.
Integrations
Not confirmed yet.
Platforms & data export
Not confirmed yet.
THE COST FOR YOUR TEAM
Go beyond the starting price.
Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.
Known monthly subtotal
$0.00/month
1 of 1 tools could not be priced with these inputs, so this is not the full cost.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
| No pricing recorded yet. Check the official site, or ask the owner to add it. | |||
A practical workflow
- Upload documents to the dashboard where they are automatically parsed and embedded into the vector database for chatbot use.
- Engage in intelligent conversations powered by a RAG pipeline combining LlamaCloud parsing, OpenAI embeddings, and Supabase vector search for real-time contextual answers.
- Configure chatbot behavior, appearance, and API keys through an intuitive no-code dashboard without programming.
Based on the sources below. Editorial review does not imply hands-on product testing.
Alternatives to explore
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Plan a switch from Chatrag →What changed
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