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While LarkupRAG currently excels at generating high-performance backend RAG servers, we recognize the need for a completely frictionless, full-stack experience.

Coming Soon: The Full Chat App Experience

In an upcoming release, LarkupRAG will introduce a new End-to-End Chat App generator. Instead of just outputting a headless backend API, you will be able to index your data, launch a RAG server, and spin up a beautifully styled, fully functional frontend chat interface—all from a single click.

What to Expect

A sleek, responsive chat interface built with modern web technologies (Next.js, React, TailwindCSS) will be bundled alongside your generated backend.
The chat app will feature pre-built components for rendering markdown, code blocks, tables, and displaying source citations directly from your vector store.
Both the frontend and the backend will be packaged together, allowing you to deploy the entire full-stack application to platforms like Vercel or Docker with a single command.

Stay Tuned

This feature is currently in active development. We are focusing on ensuring the generated frontend is highly customizable, accessible, and seamlessly integrated with the LarkupRAG SDKs.
[!NOTE] Keep an eye on our GitHub Repository for announcements and early access to the End-to-End Chat App generator!