End-to-End Chat App

A preview of the complete conversational UI launching soon in LarkupRAG.

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

Integrated Frontend

A sleek, responsive chat interface built with modern web technologies (Next.js, React, TailwindCSS) will be bundled alongside your generated backend.

Out-of-the-box Components

The chat app will feature pre-built components for rendering markdown, code blocks, tables, and displaying source citations directly from your vector store.

One-Command Deployment

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!