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Nov 18, 2025

How to Build a Conversational Invoice Generator

Written By :

Naman Madhur

Overview

You will learn how to build a web app that lets users chat with an assistant to collect invoice data, preview the invoice in real time, generate a PDF using an external API, and email it through Gmail.

User Flow:

  1. User Input

  2. Chat UI

  3. Collect Details

  4. Preview Invoice

  5. Edit and Regenerate

  6. Email it to the client or download as PDF

Technology Stack

Frontend

Tool

Purpose

React

UI framework

Vite

Dev server and bundler

Tailwind

Styling system

Shadcn UI

Components (dialog, input, cards)

Framer Motion

Animations

Lucide React

Icons

Sonner

Toasts and alerts

Backend

Tool

Purpose

FastAPI

Backend framework

Motor

MongoDB driver

Pydantic

Validation

Requests

External API calls

Database

Tool

Purpose

MongoDB

Store drafts

APIs and Required Services

Invoice Generation API

Provided by Invoice-Generator.com.

Feature

Details

Format

PDF or UBL

Pricing

Free up to 100 invoices per month

Output

Professional invoice PDF

Key Fields

Items, tax, discounts, shipping, notes, currency

How to Get API Access

  1. Visit https://invoice-generator.com/developers

  2. Create a free account

  3. Copy your API key from the dashboard

  4. Share it with Neo (Emergent's Agent) and it will add it to the backend.

Step

Action

1

Visit https://invoice-generator.com/developers

2

Create an account

3

Copy your API key from the dashboard

4

Add it to your backend .env file

Gmail API (for sending invoices)

You will integrate Gmail so users can email invoices directly.

How to Get API Access

  1. Go to Google Cloud Console

  2. Create a new project

  3. Open API Library and enable Gmail API

  4. Create OAuth credentials

  5. Add redirect URIs for dev and production

  6. Copy Client ID and Client Secret

  7. Share it with Neo (Emergent's Agent) and it will add it to the backend.

Core Features

Feature

Description

Conversational Input

AI-style chat that replaces traditional forms

Quick Choice Chips

Fast selection for currency, date, items and tax

Real Time Summary

Assistant prints totals, taxes and due amounts

PDF Preview

Base64 embed or download

Email Invoice

Gmail integration with OAuth

Save Draft

Store invoice data per user

Final Notes

You now have a clear plan for building a smart invoice app that uses:

  • A conversational UI

  • A professional PDF generator

  • Gmail email delivery

  • A modern React interface

Check out the polished version of the app we made right here:

The world’s first agentic vibe-coding platform where anyone can turn ideas into fully functional apps using plain English prompts. From solo builders to enterprise teams, millions use Emergent to build faster and smarter.

Copyright

Emergentlabs 2024

Design and built by

the awesome people of Emergent 🩵

The world’s first agentic vibe-coding platform where anyone can turn ideas into fully functional apps using plain English prompts. From solo builders to enterprise teams, millions use Emergent to build faster and smarter.

Copyright

Emergentlabs 2024

Design and built by

the awesome people of Emergent 🩵

The world’s first agentic vibe-coding platform where anyone can turn ideas into fully functional apps using plain English prompts. From solo builders to enterprise teams, millions use Emergent to build faster and smarter.

Copyright

Emergentlabs 2024

Design and built by

the awesome people of Emergent 🩵