Working prototype Finishing & contracting Automation & WhatsAppAI

WhatsApp Quote Bot An official WhatsApp bot that builds an Arabic PDF quotation inside the chat (WhatsApp Cloud API)

It asks for area and finish level, then sends a correctly shaped Arabic PDF quote in the chat.

An official WhatsApp bot that builds an Arabic PDF quotation inside the chat (WhatsApp Cloud API)
3
calls to send a file
100%
correctly shaped Arabic
1
chat to a quote
API
official Meta API

The problem

Two things people underestimate that break projects in production: Arabic PDFs that come out disconnected and reversed, and sending a file on Cloud API taking three calls, not one.

Overview

A bot on Meta’s official WhatsApp Cloud API. It speaks Egyptian Arabic, asks for the area and finish level, then builds an Arabic PDF quotation and sends it in the same chat.

What I built

  • Every string passes through arabic_reshaper then bidi before drawing, with an Arabic font embedded in the document
  • The full delivery sequence: message, upload media, send document
  • Per-conversation memory keyed by phone number, so a customer returning an hour later does not repeat themselves
  • The prompt forbids the model from calculating; the code does the maths

The engineering call

The Arabic PDF problem costs days when discovered after delivery. Every string goes through shaping and direction before drawing, which is what makes the file fit to send to a real customer.

Want something like WhatsApp Quote Bot?

Send your idea as it is, even if it is one line. I reply with specific questions, then an interactive prototype you see before paying for development.

Start on WhatsApp info@kbakhit.online