System For Creating Corporate Offers (CO)

This project is a system that consists of several microservices. It is intended for companies and legal entities (further referred to as customer) and allows you to automate the process of generating a corporate offer for new clients.

Features

• CO generation in pdf format — system automatically generates corporate offers in pdf format based on the data provided:
  • text of a potential client message
  • message date
  • client name
  • customer name
• Saving to the database — after generating CO, system saves path to generated file into the database.

Accessible microservices

• data_preprocessing

  • Receives csv file with clietns messages from telegram parser bot.
  • Saves csv file with new messages (can be used in the future to train ML model).
  • Filters messages with advertisements and third-party information, leaving only those that really need the customer services.
  • Send appropriate messages to ml_generation service.

• ml_generation

  • Generates text of a CO based on client messages.
  • Sends generated text to the pdf_generation service.

• pdf_generation

  • Inserts the text of the corporate offer into a template pdf document.
  • Sends the generated pdf to a third-party service.

• db_funstional_service

  • Stores data about customers, clients, CO and messages.
  • Other services use that one as a database.

• customer_creator

  • Inserts customer data into the database via db_functional_service.
  • Generates additional information about customer that is used by ML model to improve the quality of generated offers.

Getting started

Services implementation and startup instructions are located in scco folder.

TODO

• Error handling — if the system receives an error during the generation of the CO, it must record the status in the database that CO has not been generated and indicate the error in the comment field why it has not been generated.
• Manual generation — in addition to automatically generating CO for all clients, make a setting that you can select a specific client from the list and make CO only for him.