Dear Machine Learning team and recruiters at Madkudu,

Welcome to my Conversational Agent project for Madkudu.

The distribution of my repository is divided in 2:

1. solution: In this directory you will find attached the final files with the solution to my project. Which are the followings:

• 1.1 madkudu_assistant_agent.py: This is the most important file since it contains the Conversational Agent application.

  • 1.1.1 To run this file remember to be in the solution directory
  • 1.1.2 Note that it is important to have accesss to a valid key of OpenAi, in this case I am leaving mine just for the team to test but after the review it will be deactivated.
  • In this case I am using a free credits that I have from OpenAi.

• 1.2 dataExtraction.ipynb: This file is a web crawler I built to extract data from some sections of the support website of madkud. Since I have limited credits of OpenAi I used few urls.

• 1.3 all.txt: Data extracted with the crawler

• 1.4 assistant_creation.ipynb: A notebook I used to test, scale, and create the conversational chain step by step. It also needs an OpenAi key

2. drafts_and_tests: This directory contains different other solutions that I tried or that I can still use to scale this project. I attached this folder just to show my creative process before achieving the final solution.