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lafarge-chatbot's Introduction

Lafarge-chatbot

OOP-based Python Chatbot project for my internship at Lafarge Egypt. The chatbot purpose is to optimize the decision-making process through automating report generation of different types of data. It should also serve as a fun demo for visitors wanting to learn more about the plant.

Data Source

  • The chatbot is completely powered by online google sheet that could be easily changed by any user, without any programming experience.
  • The data sheet used for this project is fake, auto-generated by chat-gpt.

Dependencies/Libraries used

  • Programming language: Python 3.10
  • GUI: tkinter
  • voice-to-text: speech_recognition
  • text-to-voice: pyttsx3
  • Data sourcing & manipulation: pandas
  • graph plotting: matplotlib
  • other: os

User-interaction

The user can communocate with the bot through the following:

  • Texting: both the user and the bot can send texts to the other
  • Voice: both the user and the bot can talk to the other
  • Buttons: At each reply, the user has the option to pick a reply from the dynamically-allocated guiding buttons above the entry box.

Chatbot engine

The engine powering the chatbot (driving the responses) has the following capabilities:

  • Information center: looking up key:value descriptions about the company from the google sheet
  • Data lab: uses a table from the google sheet to produce the following summaries using any row/col as the user requests:
    • Data aggregation: min, max, mean, median
    • Value Lookup
    • Filters
    • Graphs: Histogram, scatter plot

lafarge-chatbot's People

Contributors

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