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Bot that engages in dialogue and answers questions related to programming from stack-overflow.

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StackOverflow-assistant-bot

DeepSource

Dialogue chat bot, which will be able to:

  • answer programming-related questions (using StackOverflow dataset).
  • chit-chat and simulate dialogue on all non programming-related questions.

Prerequisites

This tutorial requires the following packages:

  • Anaconda Package
  • tensorflow version 1.2 or later: https://www.tensorflow.org
  • ipython/jupyter version 4.0 or later, with notebook support
  • chatterbot
  • nltk
  • sklearn
  • requests

installation

Anaconda
Tensorflow
jupyter notebook
chatterbot
nltk
  • pip install nltk
Sklearn
  • pip install sklearn
Requests
  • pip install requests
Running
  • First Extract word_embeddings.tsv file from word_embeddings.tar.xz.Then run the StackoverBot-project.ipynb notebook to get all the necessary .pkl file.

  • We are going to integrate the bot to Telegram messenger. To do so, you will need to create a token and use it to run the bot.

    • Talk to @BotFather in Telegram. The command "/newbot" will create a bot for you. You will be prompted to enter a name and a username for your bot. After that, you will be given a token.
    • Run the 'Hello world' bot with the scripted provided for you: python3 main_bot.py --token=YOUR_TOKEN

You can now talk to this bot in Telegram!

Acknowledgments

Got the dataset from Natural Language Processing course (Coursera) https://www.coursera.org/learn/language-processing

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Bot that engages in dialogue and answers questions related to programming from stack-overflow.

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