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mad-bot's Introduction

THE MAD BOT PROJECT

This project is divided into 3 stages:

Stage 1: Twitter API requests, web-scraping, text summarization

Stage 2: Django app

Stage 3: Text generator/question-answering/interactive tweets using SOTA language models

Getting Started

  • This app runs on Python 3.
  • Clone this repository: git clone https:://github.com/farahsamat/mad-bot.git
  • Install dependencies: pip install -r requirements.txt
  • API authentication credentials for Twitter API access: Rename .env.example to .env and populate it with the required login credentials.

Using the The Mad Bot app

Note: If you haven't downloaded the trained GPT-2 models:

  • Clone this repository: git clone https://github.com/openai/gpt-2.git

  • Run the following scripts to download the desired models:

    python gpt-2/download_model.py 124M

    python gpt-2/download_model.py 355M

    python gpt-2/download_model.py 774M

Copy the 'models' directory from 'gpt-2' into 'mad-bot'.


Run the following script on terminal.

python themadbot.py

Acknowledgments

Twitter API Doc

Intent classification

mad-bot's People

Contributors

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Stargazers

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Watchers

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Forkers

monkidea

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