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Pingher is an AI chat-bot that can answer questions by retrieving information from tweets. It uses Machine learning to identify keywords from questions (using wit.ai), Natural Language processing techniques to make answering questions easier (NLTK, python) and Apache's SOLR for indexing tweets.

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pingher

Pingher is an AI chat-bot that can answer questions by retrieving information from tweets. It uses Machine learning to identify keywords from questions (using wit.ai), Natural Language processing techniques to make answering questions easier (NLTK, python) and Apache's SOLR for indexing tweets.

Website

http://pingher.com

Click on the image for the demo video

Pingher

Tech Stack

  • Natural Language Processing of collected tweets in JSON using NLTK (python)
  • Machine learning using Wit.ai
  • Google Synthetic Voice Generation
  • Apache SOLR

High Level Architecture

High Level Architecture

About

Pingher is an AI chat-bot that can answer questions by retrieving information from tweets. It uses Machine learning to identify keywords from questions (using wit.ai), Natural Language processing techniques to make answering questions easier (NLTK, python) and Apache's SOLR for indexing tweets.

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  • JavaScript 77.4%
  • CSS 16.7%
  • HTML 5.3%
  • CoffeeScript 0.4%
  • Python 0.1%
  • PHP 0.1%