maheshk76 / qa-system

Question Answering System

Question Answering System

This project centres on adding QA System to Gotcha, an open source search engine.Whenever user asks a question system collects related content from wikipedia and searches the best answer from that content.

Requirements

• python >=3.5
• pytorch(includes torch and torchvision)
• numpy
• scikit-learn
• msgpack
• spacy language model
• SpeechRecognition
• gtts
• wikipedia
• regex
• smtplib
• playsound
• unicodedata
• nltk
• tqdm

You can install requirements by executing : pip install -r requirements.txt

Preprocessing and Training

[comment]: Skip This if you have already trained model.

Download

You have to download SQuAD dataset dev-v1.1.json and train-v1.1.json and word to vector file glove.840B.300d.txt (https://www.kaggle.com/takuok/glove840b300dtxt)

Preprocessing

python prepro.py

Training

python train.py -e 50 -bs 32

Execution

Go to Project directory where manage.py resides execute following commnad to run project

python manage.py runserver

Open https://localhost:8000 and enjoy it.

qa-system's Issues

gTTS

gTTS saves audio file only twice
giving PersmissionError with .save method

Click Event in JS File

trigger("click") event is not taking value from textbox